Full OpenCLIP benchmark (140 models)

full_openclip_benchmark.csv

image_retrieval_recall@1,text_acc,text_retrieval_recall@5,text_retrieval_recall@1,image_retrieval_recall@5,task,text_retrieval_recall@10,language,acc,acc5,image_retrieval_recall@10,model,dataset,mean_per_class_recall,image_acc,pretrained,acc1,model_fullname
0.448199987411499,,0.8410000205039978,0.5920000076293945,0.7206000089645386,zeroshot_retrieval,0.8980000019073486,en,,,0.8123999834060669,RN50,wds/flickr30k,,,cc12m,,RN50 cc12m
0.45840001106262207,,0.8500000238418579,0.5889999866485596,0.7305999994277954,zeroshot_retrieval,0.8980000019073486,en,,,0.8163999915122986,RN50-quickgelu,wds/flickr30k,,,cc12m,,RN50-quickgelu cc12m
0.5221999883651733,,0.878000020980835,0.6740000247955322,0.7821999788284302,zeroshot_retrieval,0.9309999942779541,en,,,0.864799976348877,ViT-B-16,wds/flickr30k,,,commonpool_l_basic_s1b_b8k,,ViT-B-16 commonpool_l_basic_s1b_b8k
0.5103999972343445,,0.8889999985694885,0.6830000281333923,0.7735999822616577,zeroshot_retrieval,0.9369999766349792,en,,,0.8521999716758728,ViT-B-16,wds/flickr30k,,,commonpool_l_clip_s1b_b8k,,ViT-B-16 commonpool_l_clip_s1b_b8k
0.5112000107765198,,0.8840000033378601,0.6800000071525574,0.7893999814987183,zeroshot_retrieval,0.9290000200271606,en,,,0.8673999905586243,ViT-B-16,wds/flickr30k,,,commonpool_l_image_s1b_b8k,,ViT-B-16 commonpool_l_image_s1b_b8k
0.5622000098228455,,0.9079999923706055,0.7239999771118164,0.8095999956130981,zeroshot_retrieval,0.9480000138282776,en,,,0.8809999823570251,ViT-B-16,wds/flickr30k,,,commonpool_l_laion_s1b_b8k,,ViT-B-16 commonpool_l_laion_s1b_b8k
0.40700000524520874,,0.8140000104904175,0.5680000185966492,0.6990000009536743,zeroshot_retrieval,0.8840000033378601,en,,,0.7914000153541565,ViT-B-16,wds/flickr30k,,,commonpool_l_s1b_b8k,,ViT-B-16 commonpool_l_s1b_b8k
0.5315999984741211,,0.8880000114440918,0.6779999732971191,0.7919999957084656,zeroshot_retrieval,0.9359999895095825,en,,,0.8632000088691711,ViT-B-16,wds/flickr30k,,,commonpool_l_text_s1b_b8k,,ViT-B-16 commonpool_l_text_s1b_b8k
0.1842000037431717,,0.5170000195503235,0.24799999594688416,0.41339999437332153,zeroshot_retrieval,0.6499999761581421,en,,,0.5303999781608582,ViT-B-32,wds/flickr30k,,,commonpool_m_basic_s128m_b4k,,ViT-B-32 commonpool_m_basic_s128m_b4k
0.18860000371932983,,0.5429999828338623,0.29899999499320984,0.40860000252723694,zeroshot_retrieval,0.6499999761581421,en,,,0.5198000073432922,ViT-B-32,wds/flickr30k,,,commonpool_m_clip_s128m_b4k,,ViT-B-32 commonpool_m_clip_s128m_b4k
0.18780000507831573,,0.5210000276565552,0.2639999985694885,0.41339999437332153,zeroshot_retrieval,0.6320000290870667,en,,,0.5293999910354614,ViT-B-32,wds/flickr30k,,,commonpool_m_image_s128m_b4k,,ViT-B-32 commonpool_m_image_s128m_b4k
0.17579999566078186,,0.5230000019073486,0.2750000059604645,0.3919999897480011,zeroshot_retrieval,0.621999979019165,en,,,0.5112000107765198,ViT-B-32,wds/flickr30k,,,commonpool_m_laion_s128m_b4k,,ViT-B-32 commonpool_m_laion_s128m_b4k
0.1273999959230423,,0.40700000524520874,0.19499999284744263,0.3147999942302704,zeroshot_retrieval,0.5230000019073486,en,,,0.42320001125335693,ViT-B-32,wds/flickr30k,,,commonpool_m_s128m_b4k,,ViT-B-32 commonpool_m_s128m_b4k
0.18459999561309814,,0.5289999842643738,0.2879999876022339,0.41339999437332153,zeroshot_retrieval,0.656000018119812,en,,,0.5311999917030334,ViT-B-32,wds/flickr30k,,,commonpool_m_text_s128m_b4k,,ViT-B-32 commonpool_m_text_s128m_b4k
0.025599999353289604,,0.13199999928474426,0.03999999910593033,0.0934000015258789,zeroshot_retrieval,0.19499999284744263,en,,,0.1459999978542328,ViT-B-32,wds/flickr30k,,,commonpool_s_basic_s13m_b4k,,ViT-B-32 commonpool_s_basic_s13m_b4k
0.028200000524520874,,0.14100000262260437,0.035999998450279236,0.09099999815225601,zeroshot_retrieval,0.20600000023841858,en,,,0.14319999516010284,ViT-B-32,wds/flickr30k,,,commonpool_s_clip_s13m_b4k,,ViT-B-32 commonpool_s_clip_s13m_b4k
0.015399999916553497,,0.07599999755620956,0.024000000208616257,0.060600001364946365,zeroshot_retrieval,0.11599999666213989,en,,,0.09640000015497208,ViT-B-32,wds/flickr30k,,,commonpool_s_image_s13m_b4k,,ViT-B-32 commonpool_s_image_s13m_b4k
0.017799999564886093,,0.09099999815225601,0.023000000044703484,0.0674000009894371,zeroshot_retrieval,0.13300000131130219,en,,,0.10239999741315842,ViT-B-32,wds/flickr30k,,,commonpool_s_laion_s13m_b4k,,ViT-B-32 commonpool_s_laion_s13m_b4k
0.020999999716877937,,0.0989999994635582,0.028999999165534973,0.06880000233650208,zeroshot_retrieval,0.17100000381469727,en,,,0.11479999870061874,ViT-B-32,wds/flickr30k,,,commonpool_s_s13m_b4k,,ViT-B-32 commonpool_s_s13m_b4k
0.02879999950528145,,0.12700000405311584,0.052000001072883606,0.09260000288486481,zeroshot_retrieval,0.19300000369548798,en,,,0.14720000326633453,ViT-B-32,wds/flickr30k,,,commonpool_s_text_s13m_b4k,,ViT-B-32 commonpool_s_text_s13m_b4k
0.6872000098228455,,0.9739999771118164,0.8619999885559082,0.897599995136261,zeroshot_retrieval,0.9919999837875366,en,,,0.9412000179290771,ViT-L-14,wds/flickr30k,,,commonpool_xl_clip_s13b_b90k,,ViT-L-14 commonpool_xl_clip_s13b_b90k
0.7498000264167786,,0.9900000095367432,0.878000020980835,0.9294000267982483,zeroshot_retrieval,0.9950000047683716,en,,,0.9625999927520752,ViT-L-14,wds/flickr30k,,,commonpool_xl_laion_s13b_b90k,,ViT-L-14 commonpool_xl_laion_s13b_b90k
0.645799994468689,,0.9459999799728394,0.8149999976158142,0.8637999892234802,zeroshot_retrieval,0.9739999771118164,en,,,0.9186000227928162,ViT-L-14,wds/flickr30k,,,commonpool_xl_s13b_b90k,,ViT-L-14 commonpool_xl_s13b_b90k
0.621999979019165,,0.953000009059906,0.7889999747276306,0.8551999926567078,zeroshot_retrieval,0.9750000238418579,en,,,0.9128000140190125,ViTamin-B,wds/flickr30k,,,datacomp1b,,ViTamin-B datacomp1b
0.6759999990463257,,0.9760000109672546,0.8500000238418579,0.8938000202178955,zeroshot_retrieval,0.9879999756813049,en,,,0.9386000037193298,ViTamin-B-LTT,wds/flickr30k,,,datacomp1b,,ViTamin-B-LTT datacomp1b
0.7675999999046326,,0.9940000176429749,0.9190000295639038,0.9386000037193298,zeroshot_retrieval,0.9959999918937683,en,,,0.9634000062942505,ViTamin-L2-256,wds/flickr30k,,,datacomp1b,,ViTamin-L2-256 datacomp1b
0.7757999897003174,,0.9940000176429749,0.9190000295639038,0.9401999711990356,zeroshot_retrieval,0.9959999918937683,en,,,0.9657999873161316,ViTamin-L2-336,wds/flickr30k,,,datacomp1b,,ViTamin-L2-336 datacomp1b
0.7351999878883362,,0.9860000014305115,0.8849999904632568,0.9236000180244446,zeroshot_retrieval,0.9940000176429749,en,,,0.9584000110626221,ViTamin-L-256,wds/flickr30k,,,datacomp1b,,ViTamin-L-256 datacomp1b
0.7516000270843506,,0.9919999837875366,0.9190000295639038,0.9287999868392944,zeroshot_retrieval,0.996999979019165,en,,,0.9603999853134155,ViTamin-L2,wds/flickr30k,,,datacomp1b,,ViTamin-L2 datacomp1b
0.7423999905586243,,0.9900000095367432,0.8949999809265137,0.928600013256073,zeroshot_retrieval,0.9940000176429749,en,,,0.9603999853134155,ViTamin-L-336,wds/flickr30k,,,datacomp1b,,ViTamin-L-336 datacomp1b
0.7311999797821045,,0.9890000224113464,0.8889999985694885,0.9168000221252441,zeroshot_retrieval,0.996999979019165,en,,,0.9535999894142151,ViTamin-L,wds/flickr30k,,,datacomp1b,,ViTamin-L datacomp1b
0.5658000111579895,,0.9259999990463257,0.75,0.8141999840736389,zeroshot_retrieval,0.9629999995231628,en,,,0.8831999897956848,ViTamin-S,wds/flickr30k,,,datacomp1b,,ViTamin-S datacomp1b
0.6223999857902527,,0.9559999704360962,0.8069999814033508,0.8586000204086304,zeroshot_retrieval,0.9779999852180481,en,,,0.9161999821662903,ViTamin-S-LTT,wds/flickr30k,,,datacomp1b,,ViTamin-S-LTT datacomp1b
0.7730000019073486,,0.9900000095367432,0.9070000052452087,0.9405999779701233,zeroshot_retrieval,0.9959999918937683,en,,,0.9667999744415283,ViTamin-XL-256,wds/flickr30k,,,datacomp1b,,ViTamin-XL-256 datacomp1b
0.781000018119812,,0.9919999837875366,0.9070000052452087,0.9417999982833862,zeroshot_retrieval,0.9959999918937683,en,,,0.9674000144004822,ViTamin-XL-336,wds/flickr30k,,,datacomp1b,,ViTamin-XL-336 datacomp1b
0.7311999797821045,,0.9729999899864197,0.8690000176429749,0.9182000160217285,zeroshot_retrieval,0.9909999966621399,en,,,0.9556000232696533,ViTamin-XL-384,wds/flickr30k,,,datacomp1b,,ViTamin-XL-384 datacomp1b
0.7807999849319458,,0.9929999709129333,0.9190000295639038,0.9395999908447266,zeroshot_retrieval,0.9980000257492065,en,,,0.9674000144004822,ViT-bigG-14-CLIPA-336,wds/flickr30k,,,datacomp1b,,ViT-bigG-14-CLIPA-336 datacomp1b
0.7770000100135803,,0.9919999837875366,0.9169999957084656,0.9372000098228455,zeroshot_retrieval,0.996999979019165,en,,,0.965399980545044,ViT-bigG-14-CLIPA,wds/flickr30k,,,datacomp1b,,ViT-bigG-14-CLIPA datacomp1b
0.7630000114440918,,0.9909999966621399,0.9039999842643738,0.9341999888420105,zeroshot_retrieval,0.9940000176429749,en,,,0.9629999995231628,ViT-H-14-CLIPA-336,wds/flickr30k,,,datacomp1b,,ViT-H-14-CLIPA-336 datacomp1b
0.756600022315979,,0.9879999756813049,0.9070000052452087,0.9319999814033508,zeroshot_retrieval,0.9959999918937683,en,,,0.9625999927520752,ViT-H-14-CLIPA,wds/flickr30k,,,datacomp1b,,ViT-H-14-CLIPA datacomp1b
0.7454000115394592,,0.9919999837875366,0.9010000228881836,0.9236000180244446,zeroshot_retrieval,0.9980000257492065,en,,,0.9592000246047974,ViT-L-14-CLIPA-336,wds/flickr30k,,,datacomp1b,,ViT-L-14-CLIPA-336 datacomp1b
0.7332000136375427,,0.9850000143051147,0.8999999761581421,0.9192000031471252,zeroshot_retrieval,0.9940000176429749,en,,,0.9552000164985657,ViT-L-14-CLIPA,wds/flickr30k,,,datacomp1b,,ViT-L-14-CLIPA datacomp1b
0.7746000289916992,,0.9929999709129333,0.9210000038146973,0.9409999847412109,zeroshot_retrieval,0.9980000257492065,en,,,0.9642000198364258,MobileCLIP-B,wds/flickr30k,,,datacompdr_lt,,MobileCLIP-B datacompdr_lt
0.7716000080108643,,0.9919999837875366,0.9160000085830688,0.9409999847412109,zeroshot_retrieval,0.9990000128746033,en,,,0.9678000211715698,MobileCLIP-B,wds/flickr30k,,,datacompdr,,MobileCLIP-B datacompdr
0.7085999846458435,,0.9789999723434448,0.890999972820282,0.9124000072479248,zeroshot_retrieval,0.9950000047683716,en,,,0.9524000287055969,MobileCLIP-S1,wds/flickr30k,,,datacompdr,,MobileCLIP-S1 datacompdr
0.732200026512146,,0.9890000224113464,0.9070000052452087,0.9222000241279602,zeroshot_retrieval,0.9959999918937683,en,,,0.9549999833106995,MobileCLIP-S2,wds/flickr30k,,,datacompdr,,MobileCLIP-S2 datacompdr
0.5509999990463257,,0.9129999876022339,0.7350000143051147,0.8064000010490417,zeroshot_retrieval,0.9470000267028809,en,,,0.8766000270843506,ViT-B-16,wds/flickr30k,,,datacomp_l_s1b_b8k,,ViT-B-16 datacomp_l_s1b_b8k
0.17980000376701355,,0.5199999809265137,0.26100000739097595,0.40400001406669617,zeroshot_retrieval,0.6269999742507935,en,,,0.5181999802589417,ViT-B-32,wds/flickr30k,,,datacomp_m_s128m_b4k,,ViT-B-32 datacomp_m_s128m_b4k
0.6492000222206116,,0.9639999866485596,0.8429999947547913,0.8700000047683716,zeroshot_retrieval,0.984000027179718,en,,,0.9204000234603882,ViT-B-32-256,wds/flickr30k,,,datacomp_s34b_b86k,,ViT-B-32-256 datacomp_s34b_b86k
0.015399999916553497,,0.07599999755620956,0.024000000208616257,0.060600001364946365,zeroshot_retrieval,0.11599999666213989,en,,,0.09640000015497208,ViT-B-32,wds/flickr30k,,,datacomp_s_s13m_b4k,,ViT-B-32 datacomp_s_s13m_b4k
0.6725999712944031,,0.9710000157356262,0.8500000238418579,0.8835999965667725,zeroshot_retrieval,0.984000027179718,en,,,0.9276000261306763,ViT-B-16,wds/flickr30k,,,datacomp_xl_s13b_b90k,,ViT-B-16 datacomp_xl_s13b_b90k
0.61080002784729,,0.9350000023841858,0.7879999876022339,0.8471999764442444,zeroshot_retrieval,0.9620000123977661,en,,,0.9089999794960022,ViT-B-32,wds/flickr30k,,,datacomp_xl_s13b_b90k,,ViT-B-32 datacomp_xl_s13b_b90k
0.7337999939918518,,0.9860000014305115,0.8949999809265137,0.9164000153541565,zeroshot_retrieval,0.996999979019165,en,,,0.9545999765396118,ViT-L-14,wds/flickr30k,,,datacomp_xl_s13b_b90k,,ViT-L-14 datacomp_xl_s13b_b90k
0.6898000240325928,,0.9769999980926514,0.8529999852180481,0.8981999754905701,zeroshot_retrieval,0.9860000014305115,en,,,0.9399999976158142,ViT-B-16,wds/flickr30k,,,dfn2b,,ViT-B-16 dfn2b
0.754800021648407,,0.9860000014305115,0.8949999809265137,0.9272000193595886,zeroshot_retrieval,0.9929999709129333,en,,,0.9606000185012817,ViT-L-14-quickgelu,wds/flickr30k,,,dfn2b,,ViT-L-14-quickgelu dfn2b
0.8208000063896179,,0.9929999709129333,0.9369999766349792,0.9595999717712402,zeroshot_retrieval,0.9959999918937683,en,,,0.9796000123023987,ViT-H-14-378-quickgelu,wds/flickr30k,,,dfn5b,,ViT-H-14-378-quickgelu dfn5b
0.8022000193595886,,0.9929999709129333,0.9290000200271606,0.9520000219345093,zeroshot_retrieval,0.9990000128746033,en,,,0.9735999703407288,ViT-H-14-quickgelu,wds/flickr30k,,,dfn5b,,ViT-H-14-quickgelu dfn5b
0.774399995803833,,0.9919999837875366,0.9210000038146973,0.9394000172615051,zeroshot_retrieval,0.9980000257492065,en,,,0.9670000076293945,xlm-roberta-large-ViT-H-14,wds/flickr30k,,,frozen_laion5b_s13b_b90k,,xlm-roberta-large-ViT-H-14 frozen_laion5b_s13b_b90k
0.6639999747276306,,0.9629999995231628,0.843999981880188,0.8817999958992004,zeroshot_retrieval,0.984000027179718,en,,,0.9318000078201294,ViT-B-32,wds/flickr30k,,,laion2b_e16,,ViT-B-32 laion2b_e16
0.6442000269889832,,0.9480000138282776,0.8199999928474426,0.8676000237464905,zeroshot_retrieval,0.9700000286102295,en,,,0.9247999787330627,roberta-ViT-B-32,wds/flickr30k,,,laion2b_s12b_b32k,,roberta-ViT-B-32 laion2b_s12b_b32k
0.7652000188827515,,0.9909999966621399,0.9079999923706055,0.9363999962806702,zeroshot_retrieval,0.9980000257492065,en,,,0.9625999927520752,ViT-g-14,wds/flickr30k,,,laion2b_s12b_b42k,,ViT-g-14 laion2b_s12b_b42k
0.723800003528595,,0.984000027179718,0.8700000047683716,0.9146000146865845,zeroshot_retrieval,0.9919999837875366,en,,,0.951200008392334,convnext_base_w,wds/flickr30k,,,laion2b_s13b_b82k_augreg,,convnext_base_w laion2b_s13b_b82k_augreg
0.72079998254776,,0.9800000190734863,0.8740000128746033,0.9151999950408936,zeroshot_retrieval,0.9929999709129333,en,,,0.9534000158309937,convnext_base_w,wds/flickr30k,,,laion2b_s13b_b82k,,convnext_base_w laion2b_s13b_b82k
0.6373999714851379,,0.9549999833106995,0.8240000009536743,0.8596000075340271,zeroshot_retrieval,0.9750000238418579,en,,,0.9175999760627747,coca_ViT-B-32,wds/flickr30k,,,laion2b_s13b_b90k,,coca_ViT-B-32 laion2b_s13b_b90k
0.7419999837875366,,0.9929999709129333,0.8889999985694885,0.9204000234603882,zeroshot_retrieval,0.9980000257492065,en,,,0.954200029373169,coca_ViT-L-14,wds/flickr30k,,,laion2b_s13b_b90k,,coca_ViT-L-14 laion2b_s13b_b90k
0.7581999897956848,,0.9850000143051147,0.9179999828338623,0.9308000206947327,zeroshot_retrieval,0.9940000176429749,en,,,0.9652000069618225,convnext_large_d,wds/flickr30k,,,laion2b_s26b_b102k_augreg,,convnext_large_d laion2b_s26b_b102k_augreg
0.7685999870300293,,0.9890000224113464,0.9150000214576721,0.9363999962806702,zeroshot_retrieval,0.9980000257492065,en,,,0.9667999744415283,convnext_large_d_320,wds/flickr30k,,,laion2b_s29b_b131k_ft,,convnext_large_d_320 laion2b_s29b_b131k_ft
0.770799994468689,,0.9900000095367432,0.921999990940094,0.9391999840736389,zeroshot_retrieval,0.9980000257492065,en,,,0.9646000266075134,convnext_large_d_320,wds/flickr30k,,,laion2b_s29b_b131k_ft_soup,,convnext_large_d_320 laion2b_s29b_b131k_ft_soup
0.7778000235557556,,0.9919999837875366,0.9070000052452087,0.9416000247001648,zeroshot_retrieval,0.996999979019165,en,,,0.9661999940872192,ViT-H-14,wds/flickr30k,,,laion2b_s32b_b79k,,ViT-H-14 laion2b_s32b_b79k
0.7544000148773193,,0.9869999885559082,0.8899999856948853,0.9290000200271606,zeroshot_retrieval,0.9940000176429749,en,,,0.9592000246047974,ViT-L-14,wds/flickr30k,,,laion2b_s32b_b82k,,ViT-L-14 laion2b_s32b_b82k
0.6679999828338623,,0.9629999995231628,0.843999981880188,0.8835999965667725,zeroshot_retrieval,0.9829999804496765,en,,,0.9309999942779541,ViT-B-32,wds/flickr30k,,,laion2b_s34b_b79k,,ViT-B-32 laion2b_s34b_b79k
0.7906000018119812,,0.9919999837875366,0.9150000214576721,0.9416000247001648,zeroshot_retrieval,0.996999979019165,en,,,0.9721999764442444,convnext_xxlarge,wds/flickr30k,,,laion2b_s34b_b82k_augreg,,convnext_xxlarge laion2b_s34b_b82k_augreg
0.7886000275611877,,0.9909999966621399,0.9120000004768372,0.9441999793052673,zeroshot_retrieval,0.996999979019165,en,,,0.9711999893188477,convnext_xxlarge,wds/flickr30k,,,laion2b_s34b_b82k_augreg_rewind,,convnext_xxlarge laion2b_s34b_b82k_augreg_rewind
0.7897999882698059,,0.9919999837875366,0.9139999747276306,0.9462000131607056,zeroshot_retrieval,0.996999979019165,en,,,0.9703999757766724,convnext_xxlarge,wds/flickr30k,,,laion2b_s34b_b82k_augreg_soup,,convnext_xxlarge laion2b_s34b_b82k_augreg_soup
0.6980000138282776,,0.9800000190734863,0.8619999885559082,0.902999997138977,zeroshot_retrieval,0.9940000176429749,en,,,0.9459999799728394,ViT-B-16,wds/flickr30k,,,laion2b_s34b_b88k,,ViT-B-16 laion2b_s34b_b88k
0.7770000100135803,,0.9919999837875366,0.9150000214576721,0.9416000247001648,zeroshot_retrieval,0.9959999918937683,en,,,0.9685999751091003,ViT-g-14,wds/flickr30k,,,laion2b_s34b_b88k,,ViT-g-14 laion2b_s34b_b88k
0.795199990272522,,0.9929999709129333,0.9290000200271606,0.9495999813079834,zeroshot_retrieval,0.9980000257492065,en,,,0.9714000225067139,ViT-bigG-14,wds/flickr30k,,,laion2b_s39b_b160k,,ViT-bigG-14 laion2b_s39b_b160k
0.7815999984741211,,0.9950000047683716,0.9210000038146973,0.9444000124931335,zeroshot_retrieval,0.9980000257492065,en,,,0.9697999954223633,EVA02-E-14,wds/flickr30k,,,laion2b_s4b_b115k,,EVA02-E-14 laion2b_s4b_b115k
0.7879999876022339,,0.9940000176429749,0.9409999847412109,0.9430000185966492,zeroshot_retrieval,0.9980000257492065,en,,,0.9692000150680542,EVA02-E-14-plus,wds/flickr30k,,,laion2b_s9b_b144k,,EVA02-E-14-plus laion2b_s9b_b144k
0.7796000242233276,,0.9909999966621399,0.9210000038146973,0.9390000104904175,zeroshot_retrieval,0.9959999918937683,en,,,0.9685999751091003,ViT-H-14-CLIPA-336,wds/flickr30k,,,laion2b,,ViT-H-14-CLIPA-336 laion2b
0.6567999720573425,,0.9660000205039978,0.8330000042915344,0.8813999891281128,zeroshot_retrieval,0.9829999804496765,en,,,0.9312000274658203,ViT-B-16,wds/flickr30k,,,laion400m_e31,,ViT-B-16 laion400m_e31
0.6783999800682068,,0.9710000157356262,0.8569999933242798,0.8880000114440918,zeroshot_retrieval,0.9860000014305115,en,,,0.9386000037193298,ViT-B-16-plus-240,wds/flickr30k,,,laion400m_e31,,ViT-B-16-plus-240 laion400m_e31
0.5978000164031982,,0.9380000233650208,0.7850000262260437,0.8385999798774719,zeroshot_retrieval,0.9670000076293945,en,,,0.9039999842643738,ViT-B-32,wds/flickr30k,,,laion400m_e31,,ViT-B-32 laion400m_e31
0.6177999973297119,,0.9399999976158142,0.7889999747276306,0.855400025844574,zeroshot_retrieval,0.9729999899864197,en,,,0.9079999923706055,ViT-B-32-quickgelu,wds/flickr30k,,,laion400m_e31,,ViT-B-32-quickgelu laion400m_e31
0.7039999961853027,,0.9769999980926514,0.871999979019165,0.9065999984741211,zeroshot_retrieval,0.9950000047683716,en,,,0.946399986743927,ViT-L-14,wds/flickr30k,,,laion400m_e31,,ViT-L-14 laion400m_e31
0.6553999781608582,,0.968999981880188,0.8320000171661377,0.8830000162124634,zeroshot_retrieval,0.9850000143051147,en,,,0.9297999739646912,ViT-B-16,wds/flickr30k,,,laion400m_e32,,ViT-B-16 laion400m_e32
0.6808000206947327,,0.9710000157356262,0.8659999966621399,0.8889999985694885,zeroshot_retrieval,0.9879999756813049,en,,,0.9398000240325928,ViT-B-16-plus-240,wds/flickr30k,,,laion400m_e32,,ViT-B-16-plus-240 laion400m_e32
0.5965999960899353,,0.9409999847412109,0.7820000052452087,0.8392000198364258,zeroshot_retrieval,0.9679999947547913,en,,,0.902400016784668,ViT-B-32,wds/flickr30k,,,laion400m_e32,,ViT-B-32 laion400m_e32
0.6177999973297119,,0.9399999976158142,0.7889999747276306,0.8546000123023987,zeroshot_retrieval,0.9710000157356262,en,,,0.9092000126838684,ViT-B-32-quickgelu,wds/flickr30k,,,laion400m_e32,,ViT-B-32-quickgelu laion400m_e32
0.703000009059906,,0.9769999980926514,0.875,0.9089999794960022,zeroshot_retrieval,0.9950000047683716,en,,,0.946399986743927,ViT-L-14,wds/flickr30k,,,laion400m_e32,,ViT-L-14 laion400m_e32
0.7265999913215637,,0.9829999804496765,0.8830000162124634,0.9157999753952026,zeroshot_retrieval,0.9929999709129333,en,,,0.951200008392334,EVA01-g-14,wds/flickr30k,,,laion400m_s11b_b41k,,EVA01-g-14 laion400m_s11b_b41k
0.649399995803833,,0.9700000286102295,0.8420000076293945,0.8813999891281128,zeroshot_retrieval,0.9919999837875366,en,,,0.930400013923645,convnext_base,wds/flickr30k,,,laion400m_s13b_b51k,,convnext_base laion400m_s13b_b51k
0.6453999876976013,,0.9639999866485596,0.8259999752044678,0.8626000285148621,zeroshot_retrieval,0.9779999852180481,en,,,0.9168000221252441,xlm-roberta-base-ViT-B-32,wds/flickr30k,,,laion5b_s13b_b90k,,xlm-roberta-base-ViT-B-32 laion5b_s13b_b90k
0.7084000110626221,,0.972000002861023,0.8859999775886536,0.8999999761581421,zeroshot_retrieval,0.9909999966621399,en,,,0.9440000057220459,convnext_base_w_320,wds/flickr30k,,,laion_aesthetic_s13b_b82k_augreg,,convnext_base_w_320 laion_aesthetic_s13b_b82k_augreg
0.7390000224113464,,0.984000027179718,0.906000018119812,0.9187999963760376,zeroshot_retrieval,0.9919999837875366,en,,,0.951200008392334,convnext_base_w_320,wds/flickr30k,,,laion_aesthetic_s13b_b82k,,convnext_base_w_320 laion_aesthetic_s13b_b82k
0.7269999980926514,,0.9819999933242798,0.8930000066757202,0.9138000011444092,zeroshot_retrieval,0.9929999709129333,en,,,0.9517999887466431,convnext_base_w,wds/flickr30k,,,laion_aesthetic_s13b_b82k,,convnext_base_w laion_aesthetic_s13b_b82k
0.7893999814987183,,0.9929999709129333,0.9160000085830688,0.9449999928474426,zeroshot_retrieval,0.996999979019165,en,,,0.968999981880188,EVA01-g-14-plus,wds/flickr30k,,,merged2b_s11b_b114k,,EVA01-g-14-plus merged2b_s11b_b114k
0.774399995803833,,0.9860000014305115,0.8960000276565552,0.9362000226974487,zeroshot_retrieval,0.9909999966621399,en,,,0.9674000144004822,EVA02-L-14,wds/flickr30k,,,merged2b_s4b_b131k,,EVA02-L-14 merged2b_s4b_b131k
0.7789999842643738,,0.9890000224113464,0.8920000195503235,0.9422000050544739,zeroshot_retrieval,0.9959999918937683,en,,,0.9682000279426575,EVA02-L-14-336,wds/flickr30k,,,merged2b_s6b_b61k,,EVA02-L-14-336 merged2b_s6b_b61k
0.7121999859809875,,0.9660000205039978,0.8550000190734863,0.9106000065803528,zeroshot_retrieval,0.9890000224113464,en,,,0.9467999935150146,EVA02-B-16,wds/flickr30k,,,merged2b_s8b_b131k,,EVA02-B-16 merged2b_s8b_b131k
0.6728000044822693,,0.972000002861023,0.847000002861023,0.8925999999046326,zeroshot_retrieval,0.9860000014305115,en,,,0.9408000111579895,ViT-B-16-quickgelu,wds/flickr30k,,,metaclip_400m,,ViT-B-16-quickgelu metaclip_400m
0.618399977684021,,0.9330000281333923,0.7689999938011169,0.8521999716758728,zeroshot_retrieval,0.9700000286102295,en,,,0.9121999740600586,ViT-B-32-quickgelu,wds/flickr30k,,,metaclip_400m,,ViT-B-32-quickgelu metaclip_400m
0.729200005531311,,0.9750000238418579,0.8569999933242798,0.9229999780654907,zeroshot_retrieval,0.9929999709129333,en,,,0.95660001039505,ViT-L-14-quickgelu,wds/flickr30k,,,metaclip_400m,,ViT-L-14-quickgelu metaclip_400m
0.704800009727478,,0.9729999899864197,0.859000027179718,0.9065999984741211,zeroshot_retrieval,0.9890000224113464,en,,,0.9455999732017517,ViT-B-16-quickgelu,wds/flickr30k,,,metaclip_fullcc,,ViT-B-16-quickgelu metaclip_fullcc
0.6485999822616577,,0.953000009059906,0.8090000152587891,0.8762000203132629,zeroshot_retrieval,0.9729999899864197,en,,,0.9259999990463257,ViT-B-32-quickgelu,wds/flickr30k,,,metaclip_fullcc,,ViT-B-32-quickgelu metaclip_fullcc
0.7793999910354614,,0.9860000014305115,0.9160000085830688,0.9459999799728394,zeroshot_retrieval,0.996999979019165,en,,,0.9688000082969666,ViT-H-14-quickgelu,wds/flickr30k,,,metaclip_fullcc,,ViT-H-14-quickgelu metaclip_fullcc
0.7616000175476074,,0.984000027179718,0.9039999842643738,0.9354000091552734,zeroshot_retrieval,0.9909999966621399,en,,,0.9643999934196472,ViT-L-14-quickgelu,wds/flickr30k,,,metaclip_fullcc,,ViT-L-14-quickgelu metaclip_fullcc
0.7080000042915344,,0.9599999785423279,0.8090000152587891,0.906000018119812,zeroshot_retrieval,0.9829999804496765,en,,,0.9498000144958496,nllb-clip-base-siglip,wds/flickr30k,,,mrl,,nllb-clip-base-siglip mrl
0.7730000019073486,,0.9769999980926514,0.8550000190734863,0.9366000294685364,zeroshot_retrieval,0.9909999966621399,en,,,0.9652000069618225,nllb-clip-large-siglip,wds/flickr30k,,,mrl,,nllb-clip-large-siglip mrl
0.006200000178068876,,0.057999998331069946,0.014999999664723873,0.02199999988079071,zeroshot_retrieval,0.0949999988079071,en,,,0.041200000792741776,coca_ViT-B-32,wds/flickr30k,,,mscoco_finetuned_laion2b_s13b_b90k,,coca_ViT-B-32 mscoco_finetuned_laion2b_s13b_b90k
0.7865999937057495,,0.9850000143051147,0.8889999985694885,0.9440000057220459,zeroshot_retrieval,0.9950000047683716,en,,,0.972599983215332,coca_ViT-L-14,wds/flickr30k,,,mscoco_finetuned_laion2b_s13b_b90k,,coca_ViT-L-14 mscoco_finetuned_laion2b_s13b_b90k
0.5799999833106995,,0.9490000009536743,0.7839999794960022,0.821399986743927,zeroshot_retrieval,0.9729999899864197,en,,,0.8849999904632568,RN101,wds/flickr30k,,,openai,,RN101 openai
0.5799999833106995,,0.9490000009536743,0.7839999794960022,0.821399986743927,zeroshot_retrieval,0.9729999899864197,en,,,0.8849999904632568,RN101-quickgelu,wds/flickr30k,,,openai,,RN101-quickgelu openai
0.5726000070571899,,0.9449999928474426,0.7910000085830688,0.83160001039505,zeroshot_retrieval,0.9769999980926514,en,,,0.8992000222206116,RN50,wds/flickr30k,,,openai,,RN50 openai
0.5726000070571899,,0.9449999928474426,0.7910000085830688,0.83160001039505,zeroshot_retrieval,0.9769999980926514,en,,,0.8992000222206116,RN50-quickgelu,wds/flickr30k,,,openai,,RN50-quickgelu openai
0.6510000228881836,,0.9660000205039978,0.8450000286102295,0.8705999851226807,zeroshot_retrieval,0.9869999885559082,en,,,0.9179999828338623,RN50x16,wds/flickr30k,,,openai,,RN50x16 openai
0.6254000067710876,,0.9639999866485596,0.8190000057220459,0.8460000157356262,zeroshot_retrieval,0.9850000143051147,en,,,0.900600016117096,RN50x4,wds/flickr30k,,,openai,,RN50x4 openai
0.6881999969482422,,0.9800000190734863,0.8640000224113464,0.8988000154495239,zeroshot_retrieval,0.9919999837875366,en,,,0.9422000050544739,RN50x64,wds/flickr30k,,,openai,,RN50x64 openai
0.6208000183105469,,0.9620000123977661,0.8190000057220459,0.8560000061988831,zeroshot_retrieval,0.9879999756813049,en,,,0.9179999828338623,ViT-B-16,wds/flickr30k,,,openai,,ViT-B-16 openai
0.5874000191688538,,0.9459999799728394,0.7760000228881836,0.8339999914169312,zeroshot_retrieval,0.9810000061988831,en,,,0.8984000086784363,ViT-B-32,wds/flickr30k,,,openai,,ViT-B-32 openai
0.5874000191688538,,0.9459999799728394,0.7760000228881836,0.8339999914169312,zeroshot_retrieval,0.9810000061988831,en,,,0.8984000086784363,ViT-B-32-quickgelu,wds/flickr30k,,,openai,,ViT-B-32-quickgelu openai
0.6732000112533569,,0.9829999804496765,0.8740000128746033,0.8906000256538391,zeroshot_retrieval,0.9929999709129333,en,,,0.9326000213623047,ViT-L-14-336,wds/flickr30k,,,openai,,ViT-L-14-336 openai
0.6521999835968018,,0.9729999899864197,0.8510000109672546,0.8726000189781189,zeroshot_retrieval,0.9900000095367432,en,,,0.9197999835014343,ViT-L-14,wds/flickr30k,,,openai,,ViT-L-14 openai
0.47279998660087585,,0.8180000185966492,0.5709999799728394,0.7544000148773193,zeroshot_retrieval,0.8889999985694885,en,,,0.8348000049591064,nllb-clip-base,wds/flickr30k,,,v1,,nllb-clip-base v1
0.7235999703407288,,0.9700000286102295,0.8450000286102295,0.9128000140190125,zeroshot_retrieval,0.9940000176429749,en,,,0.9549999833106995,nllb-clip-base-siglip,wds/flickr30k,,,v1,,nllb-clip-base-siglip v1
0.6093999743461609,,0.9210000038146973,0.7170000076293945,0.8565999865531921,zeroshot_retrieval,0.9610000252723694,en,,,0.9193999767303467,nllb-clip-large,wds/flickr30k,,,v1,,nllb-clip-large v1
0.7838000059127808,,0.9760000109672546,0.8840000033378601,0.9467999935150146,zeroshot_retrieval,0.9929999709129333,en,,,0.9729999899864197,nllb-clip-large-siglip,wds/flickr30k,,,v1,,nllb-clip-large-siglip v1
0.7505999803543091,,0.9829999804496765,0.9049999713897705,0.9241999983787537,zeroshot_retrieval,0.9929999709129333,en,,,0.9624000191688538,ViT-B-16-SigLIP-256,wds/flickr30k,,,webli,,ViT-B-16-SigLIP-256 webli
0.7850000262260437,,0.9909999966621399,0.9259999990463257,0.9416000247001648,zeroshot_retrieval,0.9980000257492065,en,,,0.97079998254776,ViT-B-16-SigLIP-384,wds/flickr30k,,,webli,,ViT-B-16-SigLIP-384 webli
0.7910000085830688,,0.9929999709129333,0.925000011920929,0.9459999799728394,zeroshot_retrieval,0.9959999918937683,en,,,0.968999981880188,ViT-B-16-SigLIP-512,wds/flickr30k,,,webli,,ViT-B-16-SigLIP-512 webli
0.7462000250816345,,0.9800000190734863,0.8920000195503235,0.9229999780654907,zeroshot_retrieval,0.9929999709129333,en,,,0.9562000036239624,ViT-B-16-SigLIP,wds/flickr30k,,,webli,,ViT-B-16-SigLIP webli
0.7215999960899353,,0.9819999933242798,0.8960000276565552,0.9035999774932861,zeroshot_retrieval,0.9909999966621399,en,,,0.9472000002861023,ViT-B-16-SigLIP-i18n-256,wds/flickr30k,,,webli,,ViT-B-16-SigLIP-i18n-256 webli
0.7906000018119812,,0.9900000095367432,0.9190000295639038,0.9448000192642212,zeroshot_retrieval,0.9980000257492065,en,,,0.9682000279426575,ViT-L-16-SigLIP-256,wds/flickr30k,,,webli,,ViT-L-16-SigLIP-256 webli
0.8148000240325928,,0.9919999837875366,0.9369999766349792,0.9538000226020813,zeroshot_retrieval,0.9990000128746033,en,,,0.9747999906539917,ViT-L-16-SigLIP-384,wds/flickr30k,,,webli,,ViT-L-16-SigLIP-384 webli
0.8295999765396118,,0.996999979019165,0.9430000185966492,0.9610000252723694,zeroshot_retrieval,0.9980000257492065,en,,,0.980400025844574,ViT-SO400M-14-SigLIP-384,wds/flickr30k,,,webli,,ViT-SO400M-14-SigLIP-384 webli
0.7523999810218811,,0.9909999966621399,0.9100000262260437,0.9225999712944031,zeroshot_retrieval,0.9980000257492065,en,,,0.9556000232696533,ViT-SO400M-14-SigLIP,wds/flickr30k,,,webli,,ViT-SO400M-14-SigLIP webli
0.33320000767707825,,0.7910000085830688,0.546999990940094,0.597599983215332,zeroshot_retrieval,0.8730000257492065,en,,,0.7053999900817871,RN101,wds/flickr30k,,,yfcc15m,,RN101 yfcc15m
0.33820000290870667,,0.7950000166893005,0.5389999747276306,0.6028000116348267,zeroshot_retrieval,0.8799999952316284,en,,,0.7103999853134155,RN101-quickgelu,wds/flickr30k,,,yfcc15m,,RN101-quickgelu yfcc15m
0.3046000003814697,,0.796999990940094,0.5070000290870667,0.5802000164985657,zeroshot_retrieval,0.8799999952316284,en,,,0.6880000233650208,RN50,wds/flickr30k,,,yfcc15m,,RN50 yfcc15m
0.31360000371932983,,0.7829999923706055,0.48100000619888306,0.5785999894142151,zeroshot_retrieval,0.875,en,,,0.6877999901771545,RN50-quickgelu,wds/flickr30k,,,yfcc15m,,RN50-quickgelu yfcc15m
0.2324698120355606,,0.5992000102996826,0.3458000123500824,0.47481411695480347,zeroshot_retrieval,0.7152000069618225,en,,,0.5913488268852234,RN50,wds/mscoco_captions2017,,,cc12m,,RN50 cc12m
0.2380267083644867,,0.6092000007629395,0.3463999927043915,0.4814503788948059,zeroshot_retrieval,0.722000002861023,en,,,0.597785234451294,RN50-quickgelu,wds/mscoco_captions2017,,,cc12m,,RN50-quickgelu cc12m
0.28080275654792786,,0.6841999888420105,0.4320000112056732,0.5339809656143188,zeroshot_retrieval,0.776199996471405,en,,,0.649196445941925,ViT-B-16,wds/mscoco_captions2017,,,commonpool_l_basic_s1b_b8k,,ViT-B-16 commonpool_l_basic_s1b_b8k
0.28148236870765686,,0.7024000287055969,0.4399999976158142,0.5247461199760437,zeroshot_retrieval,0.800000011920929,en,,,0.6406012773513794,ViT-B-16,wds/mscoco_captions2017,,,commonpool_l_clip_s1b_b8k,,ViT-B-16 commonpool_l_clip_s1b_b8k
0.28468057513237,,0.6917999982833862,0.436599999666214,0.5352602601051331,zeroshot_retrieval,0.7865999937057495,en,,,0.6511553525924683,ViT-B-16,wds/mscoco_captions2017,,,commonpool_l_image_s1b_b8k,,ViT-B-16 commonpool_l_image_s1b_b8k
0.3155832588672638,,0.7250000238418579,0.4745999872684479,0.5694011449813843,zeroshot_retrieval,0.817799985408783,en,,,0.6794595122337341,ViT-B-16,wds/mscoco_captions2017,,,commonpool_l_laion_s1b_b8k,,ViT-B-16 commonpool_l_laion_s1b_b8k
0.21755816042423248,,0.5982000231742859,0.3447999954223633,0.444231241941452,zeroshot_retrieval,0.7034000158309937,en,,,0.5652034878730774,ViT-B-16,wds/mscoco_captions2017,,,commonpool_l_s1b_b8k,,ViT-B-16 commonpool_l_s1b_b8k
0.29375550150871277,,0.6922000050544739,0.43860000371932983,0.5454545617103577,zeroshot_retrieval,0.7882000207901001,en,,,0.660789966583252,ViT-B-16,wds/mscoco_captions2017,,,commonpool_l_text_s1b_b8k,,ViT-B-16 commonpool_l_text_s1b_b8k
0.09834492951631546,,0.36079999804496765,0.16040000319480896,0.25477731227874756,zeroshot_retrieval,0.4641999900341034,en,,,0.35364195704460144,ViT-B-32,wds/mscoco_captions2017,,,commonpool_m_basic_s128m_b4k,,ViT-B-32 commonpool_m_basic_s128m_b4k
0.10638042539358139,,0.3846000134944916,0.18199999630451202,0.2607339918613434,zeroshot_retrieval,0.49239999055862427,en,,,0.36255696415901184,ViT-B-32,wds/mscoco_captions2017,,,commonpool_m_clip_s128m_b4k,,ViT-B-32 commonpool_m_clip_s128m_b4k
0.10554089397192001,,0.37700000405311584,0.17339999973773956,0.26777005195617676,zeroshot_retrieval,0.4878000020980835,en,,,0.36803391575813293,ViT-B-32,wds/mscoco_captions2017,,,commonpool_m_image_s128m_b4k,,ViT-B-32 commonpool_m_image_s128m_b4k
0.10062365233898163,,0.3447999954223633,0.15700000524520874,0.25489726662635803,zeroshot_retrieval,0.4602000117301941,en,,,0.3547213673591614,ViT-B-32,wds/mscoco_captions2017,,,commonpool_m_laion_s128m_b4k,,ViT-B-32 commonpool_m_laion_s128m_b4k
0.06872151792049408,,0.2996000051498413,0.13040000200271606,0.18769489228725433,zeroshot_retrieval,0.39879998564720154,en,,,0.2793235778808594,ViT-B-32,wds/mscoco_captions2017,,,commonpool_m_s128m_b4k,,ViT-B-32 commonpool_m_s128m_b4k
0.10594066977500916,,0.3797999918460846,0.17960000038146973,0.26497161388397217,zeroshot_retrieval,0.4846000075340271,en,,,0.3688734173774719,ViT-B-32,wds/mscoco_captions2017,,,commonpool_m_text_s128m_b4k,,ViT-B-32 commonpool_m_text_s128m_b4k
0.012512993067502975,,0.06400000303983688,0.01899999938905239,0.046254098415374756,zeroshot_retrieval,0.10080000013113022,en,,,0.07727672159671783,ViT-B-32,wds/mscoco_captions2017,,,commonpool_s_basic_s13m_b4k,,ViT-B-32 commonpool_s_basic_s13m_b4k
0.014152075164020061,,0.0820000022649765,0.024800000712275505,0.05253058299422264,zeroshot_retrieval,0.12219999730587006,en,,,0.08563204854726791,ViT-B-32,wds/mscoco_captions2017,,,commonpool_s_clip_s13m_b4k,,ViT-B-32 commonpool_s_clip_s13m_b4k
0.009714559651911259,,0.04520000144839287,0.014999999664723873,0.03757895529270172,zeroshot_retrieval,0.07959999889135361,en,,,0.06404413282871246,ViT-B-32,wds/mscoco_captions2017,,,commonpool_s_image_s13m_b4k,,ViT-B-32 commonpool_s_image_s13m_b4k
0.00967458263039589,,0.04500000178813934,0.012199999764561653,0.036659471690654755,zeroshot_retrieval,0.07699999958276749,en,,,0.0596865750849247,ViT-B-32,wds/mscoco_captions2017,,,commonpool_s_laion_s13m_b4k,,ViT-B-32 commonpool_s_laion_s13m_b4k
0.01039417926222086,,0.0560000017285347,0.022600000724196434,0.03821859881281853,zeroshot_retrieval,0.08860000222921371,en,,,0.06408411264419556,ViT-B-32,wds/mscoco_captions2017,,,commonpool_s_s13m_b4k,,ViT-B-32 commonpool_s_s13m_b4k
0.015551291406154633,,0.07959999889135361,0.023399999365210533,0.05472934991121292,zeroshot_retrieval,0.12880000472068787,en,,,0.0891900509595871,ViT-B-32,wds/mscoco_captions2017,,,commonpool_s_text_s13m_b4k,,ViT-B-32 commonpool_s_text_s13m_b4k
0.4218437671661377,,0.8248000144958496,0.6047999858856201,0.6686255931854248,zeroshot_retrieval,0.8934000134468079,en,,,0.7612936496734619,ViT-L-14,wds/mscoco_captions2017,,,commonpool_xl_clip_s13b_b90k,,ViT-L-14 commonpool_xl_clip_s13b_b90k
0.46254098415374756,,0.8416000008583069,0.6358000040054321,0.7089629769325256,zeroshot_retrieval,0.9061999917030334,en,,,0.7973135113716125,ViT-L-14,wds/mscoco_captions2017,,,commonpool_xl_laion_s13b_b90k,,ViT-L-14 commonpool_xl_laion_s13b_b90k
0.3697929084300995,,0.7731999754905701,0.5324000120162964,0.6217718124389648,zeroshot_retrieval,0.8514000177383423,en,,,0.7239945530891418,ViT-L-14,wds/mscoco_captions2017,,,commonpool_xl_s13b_b90k,,ViT-L-14 commonpool_xl_s13b_b90k
0.35280242562294006,,0.7760000228881836,0.5303999781608582,0.6100183725357056,zeroshot_retrieval,0.8501999974250793,en,,,0.7112417221069336,ViTamin-B,wds/mscoco_captions2017,,,datacomp1b,,ViTamin-B datacomp1b
0.3976173400878906,,0.8240000009536743,0.59579998254776,0.6549532413482666,zeroshot_retrieval,0.8906000256538391,en,,,0.7512193322181702,ViTamin-B-LTT,wds/mscoco_captions2017,,,datacomp1b,,ViTamin-B-LTT datacomp1b
0.4799312353134155,,0.8686000108718872,0.6690000295639038,0.7230350971221924,zeroshot_retrieval,0.9258000254631042,en,,,0.805308997631073,ViTamin-L2-256,wds/mscoco_captions2017,,,datacomp1b,,ViTamin-L2-256 datacomp1b
0.48448869585990906,,0.8695999979972839,0.6722000241279602,0.7260733842849731,zeroshot_retrieval,0.925000011920929,en,,,0.8085471987724304,ViTamin-L2-336,wds/mscoco_captions2017,,,datacomp1b,,ViTamin-L2-336 datacomp1b
0.46178141236305237,,0.8519999980926514,0.6478000283241272,0.7052050828933716,zeroshot_retrieval,0.9128000140190125,en,,,0.7930359244346619,ViTamin-L-256,wds/mscoco_captions2017,,,datacomp1b,,ViTamin-L-256 datacomp1b
0.4697369337081909,,0.8658000230789185,0.6656000018119812,0.7157591581344604,zeroshot_retrieval,0.9222000241279602,en,,,0.8011513352394104,ViTamin-L2,wds/mscoco_captions2017,,,datacomp1b,,ViTamin-L2 datacomp1b
0.46254098415374756,,0.8628000020980835,0.6467999815940857,0.7073639035224915,zeroshot_retrieval,0.9157999753952026,en,,,0.7928360104560852,ViTamin-L-336,wds/mscoco_captions2017,,,datacomp1b,,ViTamin-L-336 datacomp1b
0.4497881233692169,,0.853600025177002,0.6359999775886536,0.6968097686767578,zeroshot_retrieval,0.9143999814987183,en,,,0.7846806049346924,ViTamin-L,wds/mscoco_captions2017,,,datacomp1b,,ViTamin-L datacomp1b
0.311185747385025,,0.7477999925613403,0.4943999946117401,0.5552890300750732,zeroshot_retrieval,0.8259999752044678,en,,,0.6679859161376953,ViTamin-S,wds/mscoco_captions2017,,,datacomp1b,,ViTamin-S datacomp1b
0.35016390681266785,,0.7847999930381775,0.5419999957084656,0.6098984479904175,zeroshot_retrieval,0.8622000217437744,en,,,0.7148396968841553,ViTamin-S-LTT,wds/mscoco_captions2017,,,datacomp1b,,ViTamin-S-LTT datacomp1b
0.4892460107803345,,0.8737999796867371,0.6705999970436096,0.7295514345169067,zeroshot_retrieval,0.9236000180244446,en,,,0.8115455508232117,ViTamin-XL-256,wds/mscoco_captions2017,,,datacomp1b,,ViTamin-XL-256 datacomp1b
0.4938434362411499,,0.8772000074386597,0.6718000173568726,0.7319101095199585,zeroshot_retrieval,0.928600013256073,en,,,0.8133845329284668,ViTamin-XL-336,wds/mscoco_captions2017,,,datacomp1b,,ViTamin-XL-336 datacomp1b
0.4610218405723572,,0.8474000096321106,0.6317999958992004,0.7062844634056091,zeroshot_retrieval,0.9061999917030334,en,,,0.7940753102302551,ViTamin-XL-384,wds/mscoco_captions2017,,,datacomp1b,,ViTamin-XL-384 datacomp1b
0.4974014461040497,,0.8741999864578247,0.6814000010490417,0.735508143901825,zeroshot_retrieval,0.9261999726295471,en,,,0.8177021145820618,ViT-bigG-14-CLIPA-336,wds/mscoco_captions2017,,,datacomp1b,,ViT-bigG-14-CLIPA-336 datacomp1b
0.4904453456401825,,0.8718000054359436,0.6815999746322632,0.7335492372512817,zeroshot_retrieval,0.925599992275238,en,,,0.8151435256004333,ViT-bigG-14-CLIPA,wds/mscoco_captions2017,,,datacomp1b,,ViT-bigG-14-CLIPA datacomp1b
0.4823299050331116,,0.8697999715805054,0.6682000160217285,0.7221555709838867,zeroshot_retrieval,0.9223999977111816,en,,,0.8089070320129395,ViT-H-14-CLIPA-336,wds/mscoco_captions2017,,,datacomp1b,,ViT-H-14-CLIPA-336 datacomp1b
0.47773247957229614,,0.8677999973297119,0.6624000072479248,0.7201167345046997,zeroshot_retrieval,0.9190000295639038,en,,,0.8038698434829712,ViT-H-14-CLIPA,wds/mscoco_captions2017,,,datacomp1b,,ViT-H-14-CLIPA datacomp1b
0.46537938714027405,,0.8555999994277954,0.6525999903678894,0.7097625136375427,zeroshot_retrieval,0.9128000140190125,en,,,0.798272967338562,ViT-L-14-CLIPA-336,wds/mscoco_captions2017,,,datacomp1b,,ViT-L-14-CLIPA-336 datacomp1b
0.4600223898887634,,0.8565999865531921,0.6498000025749207,0.7038858532905579,zeroshot_retrieval,0.9147999882698059,en,,,0.7918765544891357,ViT-L-14-CLIPA,wds/mscoco_captions2017,,,datacomp1b,,ViT-L-14-CLIPA datacomp1b
0.4932437837123871,,0.8823999762535095,0.6922000050544739,0.7414647936820984,zeroshot_retrieval,0.9351999759674072,en,,,0.8232589960098267,MobileCLIP-B,wds/mscoco_captions2017,,,datacompdr_lt,,MobileCLIP-B datacompdr_lt
0.4967617988586426,,0.8827999830245972,0.6958000063896179,0.7433837056159973,zeroshot_retrieval,0.9333999752998352,en,,,0.8271368145942688,MobileCLIP-B,wds/mscoco_captions2017,,,datacompdr,,MobileCLIP-B datacompdr
0.4343167841434479,,0.8479999899864197,0.633400022983551,0.6841768622398376,zeroshot_retrieval,0.9100000262260437,en,,,0.7745662331581116,MobileCLIP-S1,wds/mscoco_captions2017,,,datacompdr,,MobileCLIP-S1 datacompdr
0.4453106224536896,,0.8579999804496765,0.6431999802589417,0.6934916377067566,zeroshot_retrieval,0.9154000282287598,en,,,0.7829615473747253,MobileCLIP-S2,wds/mscoco_captions2017,,,datacompdr,,MobileCLIP-S2 datacompdr
0.30974653363227844,,0.7246000170707703,0.4740000069141388,0.5671223998069763,zeroshot_retrieval,0.8191999793052673,en,,,0.6763013005256653,ViT-B-16,wds/mscoco_captions2017,,,datacomp_l_s1b_b8k,,ViT-B-16 datacomp_l_s1b_b8k
0.10761973261833191,,0.3725999891757965,0.16979999840259552,0.2668105959892273,zeroshot_retrieval,0.48660001158714294,en,,,0.3668745458126068,ViT-B-32,wds/mscoco_captions2017,,,datacomp_m_s128m_b4k,,ViT-B-32 datacomp_m_s128m_b4k
0.3922203481197357,,0.8080000281333923,0.5767999887466431,0.6441193222999573,zeroshot_retrieval,0.8791999816894531,en,,,0.743583619594574,ViT-B-32-256,wds/mscoco_captions2017,,,datacomp_s34b_b86k,,ViT-B-32-256 datacomp_s34b_b86k
0.009714559651911259,,0.04520000144839287,0.014999999664723873,0.03757895529270172,zeroshot_retrieval,0.07959999889135361,en,,,0.06404413282871246,ViT-B-32,wds/mscoco_captions2017,,,datacomp_s_s13m_b4k,,ViT-B-32 datacomp_s_s13m_b4k
0.3978971838951111,,0.8082000017166138,0.5817999839782715,0.6551530957221985,zeroshot_retrieval,0.8838000297546387,en,,,0.7502598762512207,ViT-B-16,wds/mscoco_captions2017,,,datacomp_xl_s13b_b90k,,ViT-B-16 datacomp_xl_s13b_b90k
0.3629167675971985,,0.7843999862670898,0.545799970626831,0.6202926635742188,zeroshot_retrieval,0.8583999872207642,en,,,0.7257536053657532,ViT-B-32,wds/mscoco_captions2017,,,datacomp_xl_s13b_b90k,,ViT-B-32 datacomp_xl_s13b_b90k
0.44758933782577515,,0.8464000225067139,0.6344000101089478,0.6986087560653687,zeroshot_retrieval,0.9075999855995178,en,,,0.786559522151947,ViT-L-14,wds/mscoco_captions2017,,,datacomp_xl_s13b_b90k,,ViT-L-14 datacomp_xl_s13b_b90k
0.42712080478668213,,0.8330000042915344,0.607200026512146,0.6890541315078735,zeroshot_retrieval,0.9039999842643738,en,,,0.7850403785705566,ViT-B-16,wds/mscoco_captions2017,,,dfn2b,,ViT-B-16 dfn2b
0.4793315827846527,,0.8619999885559082,0.6481999754905701,0.731870174407959,zeroshot_retrieval,0.9186000227928162,en,,,0.8157831430435181,ViT-L-14-quickgelu,wds/mscoco_captions2017,,,dfn2b,,ViT-L-14-quickgelu dfn2b
0.5474134683609009,,0.8980000019073486,0.7202000021934509,0.7826817035675049,zeroshot_retrieval,0.9458000063896179,en,,,0.856600284576416,ViT-H-14-378-quickgelu,wds/mscoco_captions2017,,,dfn5b,,ViT-H-14-378-quickgelu dfn5b
0.5323418974876404,,0.9017999768257141,0.7092000246047974,0.7719277143478394,zeroshot_retrieval,0.9458000063896179,en,,,0.8487647175788879,ViT-H-14-quickgelu,wds/mscoco_captions2017,,,dfn5b,,ViT-H-14-quickgelu dfn5b
0.4793715476989746,,0.8636000156402588,0.6575999855995178,0.7230750918388367,zeroshot_retrieval,0.9196000099182129,en,,,0.8093467950820923,xlm-roberta-large-ViT-H-14,wds/mscoco_captions2017,,,frozen_laion5b_s13b_b90k,,xlm-roberta-large-ViT-H-14 frozen_laion5b_s13b_b90k
0.38702327013015747,,0.7961999773979187,0.5644000172615051,0.6405612826347351,zeroshot_retrieval,0.8748000264167786,en,,,0.7444630861282349,ViT-B-32,wds/mscoco_captions2017,,,laion2b_e16,,ViT-B-32 laion2b_e16
0.3718317747116089,,0.7883999943733215,0.5504000186920166,0.6257296204566956,zeroshot_retrieval,0.8676000237464905,en,,,0.7276325225830078,roberta-ViT-B-32,wds/mscoco_captions2017,,,laion2b_s12b_b32k,,roberta-ViT-B-32 laion2b_s12b_b32k
0.47489404678344727,,0.8568000197410583,0.6516000032424927,0.7198368906974792,zeroshot_retrieval,0.9164000153541565,en,,,0.8040297627449036,ViT-g-14,wds/mscoco_captions2017,,,laion2b_s12b_b42k,,ViT-g-14 laion2b_s12b_b42k
0.42296314239501953,,0.8270000219345093,0.6122000217437744,0.6728231906890869,zeroshot_retrieval,0.9039999842643738,en,,,0.769169270992279,convnext_base_w,wds/mscoco_captions2017,,,laion2b_s13b_b82k_augreg,,convnext_base_w laion2b_s13b_b82k_augreg
0.4206444323062897,,0.8241999745368958,0.6050000190734863,0.673982560634613,zeroshot_retrieval,0.8925999999046326,en,,,0.7698488831520081,convnext_base_w,wds/mscoco_captions2017,,,laion2b_s13b_b82k,,convnext_base_w laion2b_s13b_b82k
0.358879029750824,,0.7764000296592712,0.5406000018119812,0.6120972037315369,zeroshot_retrieval,0.8610000014305115,en,,,0.7197569608688354,coca_ViT-B-32,wds/mscoco_captions2017,,,laion2b_s13b_b90k,,coca_ViT-B-32 laion2b_s13b_b90k
0.4519469141960144,,0.8452000021934509,0.6236000061035156,0.6997681260108948,zeroshot_retrieval,0.9064000248908997,en,,,0.7877188920974731,coca_ViT-L-14,wds/mscoco_captions2017,,,laion2b_s13b_b90k,,coca_ViT-L-14 laion2b_s13b_b90k
0.4631006717681885,,0.8515999913215637,0.6407999992370605,0.7077236771583557,zeroshot_retrieval,0.9111999869346619,en,,,0.7954745292663574,convnext_large_d,wds/mscoco_captions2017,,,laion2b_s26b_b102k_augreg,,convnext_large_d laion2b_s26b_b102k_augreg
0.47229552268981934,,0.8546000123023987,0.6434000134468079,0.7175581455230713,zeroshot_retrieval,0.9160000085830688,en,,,0.8029103875160217,convnext_large_d_320,wds/mscoco_captions2017,,,laion2b_s29b_b131k_ft,,convnext_large_d_320 laion2b_s29b_b131k_ft
0.4774126410484314,,0.8611999750137329,0.6407999992370605,0.719796895980835,zeroshot_retrieval,0.9161999821662903,en,,,0.8061485290527344,convnext_large_d_320,wds/mscoco_captions2017,,,laion2b_s29b_b131k_ft_soup,,convnext_large_d_320 laion2b_s29b_b131k_ft_soup
0.4850083887577057,,0.8664000034332275,0.6614000201225281,0.7277524471282959,zeroshot_retrieval,0.9190000295639038,en,,,0.8105461001396179,ViT-H-14,wds/mscoco_captions2017,,,laion2b_s32b_b79k,,ViT-H-14 laion2b_s32b_b79k
0.4566642642021179,,0.8429999947547913,0.6255999803543091,0.7045654654502869,zeroshot_retrieval,0.9049999713897705,en,,,0.7917965650558472,ViT-L-14,wds/mscoco_captions2017,,,laion2b_s32b_b82k,,ViT-L-14 laion2b_s32b_b82k
0.3880626857280731,,0.8023999929428101,0.5659999847412109,0.647717297077179,zeroshot_retrieval,0.8748000264167786,en,,,0.7467818260192871,ViT-B-32,wds/mscoco_captions2017,,,laion2b_s34b_b79k,,ViT-B-32 laion2b_s34b_b79k
0.4919644892215729,,0.8673999905586243,0.670799970626831,0.731630265712738,zeroshot_retrieval,0.9233999848365784,en,,,0.8153433799743652,convnext_xxlarge,wds/mscoco_captions2017,,,laion2b_s34b_b82k_augreg,,convnext_xxlarge laion2b_s34b_b82k_augreg
0.4945230782032013,,0.8679999709129333,0.6679999828338623,0.7315503358840942,zeroshot_retrieval,0.921999990940094,en,,,0.8161829113960266,convnext_xxlarge,wds/mscoco_captions2017,,,laion2b_s34b_b82k_augreg_rewind,,convnext_xxlarge laion2b_s34b_b82k_augreg_rewind
0.4950827658176422,,0.8723999857902527,0.6710000038146973,0.7327496409416199,zeroshot_retrieval,0.9240000247955322,en,,,0.8163028955459595,convnext_xxlarge,wds/mscoco_captions2017,,,laion2b_s34b_b82k_augreg_soup,,convnext_xxlarge laion2b_s34b_b82k_augreg_soup
0.4170064628124237,,0.8253999948501587,0.5924000144004822,0.6712241172790527,zeroshot_retrieval,0.8903999924659729,en,,,0.7652914524078369,ViT-B-16,wds/mscoco_captions2017,,,laion2b_s34b_b88k,,ViT-B-16 laion2b_s34b_b88k
0.48440873622894287,,0.8677999973297119,0.6624000072479248,0.728911817073822,zeroshot_retrieval,0.9192000031471252,en,,,0.8124650120735168,ViT-g-14,wds/mscoco_captions2017,,,laion2b_s34b_b88k,,ViT-g-14 laion2b_s34b_b88k
0.5063164830207825,,0.8759999871253967,0.6693999767303467,0.7451027631759644,zeroshot_retrieval,0.9277999997138977,en,,,0.8225793838500977,ViT-bigG-14,wds/mscoco_captions2017,,,laion2b_s39b_b160k,,ViT-bigG-14 laion2b_s39b_b160k
0.49692171812057495,,0.8790000081062317,0.6776000261306763,0.7355480790138245,zeroshot_retrieval,0.9330000281333923,en,,,0.8195011019706726,EVA02-E-14,wds/mscoco_captions2017,,,laion2b_s4b_b115k,,EVA02-E-14 laion2b_s4b_b115k
0.5039977431297302,,0.8866000175476074,0.6866000294685364,0.7423442602157593,zeroshot_retrieval,0.9373999834060669,en,,,0.8225793838500977,EVA02-E-14-plus,wds/mscoco_captions2017,,,laion2b_s9b_b144k,,EVA02-E-14-plus laion2b_s9b_b144k
0.4940033555030823,,0.8759999871253967,0.6830000281333923,0.7344287037849426,zeroshot_retrieval,0.9254000186920166,en,,,0.8173422813415527,ViT-H-14-CLIPA-336,wds/mscoco_captions2017,,,laion2b,,ViT-H-14-CLIPA-336 laion2b
0.37902775406837463,,0.8046000003814697,0.5619999766349792,0.632006049156189,zeroshot_retrieval,0.8730000257492065,en,,,0.7312704920768738,ViT-B-16,wds/mscoco_captions2017,,,laion400m_e31,,ViT-B-16 laion400m_e31
0.39821699261665344,,0.8141999840736389,0.5857999920845032,0.6539537906646729,zeroshot_retrieval,0.8817999958992004,en,,,0.7498601078987122,ViT-B-16-plus-240,wds/mscoco_captions2017,,,laion400m_e31,,ViT-B-16-plus-240 laion400m_e31
0.33773088455200195,,0.7621999979019165,0.5170000195503235,0.5939474105834961,zeroshot_retrieval,0.8461999893188477,en,,,0.699688196182251,ViT-B-32,wds/mscoco_captions2017,,,laion400m_e31,,ViT-B-32 laion400m_e31
0.3484848439693451,,0.7703999876976013,0.5365999937057495,0.603941798210144,zeroshot_retrieval,0.8525999784469604,en,,,0.7110418081283569,ViT-B-32-quickgelu,wds/mscoco_captions2017,,,laion400m_e31,,ViT-B-32-quickgelu laion400m_e31
0.4211641550064087,,0.8176000118255615,0.5932000279426575,0.672263503074646,zeroshot_retrieval,0.8895999789237976,en,,,0.7645318508148193,ViT-L-14,wds/mscoco_captions2017,,,laion400m_e31,,ViT-L-14 laion400m_e31
0.3791077136993408,,0.8037999868392944,0.5649999976158142,0.632006049156189,zeroshot_retrieval,0.873199999332428,en,,,0.7331494092941284,ViT-B-16,wds/mscoco_captions2017,,,laion400m_e32,,ViT-B-16 laion400m_e32
0.39957624673843384,,0.8159999847412109,0.5861999988555908,0.6546334028244019,zeroshot_retrieval,0.8838000297546387,en,,,0.7509394884109497,ViT-B-16-plus-240,wds/mscoco_captions2017,,,laion400m_e32,,ViT-B-16-plus-240 laion400m_e32
0.33657151460647583,,0.7662000060081482,0.5171999931335449,0.5937874913215637,zeroshot_retrieval,0.8471999764442444,en,,,0.6985688209533691,ViT-B-32,wds/mscoco_captions2017,,,laion400m_e32,,ViT-B-32 laion400m_e32
0.3489246070384979,,0.7721999883651733,0.5351999998092651,0.603262186050415,zeroshot_retrieval,0.8532000184059143,en,,,0.7110018134117126,ViT-B-32-quickgelu,wds/mscoco_captions2017,,,laion400m_e32,,ViT-B-32-quickgelu laion400m_e32
0.4204445481300354,,0.8184000253677368,0.5924000144004822,0.6723834872245789,zeroshot_retrieval,0.8894000053405762,en,,,0.7656112313270569,ViT-L-14,wds/mscoco_captions2017,,,laion400m_e32,,ViT-L-14 laion400m_e32
0.43315744400024414,,0.8379999995231628,0.6182000041007996,0.6764611601829529,zeroshot_retrieval,0.902400016784668,en,,,0.7682098150253296,EVA01-g-14,wds/mscoco_captions2017,,,laion400m_s11b_b41k,,EVA01-g-14 laion400m_s11b_b41k
0.36711442470550537,,0.7889999747276306,0.5454000234603882,0.6227712631225586,zeroshot_retrieval,0.8691999912261963,en,,,0.7236347794532776,convnext_base,wds/mscoco_captions2017,,,laion400m_s13b_b51k,,convnext_base laion400m_s13b_b51k
0.3717518150806427,,0.7825999855995178,0.5460000038146973,0.6274886131286621,zeroshot_retrieval,0.8605999946594238,en,,,0.7300711870193481,xlm-roberta-base-ViT-B-32,wds/mscoco_captions2017,,,laion5b_s13b_b90k,,xlm-roberta-base-ViT-B-32 laion5b_s13b_b90k
0.4196450114250183,,0.8274000287055969,0.6110000014305115,0.6659470796585083,zeroshot_retrieval,0.892799973487854,en,,,0.7637323141098022,convnext_base_w_320,wds/mscoco_captions2017,,,laion_aesthetic_s13b_b82k_augreg,,convnext_base_w_320 laion_aesthetic_s13b_b82k_augreg
0.4301591217517853,,0.8338000178337097,0.620199978351593,0.6849364638328552,zeroshot_retrieval,0.8996000289916992,en,,,0.7800031900405884,convnext_base_w_320,wds/mscoco_captions2017,,,laion_aesthetic_s13b_b82k,,convnext_base_w_320 laion_aesthetic_s13b_b82k
0.4281602203845978,,0.8317999839782715,0.6082000136375427,0.6834172606468201,zeroshot_retrieval,0.8970000147819519,en,,,0.7772447466850281,convnext_base_w,wds/mscoco_captions2017,,,laion_aesthetic_s13b_b82k,,convnext_base_w laion_aesthetic_s13b_b82k
0.5015591382980347,,0.8737999796867371,0.6913999915122986,0.7359079122543335,zeroshot_retrieval,0.9251999855041504,en,,,0.8177420496940613,EVA01-g-14-plus,wds/mscoco_captions2017,,,merged2b_s11b_b114k,,EVA01-g-14-plus merged2b_s11b_b114k
0.46869751811027527,,0.8525999784469604,0.6370000243186951,0.7067642211914062,zeroshot_retrieval,0.9085999727249146,en,,,0.7905572652816772,EVA02-L-14,wds/mscoco_captions2017,,,merged2b_s4b_b131k,,EVA02-L-14 merged2b_s4b_b131k
0.473334938287735,,0.8533999919891357,0.6467999815940857,0.7104421257972717,zeroshot_retrieval,0.9083999991416931,en,,,0.7968337535858154,EVA02-L-14-336,wds/mscoco_captions2017,,,merged2b_s6b_b61k,,EVA02-L-14-336 merged2b_s6b_b61k
0.41672661900520325,,0.8100000023841858,0.5874000191688538,0.6633884906768799,zeroshot_retrieval,0.885200023651123,en,,,0.756656289100647,EVA02-B-16,wds/mscoco_captions2017,,,merged2b_s8b_b131k,,EVA02-B-16 merged2b_s8b_b131k
0.3928999900817871,,0.8044000267982483,0.5644000172615051,0.6486767530441284,zeroshot_retrieval,0.8737999796867371,en,,,0.7458223104476929,ViT-B-16-quickgelu,wds/mscoco_captions2017,,,metaclip_400m,,ViT-B-16-quickgelu metaclip_400m
0.35983848571777344,,0.7630000114440918,0.5289999842643738,0.6161349415779114,zeroshot_retrieval,0.848800003528595,en,,,0.7230350971221924,ViT-B-32-quickgelu,wds/mscoco_captions2017,,,metaclip_400m,,ViT-B-32-quickgelu metaclip_400m
0.4343167841434479,,0.8307999968528748,0.605400025844574,0.6828575730323792,zeroshot_retrieval,0.8944000005722046,en,,,0.7746861577033997,ViT-L-14-quickgelu,wds/mscoco_captions2017,,,metaclip_400m,,ViT-L-14-quickgelu metaclip_400m
0.4133685231208801,,0.8077999949455261,0.5812000036239624,0.6707843542098999,zeroshot_retrieval,0.8841999769210815,en,,,0.7663308382034302,ViT-B-16-quickgelu,wds/mscoco_captions2017,,,metaclip_fullcc,,ViT-B-16-quickgelu metaclip_fullcc
0.36875349283218384,,0.7932000160217285,0.5641999840736389,0.6338050961494446,zeroshot_retrieval,0.8633999824523926,en,,,0.7413448691368103,ViT-B-32-quickgelu,wds/mscoco_captions2017,,,metaclip_fullcc,,ViT-B-32-quickgelu metaclip_fullcc
0.48109057545661926,,0.8593999743461609,0.647599995136261,0.7262732982635498,zeroshot_retrieval,0.9175999760627747,en,,,0.8100663423538208,ViT-H-14-quickgelu,wds/mscoco_captions2017,,,metaclip_fullcc,,ViT-H-14-quickgelu metaclip_fullcc
0.4661789536476135,,0.849399983882904,0.644599974155426,0.7136003971099854,zeroshot_retrieval,0.9111999869346619,en,,,0.8019908666610718,ViT-L-14-quickgelu,wds/mscoco_captions2017,,,metaclip_fullcc,,ViT-L-14-quickgelu metaclip_fullcc
0.4567442238330841,,0.8022000193595886,0.5568000078201294,0.7183976769447327,zeroshot_retrieval,0.8805999755859375,en,,,0.8072279691696167,nllb-clip-base-siglip,wds/mscoco_captions2017,,,mrl,,nllb-clip-base-siglip mrl
0.5000799298286438,,0.8234000205993652,0.5907999873161316,0.7520588636398315,zeroshot_retrieval,0.8974000215530396,en,,,0.8348125219345093,nllb-clip-large-siglip,wds/mscoco_captions2017,,,mrl,,nllb-clip-large-siglip mrl
0.002758455229923129,,0.03200000151991844,0.008799999952316284,0.011473574675619602,zeroshot_retrieval,0.05260000005364418,en,,,0.021028224378824234,coca_ViT-B-32,wds/mscoco_captions2017,,,mscoco_finetuned_laion2b_s13b_b90k,,coca_ViT-B-32 mscoco_finetuned_laion2b_s13b_b90k
0.5310226082801819,,0.8745999932289124,0.6761999726295471,0.7749260663986206,zeroshot_retrieval,0.9297999739646912,en,,,0.8528024554252625,coca_ViT-L-14,wds/mscoco_captions2017,,,mscoco_finetuned_laion2b_s13b_b90k,,coca_ViT-L-14 mscoco_finetuned_laion2b_s13b_b90k
0.3017510175704956,,0.7423999905586243,0.4984000027179718,0.5412169098854065,zeroshot_retrieval,0.8281999826431274,en,,,0.6527544856071472,RN101,wds/mscoco_captions2017,,,openai,,RN101 openai
0.3017510175704956,,0.7423999905586243,0.4984000027179718,0.5412169098854065,zeroshot_retrieval,0.8281999826431274,en,,,0.6527544856071472,RN101-quickgelu,wds/mscoco_captions2017,,,openai,,RN101-quickgelu openai
0.2826817035675049,,0.7396000027656555,0.4805999994277954,0.5291436910629272,zeroshot_retrieval,0.8306000232696533,en,,,0.6411609649658203,RN50,wds/mscoco_captions2017,,,openai,,RN50 openai
0.2826817035675049,,0.7396000027656555,0.4805999994277954,0.5291436910629272,zeroshot_retrieval,0.8306000232696533,en,,,0.6411609649658203,RN50-quickgelu,wds/mscoco_captions2017,,,openai,,RN50-quickgelu openai
0.35224273800849915,,0.7817999720573425,0.5541999936103821,0.5943071842193604,zeroshot_retrieval,0.8618000149726868,en,,,0.6953306198120117,RN50x16,wds/mscoco_captions2017,,,openai,,RN50x16 openai
0.3250179886817932,,0.7603999972343445,0.5202000141143799,0.566962480545044,zeroshot_retrieval,0.8447999954223633,en,,,0.6712241172790527,RN50x4,wds/mscoco_captions2017,,,openai,,RN50x4 openai
0.3477652370929718,,0.8064000010490417,0.5785999894142151,0.6003837585449219,zeroshot_retrieval,0.8777999877929688,en,,,0.7004077434539795,RN50x64,wds/mscoco_captions2017,,,openai,,RN50x64 openai
0.3270968198776245,,0.7667999863624573,0.5171999931335449,0.577436625957489,zeroshot_retrieval,0.8429999947547913,en,,,0.6821779608726501,ViT-B-16,wds/mscoco_captions2017,,,openai,,ViT-B-16 openai
0.3033501207828522,,0.7487999796867371,0.49959999322891235,0.5475733876228333,zeroshot_retrieval,0.8325999975204468,en,,,0.6609498858451843,ViT-B-32,wds/mscoco_captions2017,,,openai,,ViT-B-32 openai
0.3033501207828522,,0.7487999796867371,0.49959999322891235,0.5475733876228333,zeroshot_retrieval,0.8325999975204468,en,,,0.6609498858451843,ViT-B-32-quickgelu,wds/mscoco_captions2017,,,openai,,ViT-B-32-quickgelu openai
0.36107778549194336,,0.8027999997138977,0.5741999745368958,0.6077396869659424,zeroshot_retrieval,0.8754000067710876,en,,,0.7077236771583557,ViT-L-14-336,wds/mscoco_captions2017,,,openai,,ViT-L-14-336 openai
0.35356199741363525,,0.7955999970436096,0.5608000159263611,0.599504292011261,zeroshot_retrieval,0.8686000108718872,en,,,0.7018469572067261,ViT-L-14,wds/mscoco_captions2017,,,openai,,ViT-L-14 openai
0.2604541480541229,,0.5942000150680542,0.3246000111103058,0.5075957179069519,zeroshot_retrieval,0.7099999785423279,en,,,0.6239705681800842,nllb-clip-base,wds/mscoco_captions2017,,,v1,,nllb-clip-base v1
0.43987366557121277,,0.8116000294685364,0.5795999765396118,0.7038458585739136,zeroshot_retrieval,0.885200023651123,en,,,0.7979931235313416,nllb-clip-base-siglip,wds/mscoco_captions2017,,,v1,,nllb-clip-base-siglip v1
0.3587591052055359,,0.7057999968528748,0.4381999969482422,0.6181338429450989,zeroshot_retrieval,0.803600013256073,en,,,0.7222355604171753,nllb-clip-large,wds/mscoco_captions2017,,,v1,,nllb-clip-large v1
0.4892460107803345,,0.840399980545044,0.6240000128746033,0.7436635494232178,zeroshot_retrieval,0.9065999984741211,en,,,0.8283361196517944,nllb-clip-large-siglip,wds/mscoco_captions2017,,,v1,,nllb-clip-large-siglip v1
0.47429439425468445,,0.8628000020980835,0.6561999917030334,0.7200368046760559,zeroshot_retrieval,0.9196000099182129,en,,,0.8028303980827332,ViT-B-16-SigLIP-256,wds/mscoco_captions2017,,,webli,,ViT-B-16-SigLIP-256 webli
0.4938834309577942,,0.8802000284194946,0.6761999726295471,0.7378668189048767,zeroshot_retrieval,0.9277999997138977,en,,,0.8193811178207397,ViT-B-16-SigLIP-384,wds/mscoco_captions2017,,,webli,,ViT-B-16-SigLIP-384 webli
0.49744144082069397,,0.8795999884605408,0.6850000023841858,0.7395058870315552,zeroshot_retrieval,0.9273999929428101,en,,,0.8188214302062988,ViT-B-16-SigLIP-512,wds/mscoco_captions2017,,,webli,,ViT-B-16-SigLIP-512 webli
0.47157591581344604,,0.8622000217437744,0.6552000045776367,0.720836341381073,zeroshot_retrieval,0.9161999821662903,en,,,0.8059886693954468,ViT-B-16-SigLIP,wds/mscoco_captions2017,,,webli,,ViT-B-16-SigLIP webli
0.44467097520828247,,0.8492000102996826,0.6359999775886536,0.6889342069625854,zeroshot_retrieval,0.9085999727249146,en,,,0.7799232602119446,ViT-B-16-SigLIP-i18n-256,wds/mscoco_captions2017,,,webli,,ViT-B-16-SigLIP-i18n-256 webli
0.5147517323493958,,0.8840000033378601,0.7027999758720398,0.7526185512542725,zeroshot_retrieval,0.9333999752998352,en,,,0.8286559581756592,ViT-L-16-SigLIP-256,wds/mscoco_captions2017,,,webli,,ViT-L-16-SigLIP-256 webli
0.5329815149307251,,0.8913999795913696,0.7170000076293945,0.7626928687095642,zeroshot_retrieval,0.9408000111579895,en,,,0.8368513584136963,ViT-L-16-SigLIP-384,wds/mscoco_captions2017,,,webli,,ViT-L-16-SigLIP-384 webli
0.5342608094215393,,0.8980000019073486,0.722000002861023,0.7627328634262085,zeroshot_retrieval,0.9413999915122986,en,,,0.8380107283592224,ViT-SO400M-14-SigLIP-384,wds/mscoco_captions2017,,,webli,,ViT-SO400M-14-SigLIP-384 webli
0.5084352493286133,,0.8867999911308289,0.6959999799728394,0.7458223104476929,zeroshot_retrieval,0.9381999969482422,en,,,0.8226593136787415,ViT-SO400M-14-SigLIP,wds/mscoco_captions2017,,,webli,,ViT-SO400M-14-SigLIP webli
0.17362277209758759,,0.5580000281333923,0.3052000105381012,0.3880227208137512,zeroshot_retrieval,0.6693999767303467,en,,,0.503637969493866,RN101,wds/mscoco_captions2017,,,yfcc15m,,RN101 yfcc15m
0.17678099870681763,,0.550599992275238,0.2930000126361847,0.3915807008743286,zeroshot_retrieval,0.6710000038146973,en,,,0.5061565637588501,RN101-quickgelu,wds/mscoco_captions2017,,,yfcc15m,,RN101-quickgelu yfcc15m
0.16406811773777008,,0.5335999727249146,0.27900001406669617,0.37267130613327026,zeroshot_retrieval,0.652400016784668,en,,,0.4895658493041992,RN50,wds/mscoco_captions2017,,,yfcc15m,,RN50 yfcc15m
0.164627805352211,,0.521399974822998,0.26499998569488525,0.37211161851882935,zeroshot_retrieval,0.6394000053405762,en,,,0.4911249577999115,RN50-quickgelu,wds/mscoco_captions2017,,,yfcc15m,,RN50-quickgelu yfcc15m
,0.7731214165687561,,,,image_caption_selection,,en,0.7731214165687561,,,RN50,sugar_crepe/add_att,,1.0,cc12m,,RN50 cc12m
,0.7528901696205139,,,,image_caption_selection,,en,0.7528901696205139,,,RN50-quickgelu,sugar_crepe/add_att,,1.0,cc12m,,RN50-quickgelu cc12m
,0.7326589822769165,,,,image_caption_selection,,en,0.7326589822769165,,,ViT-B-16,sugar_crepe/add_att,,1.0,commonpool_l_basic_s1b_b8k,,ViT-B-16 commonpool_l_basic_s1b_b8k
,0.7557803392410278,,,,image_caption_selection,,en,0.7557803392410278,,,ViT-B-16,sugar_crepe/add_att,,1.0,commonpool_l_clip_s1b_b8k,,ViT-B-16 commonpool_l_clip_s1b_b8k
,0.7268785834312439,,,,image_caption_selection,,en,0.7268785834312439,,,ViT-B-16,sugar_crepe/add_att,,1.0,commonpool_l_image_s1b_b8k,,ViT-B-16 commonpool_l_image_s1b_b8k
,0.7572254538536072,,,,image_caption_selection,,en,0.7572254538536072,,,ViT-B-16,sugar_crepe/add_att,,1.0,commonpool_l_laion_s1b_b8k,,ViT-B-16 commonpool_l_laion_s1b_b8k
,0.6849710941314697,,,,image_caption_selection,,en,0.6849710941314697,,,ViT-B-16,sugar_crepe/add_att,,1.0,commonpool_l_s1b_b8k,,ViT-B-16 commonpool_l_s1b_b8k
,0.7109826803207397,,,,image_caption_selection,,en,0.7109826803207397,,,ViT-B-16,sugar_crepe/add_att,,1.0,commonpool_l_text_s1b_b8k,,ViT-B-16 commonpool_l_text_s1b_b8k
,0.663294792175293,,,,image_caption_selection,,en,0.663294792175293,,,ViT-B-32,sugar_crepe/add_att,,1.0,commonpool_m_basic_s128m_b4k,,ViT-B-32 commonpool_m_basic_s128m_b4k
,0.6806358098983765,,,,image_caption_selection,,en,0.6806358098983765,,,ViT-B-32,sugar_crepe/add_att,,1.0,commonpool_m_clip_s128m_b4k,,ViT-B-32 commonpool_m_clip_s128m_b4k
,0.6401734352111816,,,,image_caption_selection,,en,0.6401734352111816,,,ViT-B-32,sugar_crepe/add_att,,1.0,commonpool_m_image_s128m_b4k,,ViT-B-32 commonpool_m_image_s128m_b4k
,0.6459537744522095,,,,image_caption_selection,,en,0.6459537744522095,,,ViT-B-32,sugar_crepe/add_att,,1.0,commonpool_m_laion_s128m_b4k,,ViT-B-32 commonpool_m_laion_s128m_b4k
,0.6459537744522095,,,,image_caption_selection,,en,0.6459537744522095,,,ViT-B-32,sugar_crepe/add_att,,1.0,commonpool_m_s128m_b4k,,ViT-B-32 commonpool_m_s128m_b4k
,0.6488439440727234,,,,image_caption_selection,,en,0.6488439440727234,,,ViT-B-32,sugar_crepe/add_att,,1.0,commonpool_m_text_s128m_b4k,,ViT-B-32 commonpool_m_text_s128m_b4k
,0.5765895843505859,,,,image_caption_selection,,en,0.5765895843505859,,,ViT-B-32,sugar_crepe/add_att,,1.0,commonpool_s_basic_s13m_b4k,,ViT-B-32 commonpool_s_basic_s13m_b4k
,0.6271676421165466,,,,image_caption_selection,,en,0.6271676421165466,,,ViT-B-32,sugar_crepe/add_att,,1.0,commonpool_s_clip_s13m_b4k,,ViT-B-32 commonpool_s_clip_s13m_b4k
,0.599711000919342,,,,image_caption_selection,,en,0.599711000919342,,,ViT-B-32,sugar_crepe/add_att,,1.0,commonpool_s_image_s13m_b4k,,ViT-B-32 commonpool_s_image_s13m_b4k
,0.6315028667449951,,,,image_caption_selection,,en,0.6315028667449951,,,ViT-B-32,sugar_crepe/add_att,,1.0,commonpool_s_laion_s13m_b4k,,ViT-B-32 commonpool_s_laion_s13m_b4k
,0.6011560559272766,,,,image_caption_selection,,en,0.6011560559272766,,,ViT-B-32,sugar_crepe/add_att,,1.0,commonpool_s_s13m_b4k,,ViT-B-32 commonpool_s_s13m_b4k
,0.6069363951683044,,,,image_caption_selection,,en,0.6069363951683044,,,ViT-B-32,sugar_crepe/add_att,,1.0,commonpool_s_text_s13m_b4k,,ViT-B-32 commonpool_s_text_s13m_b4k
,0.8005780577659607,,,,image_caption_selection,,en,0.8005780577659607,,,ViT-L-14,sugar_crepe/add_att,,1.0,commonpool_xl_clip_s13b_b90k,,ViT-L-14 commonpool_xl_clip_s13b_b90k
,0.836705207824707,,,,image_caption_selection,,en,0.836705207824707,,,ViT-L-14,sugar_crepe/add_att,,1.0,commonpool_xl_laion_s13b_b90k,,ViT-L-14 commonpool_xl_laion_s13b_b90k
,0.75,,,,image_caption_selection,,en,0.75,,,ViT-L-14,sugar_crepe/add_att,,1.0,commonpool_xl_s13b_b90k,,ViT-L-14 commonpool_xl_s13b_b90k
,0.7658959627151489,,,,image_caption_selection,,en,0.7658959627151489,,,ViTamin-B,sugar_crepe/add_att,,1.0,datacomp1b,,ViTamin-B datacomp1b
,0.7832369804382324,,,,image_caption_selection,,en,0.7832369804382324,,,ViTamin-B-LTT,sugar_crepe/add_att,,1.0,datacomp1b,,ViTamin-B-LTT datacomp1b
,0.8511560559272766,,,,image_caption_selection,,en,0.8511560559272766,,,ViTamin-L2-256,sugar_crepe/add_att,,1.0,datacomp1b,,ViTamin-L2-256 datacomp1b
,0.8598265647888184,,,,image_caption_selection,,en,0.8598265647888184,,,ViTamin-L2-336,sugar_crepe/add_att,,1.0,datacomp1b,,ViTamin-L2-336 datacomp1b
,0.8323699235916138,,,,image_caption_selection,,en,0.8323699235916138,,,ViTamin-L-256,sugar_crepe/add_att,,1.0,datacomp1b,,ViTamin-L-256 datacomp1b
,0.8323699235916138,,,,image_caption_selection,,en,0.8323699235916138,,,ViTamin-L2,sugar_crepe/add_att,,1.0,datacomp1b,,ViTamin-L2 datacomp1b
,0.836705207824707,,,,image_caption_selection,,en,0.836705207824707,,,ViTamin-L-336,sugar_crepe/add_att,,1.0,datacomp1b,,ViTamin-L-336 datacomp1b
,0.8323699235916138,,,,image_caption_selection,,en,0.8323699235916138,,,ViTamin-L,sugar_crepe/add_att,,1.0,datacomp1b,,ViTamin-L datacomp1b
,0.736994206905365,,,,image_caption_selection,,en,0.736994206905365,,,ViTamin-S,sugar_crepe/add_att,,1.0,datacomp1b,,ViTamin-S datacomp1b
,0.7702311873435974,,,,image_caption_selection,,en,0.7702311873435974,,,ViTamin-S-LTT,sugar_crepe/add_att,,1.0,datacomp1b,,ViTamin-S-LTT datacomp1b
,0.8598265647888184,,,,image_caption_selection,,en,0.8598265647888184,,,ViTamin-XL-256,sugar_crepe/add_att,,1.0,datacomp1b,,ViTamin-XL-256 datacomp1b
,0.8569363951683044,,,,image_caption_selection,,en,0.8569363951683044,,,ViTamin-XL-336,sugar_crepe/add_att,,1.0,datacomp1b,,ViTamin-XL-336 datacomp1b
,0.839595377445221,,,,image_caption_selection,,en,0.839595377445221,,,ViTamin-XL-384,sugar_crepe/add_att,,1.0,datacomp1b,,ViTamin-XL-384 datacomp1b
,0.8627167344093323,,,,image_caption_selection,,en,0.8627167344093323,,,ViT-bigG-14-CLIPA-336,sugar_crepe/add_att,,1.0,datacomp1b,,ViT-bigG-14-CLIPA-336 datacomp1b
,0.8554913401603699,,,,image_caption_selection,,en,0.8554913401603699,,,ViT-bigG-14-CLIPA,sugar_crepe/add_att,,1.0,datacomp1b,,ViT-bigG-14-CLIPA datacomp1b
,0.8424855470657349,,,,image_caption_selection,,en,0.8424855470657349,,,ViT-H-14-CLIPA-336,sugar_crepe/add_att,,1.0,datacomp1b,,ViT-H-14-CLIPA-336 datacomp1b
,0.8323699235916138,,,,image_caption_selection,,en,0.8323699235916138,,,ViT-H-14-CLIPA,sugar_crepe/add_att,,1.0,datacomp1b,,ViT-H-14-CLIPA datacomp1b
,0.8309248685836792,,,,image_caption_selection,,en,0.8309248685836792,,,ViT-L-14-CLIPA-336,sugar_crepe/add_att,,1.0,datacomp1b,,ViT-L-14-CLIPA-336 datacomp1b
,0.8265895843505859,,,,image_caption_selection,,en,0.8265895843505859,,,ViT-L-14-CLIPA,sugar_crepe/add_att,,1.0,datacomp1b,,ViT-L-14-CLIPA datacomp1b
,0.8381502628326416,,,,image_caption_selection,,en,0.8381502628326416,,,MobileCLIP-B,sugar_crepe/add_att,,1.0,datacompdr_lt,,MobileCLIP-B datacompdr_lt
,0.8294797539710999,,,,image_caption_selection,,en,0.8294797539710999,,,MobileCLIP-B,sugar_crepe/add_att,,1.0,datacompdr,,MobileCLIP-B datacompdr
,0.7875722646713257,,,,image_caption_selection,,en,0.7875722646713257,,,MobileCLIP-S1,sugar_crepe/add_att,,1.0,datacompdr,,MobileCLIP-S1 datacompdr
,0.7789017558097839,,,,image_caption_selection,,en,0.7789017558097839,,,MobileCLIP-S2,sugar_crepe/add_att,,1.0,datacompdr,,MobileCLIP-S2 datacompdr
,0.7861271500587463,,,,image_caption_selection,,en,0.7861271500587463,,,ViT-B-16,sugar_crepe/add_att,,1.0,datacomp_l_s1b_b8k,,ViT-B-16 datacomp_l_s1b_b8k
,0.6719653010368347,,,,image_caption_selection,,en,0.6719653010368347,,,ViT-B-32,sugar_crepe/add_att,,1.0,datacomp_m_s128m_b4k,,ViT-B-32 datacomp_m_s128m_b4k
,0.8121387362480164,,,,image_caption_selection,,en,0.8121387362480164,,,ViT-B-32-256,sugar_crepe/add_att,,1.0,datacomp_s34b_b86k,,ViT-B-32-256 datacomp_s34b_b86k
,0.599711000919342,,,,image_caption_selection,,en,0.599711000919342,,,ViT-B-32,sugar_crepe/add_att,,1.0,datacomp_s_s13m_b4k,,ViT-B-32 datacomp_s_s13m_b4k
,0.8179190754890442,,,,image_caption_selection,,en,0.8179190754890442,,,ViT-B-16,sugar_crepe/add_att,,1.0,datacomp_xl_s13b_b90k,,ViT-B-16 datacomp_xl_s13b_b90k
,0.7861271500587463,,,,image_caption_selection,,en,0.7861271500587463,,,ViT-B-32,sugar_crepe/add_att,,1.0,datacomp_xl_s13b_b90k,,ViT-B-32 datacomp_xl_s13b_b90k
,0.8482658863067627,,,,image_caption_selection,,en,0.8482658863067627,,,ViT-L-14,sugar_crepe/add_att,,1.0,datacomp_xl_s13b_b90k,,ViT-L-14 datacomp_xl_s13b_b90k
,0.7803468108177185,,,,image_caption_selection,,en,0.7803468108177185,,,ViT-B-16,sugar_crepe/add_att,,1.0,dfn2b,,ViT-B-16 dfn2b
,0.8179190754890442,,,,image_caption_selection,,en,0.8179190754890442,,,ViT-L-14-quickgelu,sugar_crepe/add_att,,1.0,dfn2b,,ViT-L-14-quickgelu dfn2b
,0.852601170539856,,,,image_caption_selection,,en,0.852601170539856,,,ViT-H-14-378-quickgelu,sugar_crepe/add_att,,1.0,dfn5b,,ViT-H-14-378-quickgelu dfn5b
,0.8338150382041931,,,,image_caption_selection,,en,0.8338150382041931,,,ViT-H-14-quickgelu,sugar_crepe/add_att,,1.0,dfn5b,,ViT-H-14-quickgelu dfn5b
,0.8612716794013977,,,,image_caption_selection,,en,0.8612716794013977,,,xlm-roberta-large-ViT-H-14,sugar_crepe/add_att,,1.0,frozen_laion5b_s13b_b90k,,xlm-roberta-large-ViT-H-14 frozen_laion5b_s13b_b90k
,0.7962427735328674,,,,image_caption_selection,,en,0.7962427735328674,,,ViT-B-32,sugar_crepe/add_att,,1.0,laion2b_e16,,ViT-B-32 laion2b_e16
,0.8020231127738953,,,,image_caption_selection,,en,0.8020231127738953,,,roberta-ViT-B-32,sugar_crepe/add_att,,1.0,laion2b_s12b_b32k,,roberta-ViT-B-32 laion2b_s12b_b32k
,0.8208092451095581,,,,image_caption_selection,,en,0.8208092451095581,,,ViT-g-14,sugar_crepe/add_att,,1.0,laion2b_s12b_b42k,,ViT-g-14 laion2b_s12b_b42k
,0.8034682273864746,,,,image_caption_selection,,en,0.8034682273864746,,,convnext_base_w,sugar_crepe/add_att,,1.0,laion2b_s13b_b82k_augreg,,convnext_base_w laion2b_s13b_b82k_augreg
,0.839595377445221,,,,image_caption_selection,,en,0.839595377445221,,,convnext_base_w,sugar_crepe/add_att,,1.0,laion2b_s13b_b82k,,convnext_base_w laion2b_s13b_b82k
,0.7861271500587463,,,,image_caption_selection,,en,0.7861271500587463,,,coca_ViT-B-32,sugar_crepe/add_att,,1.0,laion2b_s13b_b90k,,coca_ViT-B-32 laion2b_s13b_b90k
,0.8323699235916138,,,,image_caption_selection,,en,0.8323699235916138,,,coca_ViT-L-14,sugar_crepe/add_att,,1.0,laion2b_s13b_b90k,,coca_ViT-L-14 laion2b_s13b_b90k
,0.8280346989631653,,,,image_caption_selection,,en,0.8280346989631653,,,convnext_large_d,sugar_crepe/add_att,,1.0,laion2b_s26b_b102k_augreg,,convnext_large_d laion2b_s26b_b102k_augreg
,0.823699414730072,,,,image_caption_selection,,en,0.823699414730072,,,convnext_large_d_320,sugar_crepe/add_att,,1.0,laion2b_s29b_b131k_ft,,convnext_large_d_320 laion2b_s29b_b131k_ft
,0.8280346989631653,,,,image_caption_selection,,en,0.8280346989631653,,,convnext_large_d_320,sugar_crepe/add_att,,1.0,laion2b_s29b_b131k_ft_soup,,convnext_large_d_320 laion2b_s29b_b131k_ft_soup
,0.8598265647888184,,,,image_caption_selection,,en,0.8598265647888184,,,ViT-H-14,sugar_crepe/add_att,,1.0,laion2b_s32b_b79k,,ViT-H-14 laion2b_s32b_b79k
,0.8208092451095581,,,,image_caption_selection,,en,0.8208092451095581,,,ViT-L-14,sugar_crepe/add_att,,1.0,laion2b_s32b_b82k,,ViT-L-14 laion2b_s32b_b82k
,0.7789017558097839,,,,image_caption_selection,,en,0.7789017558097839,,,ViT-B-32,sugar_crepe/add_att,,1.0,laion2b_s34b_b79k,,ViT-B-32 laion2b_s34b_b79k
,0.8453757166862488,,,,image_caption_selection,,en,0.8453757166862488,,,convnext_xxlarge,sugar_crepe/add_att,,1.0,laion2b_s34b_b82k_augreg,,convnext_xxlarge laion2b_s34b_b82k_augreg
,0.852601170539856,,,,image_caption_selection,,en,0.852601170539856,,,convnext_xxlarge,sugar_crepe/add_att,,1.0,laion2b_s34b_b82k_augreg_rewind,,convnext_xxlarge laion2b_s34b_b82k_augreg_rewind
,0.8482658863067627,,,,image_caption_selection,,en,0.8482658863067627,,,convnext_xxlarge,sugar_crepe/add_att,,1.0,laion2b_s34b_b82k_augreg_soup,,convnext_xxlarge laion2b_s34b_b82k_augreg_soup
,0.8179190754890442,,,,image_caption_selection,,en,0.8179190754890442,,,ViT-B-16,sugar_crepe/add_att,,1.0,laion2b_s34b_b88k,,ViT-B-16 laion2b_s34b_b88k
,0.8554913401603699,,,,image_caption_selection,,en,0.8554913401603699,,,ViT-g-14,sugar_crepe/add_att,,1.0,laion2b_s34b_b88k,,ViT-g-14 laion2b_s34b_b88k
,0.8468208312988281,,,,image_caption_selection,,en,0.8468208312988281,,,ViT-bigG-14,sugar_crepe/add_att,,1.0,laion2b_s39b_b160k,,ViT-bigG-14 laion2b_s39b_b160k
,0.8410404920578003,,,,image_caption_selection,,en,0.8410404920578003,,,EVA02-E-14,sugar_crepe/add_att,,1.0,laion2b_s4b_b115k,,EVA02-E-14 laion2b_s4b_b115k
,0.839595377445221,,,,image_caption_selection,,en,0.839595377445221,,,EVA02-E-14-plus,sugar_crepe/add_att,,1.0,laion2b_s9b_b144k,,EVA02-E-14-plus laion2b_s9b_b144k
,0.8540462255477905,,,,image_caption_selection,,en,0.8540462255477905,,,ViT-H-14-CLIPA-336,sugar_crepe/add_att,,1.0,laion2b,,ViT-H-14-CLIPA-336 laion2b
,0.7803468108177185,,,,image_caption_selection,,en,0.7803468108177185,,,ViT-B-16,sugar_crepe/add_att,,1.0,laion400m_e31,,ViT-B-16 laion400m_e31
,0.7789017558097839,,,,image_caption_selection,,en,0.7789017558097839,,,ViT-B-16-plus-240,sugar_crepe/add_att,,1.0,laion400m_e31,,ViT-B-16-plus-240 laion400m_e31
,0.7846820950508118,,,,image_caption_selection,,en,0.7846820950508118,,,ViT-B-32,sugar_crepe/add_att,,1.0,laion400m_e31,,ViT-B-32 laion400m_e31
,0.7846820950508118,,,,image_caption_selection,,en,0.7846820950508118,,,ViT-B-32-quickgelu,sugar_crepe/add_att,,1.0,laion400m_e31,,ViT-B-32-quickgelu laion400m_e31
,0.8092485666275024,,,,image_caption_selection,,en,0.8092485666275024,,,ViT-L-14,sugar_crepe/add_att,,1.0,laion400m_e31,,ViT-L-14 laion400m_e31
,0.7890173196792603,,,,image_caption_selection,,en,0.7890173196792603,,,ViT-B-16,sugar_crepe/add_att,,1.0,laion400m_e32,,ViT-B-16 laion400m_e32
,0.7789017558097839,,,,image_caption_selection,,en,0.7789017558097839,,,ViT-B-16-plus-240,sugar_crepe/add_att,,1.0,laion400m_e32,,ViT-B-16-plus-240 laion400m_e32
,0.7846820950508118,,,,image_caption_selection,,en,0.7846820950508118,,,ViT-B-32,sugar_crepe/add_att,,1.0,laion400m_e32,,ViT-B-32 laion400m_e32
,0.7846820950508118,,,,image_caption_selection,,en,0.7846820950508118,,,ViT-B-32-quickgelu,sugar_crepe/add_att,,1.0,laion400m_e32,,ViT-B-32-quickgelu laion400m_e32
,0.8150289058685303,,,,image_caption_selection,,en,0.8150289058685303,,,ViT-L-14,sugar_crepe/add_att,,1.0,laion400m_e32,,ViT-L-14 laion400m_e32
,0.8092485666275024,,,,image_caption_selection,,en,0.8092485666275024,,,EVA01-g-14,sugar_crepe/add_att,,1.0,laion400m_s11b_b41k,,EVA01-g-14 laion400m_s11b_b41k
,0.7832369804382324,,,,image_caption_selection,,en,0.7832369804382324,,,convnext_base,sugar_crepe/add_att,,1.0,laion400m_s13b_b51k,,convnext_base laion400m_s13b_b51k
,0.810693621635437,,,,image_caption_selection,,en,0.810693621635437,,,xlm-roberta-base-ViT-B-32,sugar_crepe/add_att,,1.0,laion5b_s13b_b90k,,xlm-roberta-base-ViT-B-32 laion5b_s13b_b90k
,0.8164739608764648,,,,image_caption_selection,,en,0.8164739608764648,,,convnext_base_w_320,sugar_crepe/add_att,,1.0,laion_aesthetic_s13b_b82k_augreg,,convnext_base_w_320 laion_aesthetic_s13b_b82k_augreg
,0.8179190754890442,,,,image_caption_selection,,en,0.8179190754890442,,,convnext_base_w_320,sugar_crepe/add_att,,1.0,laion_aesthetic_s13b_b82k,,convnext_base_w_320 laion_aesthetic_s13b_b82k
,0.8381502628326416,,,,image_caption_selection,,en,0.8381502628326416,,,convnext_base_w,sugar_crepe/add_att,,1.0,laion_aesthetic_s13b_b82k,,convnext_base_w laion_aesthetic_s13b_b82k
,0.8424855470657349,,,,image_caption_selection,,en,0.8424855470657349,,,EVA01-g-14-plus,sugar_crepe/add_att,,1.0,merged2b_s11b_b114k,,EVA01-g-14-plus merged2b_s11b_b114k
,0.8294797539710999,,,,image_caption_selection,,en,0.8294797539710999,,,EVA02-L-14,sugar_crepe/add_att,,1.0,merged2b_s4b_b131k,,EVA02-L-14 merged2b_s4b_b131k
,0.8540462255477905,,,,image_caption_selection,,en,0.8540462255477905,,,EVA02-L-14-336,sugar_crepe/add_att,,1.0,merged2b_s6b_b61k,,EVA02-L-14-336 merged2b_s6b_b61k
,0.7817919254302979,,,,image_caption_selection,,en,0.7817919254302979,,,EVA02-B-16,sugar_crepe/add_att,,1.0,merged2b_s8b_b131k,,EVA02-B-16 merged2b_s8b_b131k
,0.7601156234741211,,,,image_caption_selection,,en,0.7601156234741211,,,ViT-B-16-quickgelu,sugar_crepe/add_att,,1.0,metaclip_400m,,ViT-B-16-quickgelu metaclip_400m
,0.7789017558097839,,,,image_caption_selection,,en,0.7789017558097839,,,ViT-B-32-quickgelu,sugar_crepe/add_att,,1.0,metaclip_400m,,ViT-B-32-quickgelu metaclip_400m
,0.7861271500587463,,,,image_caption_selection,,en,0.7861271500587463,,,ViT-L-14-quickgelu,sugar_crepe/add_att,,1.0,metaclip_400m,,ViT-L-14-quickgelu metaclip_400m
,0.7861271500587463,,,,image_caption_selection,,en,0.7861271500587463,,,ViT-B-16-quickgelu,sugar_crepe/add_att,,1.0,metaclip_fullcc,,ViT-B-16-quickgelu metaclip_fullcc
,0.7962427735328674,,,,image_caption_selection,,en,0.7962427735328674,,,ViT-B-32-quickgelu,sugar_crepe/add_att,,1.0,metaclip_fullcc,,ViT-B-32-quickgelu metaclip_fullcc
,0.8280346989631653,,,,image_caption_selection,,en,0.8280346989631653,,,ViT-H-14-quickgelu,sugar_crepe/add_att,,1.0,metaclip_fullcc,,ViT-H-14-quickgelu metaclip_fullcc
,0.810693621635437,,,,image_caption_selection,,en,0.810693621635437,,,ViT-L-14-quickgelu,sugar_crepe/add_att,,1.0,metaclip_fullcc,,ViT-L-14-quickgelu metaclip_fullcc
,0.8771676421165466,,,,image_caption_selection,,en,0.8771676421165466,,,nllb-clip-base-siglip,sugar_crepe/add_att,,1.0,mrl,,nllb-clip-base-siglip mrl
,0.8612716794013977,,,,image_caption_selection,,en,0.8612716794013977,,,nllb-clip-large-siglip,sugar_crepe/add_att,,1.0,mrl,,nllb-clip-large-siglip mrl
,0.426300585269928,,,,image_caption_selection,,en,0.426300585269928,,,coca_ViT-B-32,sugar_crepe/add_att,,1.0,mscoco_finetuned_laion2b_s13b_b90k,,coca_ViT-B-32 mscoco_finetuned_laion2b_s13b_b90k
,0.8294797539710999,,,,image_caption_selection,,en,0.8294797539710999,,,coca_ViT-L-14,sugar_crepe/add_att,,1.0,mscoco_finetuned_laion2b_s13b_b90k,,coca_ViT-L-14 mscoco_finetuned_laion2b_s13b_b90k
,0.6994219422340393,,,,image_caption_selection,,en,0.6994219422340393,,,RN101,sugar_crepe/add_att,,1.0,openai,,RN101 openai
,0.6994219422340393,,,,image_caption_selection,,en,0.6994219422340393,,,RN101-quickgelu,sugar_crepe/add_att,,1.0,openai,,RN101-quickgelu openai
,0.6965317726135254,,,,image_caption_selection,,en,0.6965317726135254,,,RN50,sugar_crepe/add_att,,1.0,openai,,RN50 openai
,0.6965317726135254,,,,image_caption_selection,,en,0.6965317726135254,,,RN50-quickgelu,sugar_crepe/add_att,,1.0,openai,,RN50-quickgelu openai
,0.7586705088615417,,,,image_caption_selection,,en,0.7586705088615417,,,RN50x16,sugar_crepe/add_att,,1.0,openai,,RN50x16 openai
,0.7023121118545532,,,,image_caption_selection,,en,0.7023121118545532,,,RN50x4,sugar_crepe/add_att,,1.0,openai,,RN50x4 openai
,0.7413294911384583,,,,image_caption_selection,,en,0.7413294911384583,,,RN50x64,sugar_crepe/add_att,,1.0,openai,,RN50x64 openai
,0.6690751314163208,,,,image_caption_selection,,en,0.6690751314163208,,,ViT-B-16,sugar_crepe/add_att,,1.0,openai,,ViT-B-16 openai
,0.6864162087440491,,,,image_caption_selection,,en,0.6864162087440491,,,ViT-B-32,sugar_crepe/add_att,,1.0,openai,,ViT-B-32 openai
,0.6864162087440491,,,,image_caption_selection,,en,0.6864162087440491,,,ViT-B-32-quickgelu,sugar_crepe/add_att,,1.0,openai,,ViT-B-32-quickgelu openai
,0.7398843765258789,,,,image_caption_selection,,en,0.7398843765258789,,,ViT-L-14-336,sugar_crepe/add_att,,1.0,openai,,ViT-L-14-336 openai
,0.7153179049491882,,,,image_caption_selection,,en,0.7153179049491882,,,ViT-L-14,sugar_crepe/add_att,,1.0,openai,,ViT-L-14 openai
,0.7904624342918396,,,,image_caption_selection,,en,0.7904624342918396,,,nllb-clip-base,sugar_crepe/add_att,,1.0,v1,,nllb-clip-base v1
,0.8323699235916138,,,,image_caption_selection,,en,0.8323699235916138,,,nllb-clip-base-siglip,sugar_crepe/add_att,,1.0,v1,,nllb-clip-base-siglip v1
,0.8482658863067627,,,,image_caption_selection,,en,0.8482658863067627,,,nllb-clip-large,sugar_crepe/add_att,,1.0,v1,,nllb-clip-large v1
,0.8612716794013977,,,,image_caption_selection,,en,0.8612716794013977,,,nllb-clip-large-siglip,sugar_crepe/add_att,,1.0,v1,,nllb-clip-large-siglip v1
,0.8453757166862488,,,,image_caption_selection,,en,0.8453757166862488,,,ViT-B-16-SigLIP-256,sugar_crepe/add_att,,1.0,webli,,ViT-B-16-SigLIP-256 webli
,0.8352600932121277,,,,image_caption_selection,,en,0.8352600932121277,,,ViT-B-16-SigLIP-384,sugar_crepe/add_att,,1.0,webli,,ViT-B-16-SigLIP-384 webli
,0.8078034520149231,,,,image_caption_selection,,en,0.8078034520149231,,,ViT-B-16-SigLIP-512,sugar_crepe/add_att,,1.0,webli,,ViT-B-16-SigLIP-512 webli
,0.8381502628326416,,,,image_caption_selection,,en,0.8381502628326416,,,ViT-B-16-SigLIP,sugar_crepe/add_att,,1.0,webli,,ViT-B-16-SigLIP webli
,0.7875722646713257,,,,image_caption_selection,,en,0.7875722646713257,,,ViT-B-16-SigLIP-i18n-256,sugar_crepe/add_att,,1.0,webli,,ViT-B-16-SigLIP-i18n-256 webli
,0.8294797539710999,,,,image_caption_selection,,en,0.8294797539710999,,,ViT-L-16-SigLIP-256,sugar_crepe/add_att,,1.0,webli,,ViT-L-16-SigLIP-256 webli
,0.8193641901016235,,,,image_caption_selection,,en,0.8193641901016235,,,ViT-L-16-SigLIP-384,sugar_crepe/add_att,,1.0,webli,,ViT-L-16-SigLIP-384 webli
,0.8381502628326416,,,,image_caption_selection,,en,0.8381502628326416,,,ViT-SO400M-14-SigLIP-384,sugar_crepe/add_att,,1.0,webli,,ViT-SO400M-14-SigLIP-384 webli
,0.8742774724960327,,,,image_caption_selection,,en,0.8742774724960327,,,ViT-SO400M-14-SigLIP,sugar_crepe/add_att,,1.0,webli,,ViT-SO400M-14-SigLIP webli
,0.6921965479850769,,,,image_caption_selection,,en,0.6921965479850769,,,RN101,sugar_crepe/add_att,,1.0,yfcc15m,,RN101 yfcc15m
,0.6705202460289001,,,,image_caption_selection,,en,0.6705202460289001,,,RN101-quickgelu,sugar_crepe/add_att,,1.0,yfcc15m,,RN101-quickgelu yfcc15m
,0.6849710941314697,,,,image_caption_selection,,en,0.6849710941314697,,,RN50,sugar_crepe/add_att,,1.0,yfcc15m,,RN50 yfcc15m
,0.6690751314163208,,,,image_caption_selection,,en,0.6690751314163208,,,RN50-quickgelu,sugar_crepe/add_att,,1.0,yfcc15m,,RN50-quickgelu yfcc15m
,0.8021338582038879,,,,image_caption_selection,,en,0.8021338582038879,,,RN50,sugar_crepe/add_obj,,1.0,cc12m,,RN50 cc12m
,0.7938894033432007,,,,image_caption_selection,,en,0.7938894033432007,,,RN50-quickgelu,sugar_crepe/add_obj,,1.0,cc12m,,RN50-quickgelu cc12m
,0.8331716656684875,,,,image_caption_selection,,en,0.8331716656684875,,,ViT-B-16,sugar_crepe/add_obj,,1.0,commonpool_l_basic_s1b_b8k,,ViT-B-16 commonpool_l_basic_s1b_b8k
,0.8273521065711975,,,,image_caption_selection,,en,0.8273521065711975,,,ViT-B-16,sugar_crepe/add_obj,,1.0,commonpool_l_clip_s1b_b8k,,ViT-B-16 commonpool_l_clip_s1b_b8k
,0.8166828155517578,,,,image_caption_selection,,en,0.8166828155517578,,,ViT-B-16,sugar_crepe/add_obj,,1.0,commonpool_l_image_s1b_b8k,,ViT-B-16 commonpool_l_image_s1b_b8k
,0.82880699634552,,,,image_caption_selection,,en,0.82880699634552,,,ViT-B-16,sugar_crepe/add_obj,,1.0,commonpool_l_laion_s1b_b8k,,ViT-B-16 commonpool_l_laion_s1b_b8k
,0.8171678185462952,,,,image_caption_selection,,en,0.8171678185462952,,,ViT-B-16,sugar_crepe/add_obj,,1.0,commonpool_l_s1b_b8k,,ViT-B-16 commonpool_l_s1b_b8k
,0.8249272704124451,,,,image_caption_selection,,en,0.8249272704124451,,,ViT-B-16,sugar_crepe/add_obj,,1.0,commonpool_l_text_s1b_b8k,,ViT-B-16 commonpool_l_text_s1b_b8k
,0.6774975657463074,,,,image_caption_selection,,en,0.6774975657463074,,,ViT-B-32,sugar_crepe/add_obj,,1.0,commonpool_m_basic_s128m_b4k,,ViT-B-32 commonpool_m_basic_s128m_b4k
,0.6707080602645874,,,,image_caption_selection,,en,0.6707080602645874,,,ViT-B-32,sugar_crepe/add_obj,,1.0,commonpool_m_clip_s128m_b4k,,ViT-B-32 commonpool_m_clip_s128m_b4k
,0.67119300365448,,,,image_caption_selection,,en,0.67119300365448,,,ViT-B-32,sugar_crepe/add_obj,,1.0,commonpool_m_image_s128m_b4k,,ViT-B-32 commonpool_m_image_s128m_b4k
,0.6789524555206299,,,,image_caption_selection,,en,0.6789524555206299,,,ViT-B-32,sugar_crepe/add_obj,,1.0,commonpool_m_laion_s128m_b4k,,ViT-B-32 commonpool_m_laion_s128m_b4k
,0.6653734445571899,,,,image_caption_selection,,en,0.6653734445571899,,,ViT-B-32,sugar_crepe/add_obj,,1.0,commonpool_m_s128m_b4k,,ViT-B-32 commonpool_m_s128m_b4k
,0.6745877861976624,,,,image_caption_selection,,en,0.6745877861976624,,,ViT-B-32,sugar_crepe/add_obj,,1.0,commonpool_m_text_s128m_b4k,,ViT-B-32 commonpool_m_text_s128m_b4k
,0.5397672057151794,,,,image_caption_selection,,en,0.5397672057151794,,,ViT-B-32,sugar_crepe/add_obj,,1.0,commonpool_s_basic_s13m_b4k,,ViT-B-32 commonpool_s_basic_s13m_b4k
,0.568865180015564,,,,image_caption_selection,,en,0.568865180015564,,,ViT-B-32,sugar_crepe/add_obj,,1.0,commonpool_s_clip_s13m_b4k,,ViT-B-32 commonpool_s_clip_s13m_b4k
,0.5383123159408569,,,,image_caption_selection,,en,0.5383123159408569,,,ViT-B-32,sugar_crepe/add_obj,,1.0,commonpool_s_image_s13m_b4k,,ViT-B-32 commonpool_s_image_s13m_b4k
,0.5320077538490295,,,,image_caption_selection,,en,0.5320077538490295,,,ViT-B-32,sugar_crepe/add_obj,,1.0,commonpool_s_laion_s13m_b4k,,ViT-B-32 commonpool_s_laion_s13m_b4k
,0.5271580815315247,,,,image_caption_selection,,en,0.5271580815315247,,,ViT-B-32,sugar_crepe/add_obj,,1.0,commonpool_s_s13m_b4k,,ViT-B-32 commonpool_s_s13m_b4k
,0.5475266575813293,,,,image_caption_selection,,en,0.5475266575813293,,,ViT-B-32,sugar_crepe/add_obj,,1.0,commonpool_s_text_s13m_b4k,,ViT-B-32 commonpool_s_text_s13m_b4k
,0.8991270661354065,,,,image_caption_selection,,en,0.8991270661354065,,,ViT-L-14,sugar_crepe/add_obj,,1.0,commonpool_xl_clip_s13b_b90k,,ViT-L-14 commonpool_xl_clip_s13b_b90k
,0.9136760234832764,,,,image_caption_selection,,en,0.9136760234832764,,,ViT-L-14,sugar_crepe/add_obj,,1.0,commonpool_xl_laion_s13b_b90k,,ViT-L-14 commonpool_xl_laion_s13b_b90k
,0.8768185973167419,,,,image_caption_selection,,en,0.8768185973167419,,,ViT-L-14,sugar_crepe/add_obj,,1.0,commonpool_xl_s13b_b90k,,ViT-L-14 commonpool_xl_s13b_b90k
,0.8603297472000122,,,,image_caption_selection,,en,0.8603297472000122,,,ViTamin-B,sugar_crepe/add_obj,,1.0,datacomp1b,,ViTamin-B datacomp1b
,0.8583899140357971,,,,image_caption_selection,,en,0.8583899140357971,,,ViTamin-B-LTT,sugar_crepe/add_obj,,1.0,datacomp1b,,ViTamin-B-LTT datacomp1b
,0.9097962975502014,,,,image_caption_selection,,en,0.9097962975502014,,,ViTamin-L2-256,sugar_crepe/add_obj,,1.0,datacomp1b,,ViTamin-L2-256 datacomp1b
,0.9185256958007812,,,,image_caption_selection,,en,0.9185256958007812,,,ViTamin-L2-336,sugar_crepe/add_obj,,1.0,datacomp1b,,ViTamin-L2-336 datacomp1b
,0.9102813005447388,,,,image_caption_selection,,en,0.9102813005447388,,,ViTamin-L-256,sugar_crepe/add_obj,,1.0,datacomp1b,,ViTamin-L-256 datacomp1b
,0.8923375606536865,,,,image_caption_selection,,en,0.8923375606536865,,,ViTamin-L2,sugar_crepe/add_obj,,1.0,datacomp1b,,ViTamin-L2 datacomp1b
,0.9151309132575989,,,,image_caption_selection,,en,0.9151309132575989,,,ViTamin-L-336,sugar_crepe/add_obj,,1.0,datacomp1b,,ViTamin-L-336 datacomp1b
,0.8821532726287842,,,,image_caption_selection,,en,0.8821532726287842,,,ViTamin-L,sugar_crepe/add_obj,,1.0,datacomp1b,,ViTamin-L datacomp1b
,0.8161978721618652,,,,image_caption_selection,,en,0.8161978721618652,,,ViTamin-S,sugar_crepe/add_obj,,1.0,datacomp1b,,ViTamin-S datacomp1b
,0.8292919397354126,,,,image_caption_selection,,en,0.8292919397354126,,,ViTamin-S-LTT,sugar_crepe/add_obj,,1.0,datacomp1b,,ViTamin-S-LTT datacomp1b
,0.893792450428009,,,,image_caption_selection,,en,0.893792450428009,,,ViTamin-XL-256,sugar_crepe/add_obj,,1.0,datacomp1b,,ViTamin-XL-256 datacomp1b
,0.9049466252326965,,,,image_caption_selection,,en,0.9049466252326965,,,ViTamin-XL-336,sugar_crepe/add_obj,,1.0,datacomp1b,,ViTamin-XL-336 datacomp1b
,0.8734238743782043,,,,image_caption_selection,,en,0.8734238743782043,,,ViTamin-XL-384,sugar_crepe/add_obj,,1.0,datacomp1b,,ViTamin-XL-384 datacomp1b
,0.9127061367034912,,,,image_caption_selection,,en,0.9127061367034912,,,ViT-bigG-14-CLIPA-336,sugar_crepe/add_obj,,1.0,datacomp1b,,ViT-bigG-14-CLIPA-336 datacomp1b
,0.9088264107704163,,,,image_caption_selection,,en,0.9088264107704163,,,ViT-bigG-14-CLIPA,sugar_crepe/add_obj,,1.0,datacomp1b,,ViT-bigG-14-CLIPA datacomp1b
,0.9117361903190613,,,,image_caption_selection,,en,0.9117361903190613,,,ViT-H-14-CLIPA-336,sugar_crepe/add_obj,,1.0,datacomp1b,,ViT-H-14-CLIPA-336 datacomp1b
,0.9039767384529114,,,,image_caption_selection,,en,0.9039767384529114,,,ViT-H-14-CLIPA,sugar_crepe/add_obj,,1.0,datacomp1b,,ViT-H-14-CLIPA datacomp1b
,0.8991270661354065,,,,image_caption_selection,,en,0.8991270661354065,,,ViT-L-14-CLIPA-336,sugar_crepe/add_obj,,1.0,datacomp1b,,ViT-L-14-CLIPA-336 datacomp1b
,0.8889427781105042,,,,image_caption_selection,,en,0.8889427781105042,,,ViT-L-14-CLIPA,sugar_crepe/add_obj,,1.0,datacomp1b,,ViT-L-14-CLIPA datacomp1b
,0.8996120095252991,,,,image_caption_selection,,en,0.8996120095252991,,,MobileCLIP-B,sugar_crepe/add_obj,,1.0,datacompdr_lt,,MobileCLIP-B datacompdr_lt
,0.904461681842804,,,,image_caption_selection,,en,0.904461681842804,,,MobileCLIP-B,sugar_crepe/add_obj,,1.0,datacompdr,,MobileCLIP-B datacompdr
,0.8472356796264648,,,,image_caption_selection,,en,0.8472356796264648,,,MobileCLIP-S1,sugar_crepe/add_obj,,1.0,datacompdr,,MobileCLIP-S1 datacompdr
,0.8719689846038818,,,,image_caption_selection,,en,0.8719689846038818,,,MobileCLIP-S2,sugar_crepe/add_obj,,1.0,datacompdr,,MobileCLIP-S2 datacompdr
,0.8443259000778198,,,,image_caption_selection,,en,0.8443259000778198,,,ViT-B-16,sugar_crepe/add_obj,,1.0,datacomp_l_s1b_b8k,,ViT-B-16 datacomp_l_s1b_b8k
,0.6658583879470825,,,,image_caption_selection,,en,0.6658583879470825,,,ViT-B-32,sugar_crepe/add_obj,,1.0,datacomp_m_s128m_b4k,,ViT-B-32 datacomp_m_s128m_b4k
,0.8540252447128296,,,,image_caption_selection,,en,0.8540252447128296,,,ViT-B-32-256,sugar_crepe/add_obj,,1.0,datacomp_s34b_b86k,,ViT-B-32-256 datacomp_s34b_b86k
,0.5383123159408569,,,,image_caption_selection,,en,0.5383123159408569,,,ViT-B-32,sugar_crepe/add_obj,,1.0,datacomp_s_s13m_b4k,,ViT-B-32 datacomp_s_s13m_b4k
,0.8826382160186768,,,,image_caption_selection,,en,0.8826382160186768,,,ViT-B-16,sugar_crepe/add_obj,,1.0,datacomp_xl_s13b_b90k,,ViT-B-16 datacomp_xl_s13b_b90k
,0.8380213379859924,,,,image_caption_selection,,en,0.8380213379859924,,,ViT-B-32,sugar_crepe/add_obj,,1.0,datacomp_xl_s13b_b90k,,ViT-B-32 datacomp_xl_s13b_b90k
,0.9102813005447388,,,,image_caption_selection,,en,0.9102813005447388,,,ViT-L-14,sugar_crepe/add_obj,,1.0,datacomp_xl_s13b_b90k,,ViT-L-14 datacomp_xl_s13b_b90k
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,0.6967005133628845,,,,image_caption_selection,,en,0.6967005133628845,,,ViT-B-32,sugar_crepe/replace_att,,1.0,commonpool_m_image_s128m_b4k,,ViT-B-32 commonpool_m_image_s128m_b4k
,0.7284263968467712,,,,image_caption_selection,,en,0.7284263968467712,,,ViT-B-32,sugar_crepe/replace_att,,1.0,commonpool_m_laion_s128m_b4k,,ViT-B-32 commonpool_m_laion_s128m_b4k
,0.6560913920402527,,,,image_caption_selection,,en,0.6560913920402527,,,ViT-B-32,sugar_crepe/replace_att,,1.0,commonpool_m_s128m_b4k,,ViT-B-32 commonpool_m_s128m_b4k
,0.7131979465484619,,,,image_caption_selection,,en,0.7131979465484619,,,ViT-B-32,sugar_crepe/replace_att,,1.0,commonpool_m_text_s128m_b4k,,ViT-B-32 commonpool_m_text_s128m_b4k
,0.6027919054031372,,,,image_caption_selection,,en,0.6027919054031372,,,ViT-B-32,sugar_crepe/replace_att,,1.0,commonpool_s_basic_s13m_b4k,,ViT-B-32 commonpool_s_basic_s13m_b4k
,0.624365508556366,,,,image_caption_selection,,en,0.624365508556366,,,ViT-B-32,sugar_crepe/replace_att,,1.0,commonpool_s_clip_s13m_b4k,,ViT-B-32 commonpool_s_clip_s13m_b4k
,0.5774111747741699,,,,image_caption_selection,,en,0.5774111747741699,,,ViT-B-32,sugar_crepe/replace_att,,1.0,commonpool_s_image_s13m_b4k,,ViT-B-32 commonpool_s_image_s13m_b4k
,0.6104061007499695,,,,image_caption_selection,,en,0.6104061007499695,,,ViT-B-32,sugar_crepe/replace_att,,1.0,commonpool_s_laion_s13m_b4k,,ViT-B-32 commonpool_s_laion_s13m_b4k
,0.624365508556366,,,,image_caption_selection,,en,0.624365508556366,,,ViT-B-32,sugar_crepe/replace_att,,1.0,commonpool_s_s13m_b4k,,ViT-B-32 commonpool_s_s13m_b4k
,0.6269035339355469,,,,image_caption_selection,,en,0.6269035339355469,,,ViT-B-32,sugar_crepe/replace_att,,1.0,commonpool_s_text_s13m_b4k,,ViT-B-32 commonpool_s_text_s13m_b4k
,0.8489847779273987,,,,image_caption_selection,,en,0.8489847779273987,,,ViT-L-14,sugar_crepe/replace_att,,1.0,commonpool_xl_clip_s13b_b90k,,ViT-L-14 commonpool_xl_clip_s13b_b90k
,0.8629441857337952,,,,image_caption_selection,,en,0.8629441857337952,,,ViT-L-14,sugar_crepe/replace_att,,1.0,commonpool_xl_laion_s13b_b90k,,ViT-L-14 commonpool_xl_laion_s13b_b90k
,0.807106614112854,,,,image_caption_selection,,en,0.807106614112854,,,ViT-L-14,sugar_crepe/replace_att,,1.0,commonpool_xl_s13b_b90k,,ViT-L-14 commonpool_xl_s13b_b90k
,0.817258894443512,,,,image_caption_selection,,en,0.817258894443512,,,ViTamin-B,sugar_crepe/replace_att,,1.0,datacomp1b,,ViTamin-B datacomp1b
,0.8451776504516602,,,,image_caption_selection,,en,0.8451776504516602,,,ViTamin-B-LTT,sugar_crepe/replace_att,,1.0,datacomp1b,,ViTamin-B-LTT datacomp1b
,0.856598973274231,,,,image_caption_selection,,en,0.856598973274231,,,ViTamin-L2-256,sugar_crepe/replace_att,,1.0,datacomp1b,,ViTamin-L2-256 datacomp1b
,0.8616751432418823,,,,image_caption_selection,,en,0.8616751432418823,,,ViTamin-L2-336,sugar_crepe/replace_att,,1.0,datacomp1b,,ViTamin-L2-336 datacomp1b
,0.8604061007499695,,,,image_caption_selection,,en,0.8604061007499695,,,ViTamin-L-256,sugar_crepe/replace_att,,1.0,datacomp1b,,ViTamin-L-256 datacomp1b
,0.8502538204193115,,,,image_caption_selection,,en,0.8502538204193115,,,ViTamin-L2,sugar_crepe/replace_att,,1.0,datacomp1b,,ViTamin-L2 datacomp1b
,0.8515228629112244,,,,image_caption_selection,,en,0.8515228629112244,,,ViTamin-L-336,sugar_crepe/replace_att,,1.0,datacomp1b,,ViTamin-L-336 datacomp1b
,0.8578680157661438,,,,image_caption_selection,,en,0.8578680157661438,,,ViTamin-L,sugar_crepe/replace_att,,1.0,datacomp1b,,ViTamin-L datacomp1b
,0.7944162487983704,,,,image_caption_selection,,en,0.7944162487983704,,,ViTamin-S,sugar_crepe/replace_att,,1.0,datacomp1b,,ViTamin-S datacomp1b
,0.836294412612915,,,,image_caption_selection,,en,0.836294412612915,,,ViTamin-S-LTT,sugar_crepe/replace_att,,1.0,datacomp1b,,ViTamin-S-LTT datacomp1b
,0.8629441857337952,,,,image_caption_selection,,en,0.8629441857337952,,,ViTamin-XL-256,sugar_crepe/replace_att,,1.0,datacomp1b,,ViTamin-XL-256 datacomp1b
,0.8591370582580566,,,,image_caption_selection,,en,0.8591370582580566,,,ViTamin-XL-336,sugar_crepe/replace_att,,1.0,datacomp1b,,ViTamin-XL-336 datacomp1b
,0.8730964660644531,,,,image_caption_selection,,en,0.8730964660644531,,,ViTamin-XL-384,sugar_crepe/replace_att,,1.0,datacomp1b,,ViTamin-XL-384 datacomp1b
,0.8502538204193115,,,,image_caption_selection,,en,0.8502538204193115,,,ViT-bigG-14-CLIPA-336,sugar_crepe/replace_att,,1.0,datacomp1b,,ViT-bigG-14-CLIPA-336 datacomp1b
,0.8401015400886536,,,,image_caption_selection,,en,0.8401015400886536,,,ViT-bigG-14-CLIPA,sugar_crepe/replace_att,,1.0,datacomp1b,,ViT-bigG-14-CLIPA datacomp1b
,0.8439086079597473,,,,image_caption_selection,,en,0.8439086079597473,,,ViT-H-14-CLIPA-336,sugar_crepe/replace_att,,1.0,datacomp1b,,ViT-H-14-CLIPA-336 datacomp1b
,0.8477157354354858,,,,image_caption_selection,,en,0.8477157354354858,,,ViT-H-14-CLIPA,sugar_crepe/replace_att,,1.0,datacomp1b,,ViT-H-14-CLIPA datacomp1b
,0.8350253701210022,,,,image_caption_selection,,en,0.8350253701210022,,,ViT-L-14-CLIPA-336,sugar_crepe/replace_att,,1.0,datacomp1b,,ViT-L-14-CLIPA-336 datacomp1b
,0.8299492597579956,,,,image_caption_selection,,en,0.8299492597579956,,,ViT-L-14-CLIPA,sugar_crepe/replace_att,,1.0,datacomp1b,,ViT-L-14-CLIPA datacomp1b
,0.874365508556366,,,,image_caption_selection,,en,0.874365508556366,,,MobileCLIP-B,sugar_crepe/replace_att,,1.0,datacompdr_lt,,MobileCLIP-B datacompdr_lt
,0.8680202960968018,,,,image_caption_selection,,en,0.8680202960968018,,,MobileCLIP-B,sugar_crepe/replace_att,,1.0,datacompdr,,MobileCLIP-B datacompdr
,0.846446692943573,,,,image_caption_selection,,en,0.846446692943573,,,MobileCLIP-S1,sugar_crepe/replace_att,,1.0,datacompdr,,MobileCLIP-S1 datacompdr
,0.8477157354354858,,,,image_caption_selection,,en,0.8477157354354858,,,MobileCLIP-S2,sugar_crepe/replace_att,,1.0,datacompdr,,MobileCLIP-S2 datacompdr
,0.799492359161377,,,,image_caption_selection,,en,0.799492359161377,,,ViT-B-16,sugar_crepe/replace_att,,1.0,datacomp_l_s1b_b8k,,ViT-B-16 datacomp_l_s1b_b8k
,0.703045666217804,,,,image_caption_selection,,en,0.703045666217804,,,ViT-B-32,sugar_crepe/replace_att,,1.0,datacomp_m_s128m_b4k,,ViT-B-32 datacomp_m_s128m_b4k
,0.8439086079597473,,,,image_caption_selection,,en,0.8439086079597473,,,ViT-B-32-256,sugar_crepe/replace_att,,1.0,datacomp_s34b_b86k,,ViT-B-32-256 datacomp_s34b_b86k
,0.5774111747741699,,,,image_caption_selection,,en,0.5774111747741699,,,ViT-B-32,sugar_crepe/replace_att,,1.0,datacomp_s_s13m_b4k,,ViT-B-32 datacomp_s_s13m_b4k
,0.8248730897903442,,,,image_caption_selection,,en,0.8248730897903442,,,ViT-B-16,sugar_crepe/replace_att,,1.0,datacomp_xl_s13b_b90k,,ViT-B-16 datacomp_xl_s13b_b90k
,0.8286802172660828,,,,image_caption_selection,,en,0.8286802172660828,,,ViT-B-32,sugar_crepe/replace_att,,1.0,datacomp_xl_s13b_b90k,,ViT-B-32 datacomp_xl_s13b_b90k
,0.8426395654678345,,,,image_caption_selection,,en,0.8426395654678345,,,ViT-L-14,sugar_crepe/replace_att,,1.0,datacomp_xl_s13b_b90k,,ViT-L-14 datacomp_xl_s13b_b90k
,0.8591370582580566,,,,image_caption_selection,,en,0.8591370582580566,,,ViT-B-16,sugar_crepe/replace_att,,1.0,dfn2b,,ViT-B-16 dfn2b
,0.8451776504516602,,,,image_caption_selection,,en,0.8451776504516602,,,ViT-L-14-quickgelu,sugar_crepe/replace_att,,1.0,dfn2b,,ViT-L-14-quickgelu dfn2b
,0.8794416189193726,,,,image_caption_selection,,en,0.8794416189193726,,,ViT-H-14-378-quickgelu,sugar_crepe/replace_att,,1.0,dfn5b,,ViT-H-14-378-quickgelu dfn5b
,0.8819797039031982,,,,image_caption_selection,,en,0.8819797039031982,,,ViT-H-14-quickgelu,sugar_crepe/replace_att,,1.0,dfn5b,,ViT-H-14-quickgelu dfn5b
,0.8604061007499695,,,,image_caption_selection,,en,0.8604061007499695,,,xlm-roberta-large-ViT-H-14,sugar_crepe/replace_att,,1.0,frozen_laion5b_s13b_b90k,,xlm-roberta-large-ViT-H-14 frozen_laion5b_s13b_b90k
,0.8324872851371765,,,,image_caption_selection,,en,0.8324872851371765,,,ViT-B-32,sugar_crepe/replace_att,,1.0,laion2b_e16,,ViT-B-32 laion2b_e16
,0.8489847779273987,,,,image_caption_selection,,en,0.8489847779273987,,,roberta-ViT-B-32,sugar_crepe/replace_att,,1.0,laion2b_s12b_b32k,,roberta-ViT-B-32 laion2b_s12b_b32k
,0.8502538204193115,,,,image_caption_selection,,en,0.8502538204193115,,,ViT-g-14,sugar_crepe/replace_att,,1.0,laion2b_s12b_b42k,,ViT-g-14 laion2b_s12b_b42k
,0.8350253701210022,,,,image_caption_selection,,en,0.8350253701210022,,,convnext_base_w,sugar_crepe/replace_att,,1.0,laion2b_s13b_b82k_augreg,,convnext_base_w laion2b_s13b_b82k_augreg
,0.8299492597579956,,,,image_caption_selection,,en,0.8299492597579956,,,convnext_base_w,sugar_crepe/replace_att,,1.0,laion2b_s13b_b82k,,convnext_base_w laion2b_s13b_b82k
,0.8261421322822571,,,,image_caption_selection,,en,0.8261421322822571,,,coca_ViT-B-32,sugar_crepe/replace_att,,1.0,laion2b_s13b_b90k,,coca_ViT-B-32 laion2b_s13b_b90k
,0.8515228629112244,,,,image_caption_selection,,en,0.8515228629112244,,,coca_ViT-L-14,sugar_crepe/replace_att,,1.0,laion2b_s13b_b90k,,coca_ViT-L-14 laion2b_s13b_b90k
,0.8629441857337952,,,,image_caption_selection,,en,0.8629441857337952,,,convnext_large_d,sugar_crepe/replace_att,,1.0,laion2b_s26b_b102k_augreg,,convnext_large_d laion2b_s26b_b102k_augreg
,0.8591370582580566,,,,image_caption_selection,,en,0.8591370582580566,,,convnext_large_d_320,sugar_crepe/replace_att,,1.0,laion2b_s29b_b131k_ft,,convnext_large_d_320 laion2b_s29b_b131k_ft
,0.8591370582580566,,,,image_caption_selection,,en,0.8591370582580566,,,convnext_large_d_320,sugar_crepe/replace_att,,1.0,laion2b_s29b_b131k_ft_soup,,convnext_large_d_320 laion2b_s29b_b131k_ft_soup
,0.8477157354354858,,,,image_caption_selection,,en,0.8477157354354858,,,ViT-H-14,sugar_crepe/replace_att,,1.0,laion2b_s32b_b79k,,ViT-H-14 laion2b_s32b_b79k
,0.8477157354354858,,,,image_caption_selection,,en,0.8477157354354858,,,ViT-L-14,sugar_crepe/replace_att,,1.0,laion2b_s32b_b82k,,ViT-L-14 laion2b_s32b_b82k
,0.8261421322822571,,,,image_caption_selection,,en,0.8261421322822571,,,ViT-B-32,sugar_crepe/replace_att,,1.0,laion2b_s34b_b79k,,ViT-B-32 laion2b_s34b_b79k
,0.8654822111129761,,,,image_caption_selection,,en,0.8654822111129761,,,convnext_xxlarge,sugar_crepe/replace_att,,1.0,laion2b_s34b_b82k_augreg,,convnext_xxlarge laion2b_s34b_b82k_augreg
,0.8553299307823181,,,,image_caption_selection,,en,0.8553299307823181,,,convnext_xxlarge,sugar_crepe/replace_att,,1.0,laion2b_s34b_b82k_augreg_rewind,,convnext_xxlarge laion2b_s34b_b82k_augreg_rewind
,0.8604061007499695,,,,image_caption_selection,,en,0.8604061007499695,,,convnext_xxlarge,sugar_crepe/replace_att,,1.0,laion2b_s34b_b82k_augreg_soup,,convnext_xxlarge laion2b_s34b_b82k_augreg_soup
,0.8502538204193115,,,,image_caption_selection,,en,0.8502538204193115,,,ViT-B-16,sugar_crepe/replace_att,,1.0,laion2b_s34b_b88k,,ViT-B-16 laion2b_s34b_b88k
,0.846446692943573,,,,image_caption_selection,,en,0.846446692943573,,,ViT-g-14,sugar_crepe/replace_att,,1.0,laion2b_s34b_b88k,,ViT-g-14 laion2b_s34b_b88k
,0.8819797039031982,,,,image_caption_selection,,en,0.8819797039031982,,,ViT-bigG-14,sugar_crepe/replace_att,,1.0,laion2b_s39b_b160k,,ViT-bigG-14 laion2b_s39b_b160k
,0.8642131686210632,,,,image_caption_selection,,en,0.8642131686210632,,,EVA02-E-14,sugar_crepe/replace_att,,1.0,laion2b_s4b_b115k,,EVA02-E-14 laion2b_s4b_b115k
,0.8870558142662048,,,,image_caption_selection,,en,0.8870558142662048,,,EVA02-E-14-plus,sugar_crepe/replace_att,,1.0,laion2b_s9b_b144k,,EVA02-E-14-plus laion2b_s9b_b144k
,0.8629441857337952,,,,image_caption_selection,,en,0.8629441857337952,,,ViT-H-14-CLIPA-336,sugar_crepe/replace_att,,1.0,laion2b,,ViT-H-14-CLIPA-336 laion2b
,0.8096446990966797,,,,image_caption_selection,,en,0.8096446990966797,,,ViT-B-16,sugar_crepe/replace_att,,1.0,laion400m_e31,,ViT-B-16 laion400m_e31
,0.8426395654678345,,,,image_caption_selection,,en,0.8426395654678345,,,ViT-B-16-plus-240,sugar_crepe/replace_att,,1.0,laion400m_e31,,ViT-B-16-plus-240 laion400m_e31
,0.8299492597579956,,,,image_caption_selection,,en,0.8299492597579956,,,ViT-B-32,sugar_crepe/replace_att,,1.0,laion400m_e31,,ViT-B-32 laion400m_e31
,0.8274111747741699,,,,image_caption_selection,,en,0.8274111747741699,,,ViT-B-32-quickgelu,sugar_crepe/replace_att,,1.0,laion400m_e31,,ViT-B-32-quickgelu laion400m_e31
,0.8502538204193115,,,,image_caption_selection,,en,0.8502538204193115,,,ViT-L-14,sugar_crepe/replace_att,,1.0,laion400m_e31,,ViT-L-14 laion400m_e31
,0.8159898519515991,,,,image_caption_selection,,en,0.8159898519515991,,,ViT-B-16,sugar_crepe/replace_att,,1.0,laion400m_e32,,ViT-B-16 laion400m_e32
,0.8439086079597473,,,,image_caption_selection,,en,0.8439086079597473,,,ViT-B-16-plus-240,sugar_crepe/replace_att,,1.0,laion400m_e32,,ViT-B-16-plus-240 laion400m_e32
,0.8312183022499084,,,,image_caption_selection,,en,0.8312183022499084,,,ViT-B-32,sugar_crepe/replace_att,,1.0,laion400m_e32,,ViT-B-32 laion400m_e32
,0.8223350048065186,,,,image_caption_selection,,en,0.8223350048065186,,,ViT-B-32-quickgelu,sugar_crepe/replace_att,,1.0,laion400m_e32,,ViT-B-32-quickgelu laion400m_e32
,0.856598973274231,,,,image_caption_selection,,en,0.856598973274231,,,ViT-L-14,sugar_crepe/replace_att,,1.0,laion400m_e32,,ViT-L-14 laion400m_e32
,0.8058375716209412,,,,image_caption_selection,,en,0.8058375716209412,,,EVA01-g-14,sugar_crepe/replace_att,,1.0,laion400m_s11b_b41k,,EVA01-g-14 laion400m_s11b_b41k
,0.8299492597579956,,,,image_caption_selection,,en,0.8299492597579956,,,convnext_base,sugar_crepe/replace_att,,1.0,laion400m_s13b_b51k,,convnext_base laion400m_s13b_b51k
,0.8388324975967407,,,,image_caption_selection,,en,0.8388324975967407,,,xlm-roberta-base-ViT-B-32,sugar_crepe/replace_att,,1.0,laion5b_s13b_b90k,,xlm-roberta-base-ViT-B-32 laion5b_s13b_b90k
,0.8667512536048889,,,,image_caption_selection,,en,0.8667512536048889,,,convnext_base_w_320,sugar_crepe/replace_att,,1.0,laion_aesthetic_s13b_b82k_augreg,,convnext_base_w_320 laion_aesthetic_s13b_b82k_augreg
,0.836294412612915,,,,image_caption_selection,,en,0.836294412612915,,,convnext_base_w_320,sugar_crepe/replace_att,,1.0,laion_aesthetic_s13b_b82k,,convnext_base_w_320 laion_aesthetic_s13b_b82k
,0.8489847779273987,,,,image_caption_selection,,en,0.8489847779273987,,,convnext_base_w,sugar_crepe/replace_att,,1.0,laion_aesthetic_s13b_b82k,,convnext_base_w laion_aesthetic_s13b_b82k
,0.8527919054031372,,,,image_caption_selection,,en,0.8527919054031372,,,EVA01-g-14-plus,sugar_crepe/replace_att,,1.0,merged2b_s11b_b114k,,EVA01-g-14-plus merged2b_s11b_b114k
,0.8502538204193115,,,,image_caption_selection,,en,0.8502538204193115,,,EVA02-L-14,sugar_crepe/replace_att,,1.0,merged2b_s4b_b131k,,EVA02-L-14 merged2b_s4b_b131k
,0.8527919054031372,,,,image_caption_selection,,en,0.8527919054031372,,,EVA02-L-14-336,sugar_crepe/replace_att,,1.0,merged2b_s6b_b61k,,EVA02-L-14-336 merged2b_s6b_b61k
,0.8312183022499084,,,,image_caption_selection,,en,0.8312183022499084,,,EVA02-B-16,sugar_crepe/replace_att,,1.0,merged2b_s8b_b131k,,EVA02-B-16 merged2b_s8b_b131k
,0.8109136819839478,,,,image_caption_selection,,en,0.8109136819839478,,,ViT-B-16-quickgelu,sugar_crepe/replace_att,,1.0,metaclip_400m,,ViT-B-16-quickgelu metaclip_400m
,0.8045685291290283,,,,image_caption_selection,,en,0.8045685291290283,,,ViT-B-32-quickgelu,sugar_crepe/replace_att,,1.0,metaclip_400m,,ViT-B-32-quickgelu metaclip_400m
,0.8134517669677734,,,,image_caption_selection,,en,0.8134517669677734,,,ViT-L-14-quickgelu,sugar_crepe/replace_att,,1.0,metaclip_400m,,ViT-L-14-quickgelu metaclip_400m
,0.8210659623146057,,,,image_caption_selection,,en,0.8210659623146057,,,ViT-B-16-quickgelu,sugar_crepe/replace_att,,1.0,metaclip_fullcc,,ViT-B-16-quickgelu metaclip_fullcc
,0.817258894443512,,,,image_caption_selection,,en,0.817258894443512,,,ViT-B-32-quickgelu,sugar_crepe/replace_att,,1.0,metaclip_fullcc,,ViT-B-32-quickgelu metaclip_fullcc
,0.8337563276290894,,,,image_caption_selection,,en,0.8337563276290894,,,ViT-H-14-quickgelu,sugar_crepe/replace_att,,1.0,metaclip_fullcc,,ViT-H-14-quickgelu metaclip_fullcc
,0.8502538204193115,,,,image_caption_selection,,en,0.8502538204193115,,,ViT-L-14-quickgelu,sugar_crepe/replace_att,,1.0,metaclip_fullcc,,ViT-L-14-quickgelu metaclip_fullcc
,0.836294412612915,,,,image_caption_selection,,en,0.836294412612915,,,nllb-clip-base-siglip,sugar_crepe/replace_att,,1.0,mrl,,nllb-clip-base-siglip mrl
,0.8337563276290894,,,,image_caption_selection,,en,0.8337563276290894,,,nllb-clip-large-siglip,sugar_crepe/replace_att,,1.0,mrl,,nllb-clip-large-siglip mrl
,0.539340078830719,,,,image_caption_selection,,en,0.539340078830719,,,coca_ViT-B-32,sugar_crepe/replace_att,,1.0,mscoco_finetuned_laion2b_s13b_b90k,,coca_ViT-B-32 mscoco_finetuned_laion2b_s13b_b90k
,0.8794416189193726,,,,image_caption_selection,,en,0.8794416189193726,,,coca_ViT-L-14,sugar_crepe/replace_att,,1.0,mscoco_finetuned_laion2b_s13b_b90k,,coca_ViT-L-14 mscoco_finetuned_laion2b_s13b_b90k
,0.8375634551048279,,,,image_caption_selection,,en,0.8375634551048279,,,RN101,sugar_crepe/replace_att,,1.0,openai,,RN101 openai
,0.8375634551048279,,,,image_caption_selection,,en,0.8375634551048279,,,RN101-quickgelu,sugar_crepe/replace_att,,1.0,openai,,RN101-quickgelu openai
,0.8045685291290283,,,,image_caption_selection,,en,0.8045685291290283,,,RN50,sugar_crepe/replace_att,,1.0,openai,,RN50 openai
,0.8045685291290283,,,,image_caption_selection,,en,0.8045685291290283,,,RN50-quickgelu,sugar_crepe/replace_att,,1.0,openai,,RN50-quickgelu openai
,0.8210659623146057,,,,image_caption_selection,,en,0.8210659623146057,,,RN50x16,sugar_crepe/replace_att,,1.0,openai,,RN50x16 openai
,0.8286802172660828,,,,image_caption_selection,,en,0.8286802172660828,,,RN50x4,sugar_crepe/replace_att,,1.0,openai,,RN50x4 openai
,0.8350253701210022,,,,image_caption_selection,,en,0.8350253701210022,,,RN50x64,sugar_crepe/replace_att,,1.0,openai,,RN50x64 openai
,0.8121827244758606,,,,image_caption_selection,,en,0.8121827244758606,,,ViT-B-16,sugar_crepe/replace_att,,1.0,openai,,ViT-B-16 openai
,0.8007614016532898,,,,image_caption_selection,,en,0.8007614016532898,,,ViT-B-32,sugar_crepe/replace_att,,1.0,openai,,ViT-B-32 openai
,0.8007614016532898,,,,image_caption_selection,,en,0.8007614016532898,,,ViT-B-32-quickgelu,sugar_crepe/replace_att,,1.0,openai,,ViT-B-32-quickgelu openai
,0.8045685291290283,,,,image_caption_selection,,en,0.8045685291290283,,,ViT-L-14-336,sugar_crepe/replace_att,,1.0,openai,,ViT-L-14-336 openai
,0.7918781638145447,,,,image_caption_selection,,en,0.7918781638145447,,,ViT-L-14,sugar_crepe/replace_att,,1.0,openai,,ViT-L-14 openai
,0.779187798500061,,,,image_caption_selection,,en,0.779187798500061,,,nllb-clip-base,sugar_crepe/replace_att,,1.0,v1,,nllb-clip-base v1
,0.8337563276290894,,,,image_caption_selection,,en,0.8337563276290894,,,nllb-clip-base-siglip,sugar_crepe/replace_att,,1.0,v1,,nllb-clip-base-siglip v1
,0.7664974331855774,,,,image_caption_selection,,en,0.7664974331855774,,,nllb-clip-large,sugar_crepe/replace_att,,1.0,v1,,nllb-clip-large v1
,0.8388324975967407,,,,image_caption_selection,,en,0.8388324975967407,,,nllb-clip-large-siglip,sugar_crepe/replace_att,,1.0,v1,,nllb-clip-large-siglip v1
,0.8553299307823181,,,,image_caption_selection,,en,0.8553299307823181,,,ViT-B-16-SigLIP-256,sugar_crepe/replace_att,,1.0,webli,,ViT-B-16-SigLIP-256 webli
,0.856598973274231,,,,image_caption_selection,,en,0.856598973274231,,,ViT-B-16-SigLIP-384,sugar_crepe/replace_att,,1.0,webli,,ViT-B-16-SigLIP-384 webli
,0.8540608882904053,,,,image_caption_selection,,en,0.8540608882904053,,,ViT-B-16-SigLIP-512,sugar_crepe/replace_att,,1.0,webli,,ViT-B-16-SigLIP-512 webli
,0.8667512536048889,,,,image_caption_selection,,en,0.8667512536048889,,,ViT-B-16-SigLIP,sugar_crepe/replace_att,,1.0,webli,,ViT-B-16-SigLIP webli
,0.8439086079597473,,,,image_caption_selection,,en,0.8439086079597473,,,ViT-B-16-SigLIP-i18n-256,sugar_crepe/replace_att,,1.0,webli,,ViT-B-16-SigLIP-i18n-256 webli
,0.8578680157661438,,,,image_caption_selection,,en,0.8578680157661438,,,ViT-L-16-SigLIP-256,sugar_crepe/replace_att,,1.0,webli,,ViT-L-16-SigLIP-256 webli
,0.8616751432418823,,,,image_caption_selection,,en,0.8616751432418823,,,ViT-L-16-SigLIP-384,sugar_crepe/replace_att,,1.0,webli,,ViT-L-16-SigLIP-384 webli
,0.8705583810806274,,,,image_caption_selection,,en,0.8705583810806274,,,ViT-SO400M-14-SigLIP-384,sugar_crepe/replace_att,,1.0,webli,,ViT-SO400M-14-SigLIP-384 webli
,0.8591370582580566,,,,image_caption_selection,,en,0.8591370582580566,,,ViT-SO400M-14-SigLIP,sugar_crepe/replace_att,,1.0,webli,,ViT-SO400M-14-SigLIP webli
,0.7563451528549194,,,,image_caption_selection,,en,0.7563451528549194,,,RN101,sugar_crepe/replace_att,,1.0,yfcc15m,,RN101 yfcc15m
,0.7335025668144226,,,,image_caption_selection,,en,0.7335025668144226,,,RN101-quickgelu,sugar_crepe/replace_att,,1.0,yfcc15m,,RN101-quickgelu yfcc15m
,0.7385786771774292,,,,image_caption_selection,,en,0.7385786771774292,,,RN50,sugar_crepe/replace_att,,1.0,yfcc15m,,RN50 yfcc15m
,0.7182741165161133,,,,image_caption_selection,,en,0.7182741165161133,,,RN50-quickgelu,sugar_crepe/replace_att,,1.0,yfcc15m,,RN50-quickgelu yfcc15m
,0.8898305296897888,,,,image_caption_selection,,en,0.8898305296897888,,,RN50,sugar_crepe/replace_obj,,1.0,cc12m,,RN50 cc12m
,0.8843825459480286,,,,image_caption_selection,,en,0.8843825459480286,,,RN50-quickgelu,sugar_crepe/replace_obj,,1.0,cc12m,,RN50-quickgelu cc12m
,0.9049636721611023,,,,image_caption_selection,,en,0.9049636721611023,,,ViT-B-16,sugar_crepe/replace_obj,,1.0,commonpool_l_basic_s1b_b8k,,ViT-B-16 commonpool_l_basic_s1b_b8k
,0.9098063111305237,,,,image_caption_selection,,en,0.9098063111305237,,,ViT-B-16,sugar_crepe/replace_obj,,1.0,commonpool_l_clip_s1b_b8k,,ViT-B-16 commonpool_l_clip_s1b_b8k
,0.9237288236618042,,,,image_caption_selection,,en,0.9237288236618042,,,ViT-B-16,sugar_crepe/replace_obj,,1.0,commonpool_l_image_s1b_b8k,,ViT-B-16 commonpool_l_image_s1b_b8k
,0.9225181341171265,,,,image_caption_selection,,en,0.9225181341171265,,,ViT-B-16,sugar_crepe/replace_obj,,1.0,commonpool_l_laion_s1b_b8k,,ViT-B-16 commonpool_l_laion_s1b_b8k
,0.8934624791145325,,,,image_caption_selection,,en,0.8934624791145325,,,ViT-B-16,sugar_crepe/replace_obj,,1.0,commonpool_l_s1b_b8k,,ViT-B-16 commonpool_l_s1b_b8k
,0.9188861846923828,,,,image_caption_selection,,en,0.9188861846923828,,,ViT-B-16,sugar_crepe/replace_obj,,1.0,commonpool_l_text_s1b_b8k,,ViT-B-16 commonpool_l_text_s1b_b8k
,0.7608959078788757,,,,image_caption_selection,,en,0.7608959078788757,,,ViT-B-32,sugar_crepe/replace_obj,,1.0,commonpool_m_basic_s128m_b4k,,ViT-B-32 commonpool_m_basic_s128m_b4k
,0.7645278573036194,,,,image_caption_selection,,en,0.7645278573036194,,,ViT-B-32,sugar_crepe/replace_obj,,1.0,commonpool_m_clip_s128m_b4k,,ViT-B-32 commonpool_m_clip_s128m_b4k
,0.7772396802902222,,,,image_caption_selection,,en,0.7772396802902222,,,ViT-B-32,sugar_crepe/replace_obj,,1.0,commonpool_m_image_s128m_b4k,,ViT-B-32 commonpool_m_image_s128m_b4k
,0.7742130756378174,,,,image_caption_selection,,en,0.7742130756378174,,,ViT-B-32,sugar_crepe/replace_obj,,1.0,commonpool_m_laion_s128m_b4k,,ViT-B-32 commonpool_m_laion_s128m_b4k
,0.7608959078788757,,,,image_caption_selection,,en,0.7608959078788757,,,ViT-B-32,sugar_crepe/replace_obj,,1.0,commonpool_m_s128m_b4k,,ViT-B-32 commonpool_m_s128m_b4k
,0.7857142686843872,,,,image_caption_selection,,en,0.7857142686843872,,,ViT-B-32,sugar_crepe/replace_obj,,1.0,commonpool_m_text_s128m_b4k,,ViT-B-32 commonpool_m_text_s128m_b4k
,0.601089596748352,,,,image_caption_selection,,en,0.601089596748352,,,ViT-B-32,sugar_crepe/replace_obj,,1.0,commonpool_s_basic_s13m_b4k,,ViT-B-32 commonpool_s_basic_s13m_b4k
,0.6156174540519714,,,,image_caption_selection,,en,0.6156174540519714,,,ViT-B-32,sugar_crepe/replace_obj,,1.0,commonpool_s_clip_s13m_b4k,,ViT-B-32 commonpool_s_clip_s13m_b4k
,0.5835351347923279,,,,image_caption_selection,,en,0.5835351347923279,,,ViT-B-32,sugar_crepe/replace_obj,,1.0,commonpool_s_image_s13m_b4k,,ViT-B-32 commonpool_s_image_s13m_b4k
,0.5611380338668823,,,,image_caption_selection,,en,0.5611380338668823,,,ViT-B-32,sugar_crepe/replace_obj,,1.0,commonpool_s_laion_s13m_b4k,,ViT-B-32 commonpool_s_laion_s13m_b4k
,0.59382563829422,,,,image_caption_selection,,en,0.59382563829422,,,ViT-B-32,sugar_crepe/replace_obj,,1.0,commonpool_s_s13m_b4k,,ViT-B-32 commonpool_s_s13m_b4k
,0.6265133023262024,,,,image_caption_selection,,en,0.6265133023262024,,,ViT-B-32,sugar_crepe/replace_obj,,1.0,commonpool_s_text_s13m_b4k,,ViT-B-32 commonpool_s_text_s13m_b4k
,0.9588377475738525,,,,image_caption_selection,,en,0.9588377475738525,,,ViT-L-14,sugar_crepe/replace_obj,,1.0,commonpool_xl_clip_s13b_b90k,,ViT-L-14 commonpool_xl_clip_s13b_b90k
,0.962469756603241,,,,image_caption_selection,,en,0.962469756603241,,,ViT-L-14,sugar_crepe/replace_obj,,1.0,commonpool_xl_laion_s13b_b90k,,ViT-L-14 commonpool_xl_laion_s13b_b90k
,0.9461259245872498,,,,image_caption_selection,,en,0.9461259245872498,,,ViT-L-14,sugar_crepe/replace_obj,,1.0,commonpool_xl_s13b_b90k,,ViT-L-14 commonpool_xl_s13b_b90k
,0.9533898234367371,,,,image_caption_selection,,en,0.9533898234367371,,,ViTamin-B,sugar_crepe/replace_obj,,1.0,datacomp1b,,ViTamin-B datacomp1b
,0.9400726556777954,,,,image_caption_selection,,en,0.9400726556777954,,,ViTamin-B-LTT,sugar_crepe/replace_obj,,1.0,datacomp1b,,ViTamin-B-LTT datacomp1b
,0.9648910164833069,,,,image_caption_selection,,en,0.9648910164833069,,,ViTamin-L2-256,sugar_crepe/replace_obj,,1.0,datacomp1b,,ViTamin-L2-256 datacomp1b
,0.962469756603241,,,,image_caption_selection,,en,0.962469756603241,,,ViTamin-L2-336,sugar_crepe/replace_obj,,1.0,datacomp1b,,ViTamin-L2-336 datacomp1b
,0.9594430923461914,,,,image_caption_selection,,en,0.9594430923461914,,,ViTamin-L-256,sugar_crepe/replace_obj,,1.0,datacomp1b,,ViTamin-L-256 datacomp1b
,0.9630750417709351,,,,image_caption_selection,,en,0.9630750417709351,,,ViTamin-L2,sugar_crepe/replace_obj,,1.0,datacomp1b,,ViTamin-L2 datacomp1b
,0.9582324624061584,,,,image_caption_selection,,en,0.9582324624061584,,,ViTamin-L-336,sugar_crepe/replace_obj,,1.0,datacomp1b,,ViTamin-L-336 datacomp1b
,0.9600484371185303,,,,image_caption_selection,,en,0.9600484371185303,,,ViTamin-L,sugar_crepe/replace_obj,,1.0,datacomp1b,,ViTamin-L datacomp1b
,0.9279661178588867,,,,image_caption_selection,,en,0.9279661178588867,,,ViTamin-S,sugar_crepe/replace_obj,,1.0,datacomp1b,,ViTamin-S datacomp1b
,0.9249394536018372,,,,image_caption_selection,,en,0.9249394536018372,,,ViTamin-S-LTT,sugar_crepe/replace_obj,,1.0,datacomp1b,,ViTamin-S-LTT datacomp1b
,0.9594430923461914,,,,image_caption_selection,,en,0.9594430923461914,,,ViTamin-XL-256,sugar_crepe/replace_obj,,1.0,datacomp1b,,ViTamin-XL-256 datacomp1b
,0.9606537818908691,,,,image_caption_selection,,en,0.9606537818908691,,,ViTamin-XL-336,sugar_crepe/replace_obj,,1.0,datacomp1b,,ViTamin-XL-336 datacomp1b
,0.9648910164833069,,,,image_caption_selection,,en,0.9648910164833069,,,ViTamin-XL-384,sugar_crepe/replace_obj,,1.0,datacomp1b,,ViTamin-XL-384 datacomp1b
,0.9733656048774719,,,,image_caption_selection,,en,0.9733656048774719,,,ViT-bigG-14-CLIPA-336,sugar_crepe/replace_obj,,1.0,datacomp1b,,ViT-bigG-14-CLIPA-336 datacomp1b
,0.9685230255126953,,,,image_caption_selection,,en,0.9685230255126953,,,ViT-bigG-14-CLIPA,sugar_crepe/replace_obj,,1.0,datacomp1b,,ViT-bigG-14-CLIPA datacomp1b
,0.9661017060279846,,,,image_caption_selection,,en,0.9661017060279846,,,ViT-H-14-CLIPA-336,sugar_crepe/replace_obj,,1.0,datacomp1b,,ViT-H-14-CLIPA-336 datacomp1b
,0.9588377475738525,,,,image_caption_selection,,en,0.9588377475738525,,,ViT-H-14-CLIPA,sugar_crepe/replace_obj,,1.0,datacomp1b,,ViT-H-14-CLIPA datacomp1b
,0.9661017060279846,,,,image_caption_selection,,en,0.9661017060279846,,,ViT-L-14-CLIPA-336,sugar_crepe/replace_obj,,1.0,datacomp1b,,ViT-L-14-CLIPA-336 datacomp1b
,0.9685230255126953,,,,image_caption_selection,,en,0.9685230255126953,,,ViT-L-14-CLIPA,sugar_crepe/replace_obj,,1.0,datacomp1b,,ViT-L-14-CLIPA datacomp1b
,0.9636803865432739,,,,image_caption_selection,,en,0.9636803865432739,,,MobileCLIP-B,sugar_crepe/replace_obj,,1.0,datacompdr_lt,,MobileCLIP-B datacompdr_lt
,0.9648910164833069,,,,image_caption_selection,,en,0.9648910164833069,,,MobileCLIP-B,sugar_crepe/replace_obj,,1.0,datacompdr,,MobileCLIP-B datacompdr
,0.9455205798149109,,,,image_caption_selection,,en,0.9455205798149109,,,MobileCLIP-S1,sugar_crepe/replace_obj,,1.0,datacompdr,,MobileCLIP-S1 datacompdr
,0.9539951682090759,,,,image_caption_selection,,en,0.9539951682090759,,,MobileCLIP-S2,sugar_crepe/replace_obj,,1.0,datacompdr,,MobileCLIP-S2 datacompdr
,0.926755428314209,,,,image_caption_selection,,en,0.926755428314209,,,ViT-B-16,sugar_crepe/replace_obj,,1.0,datacomp_l_s1b_b8k,,ViT-B-16 datacomp_l_s1b_b8k
,0.7736077308654785,,,,image_caption_selection,,en,0.7736077308654785,,,ViT-B-32,sugar_crepe/replace_obj,,1.0,datacomp_m_s128m_b4k,,ViT-B-32 datacomp_m_s128m_b4k
,0.9303874373435974,,,,image_caption_selection,,en,0.9303874373435974,,,ViT-B-32-256,sugar_crepe/replace_obj,,1.0,datacomp_s34b_b86k,,ViT-B-32-256 datacomp_s34b_b86k
,0.5835351347923279,,,,image_caption_selection,,en,0.5835351347923279,,,ViT-B-32,sugar_crepe/replace_obj,,1.0,datacomp_s_s13m_b4k,,ViT-B-32 datacomp_s_s13m_b4k
,0.9406779408454895,,,,image_caption_selection,,en,0.9406779408454895,,,ViT-B-16,sugar_crepe/replace_obj,,1.0,datacomp_xl_s13b_b90k,,ViT-B-16 datacomp_xl_s13b_b90k
,0.9249394536018372,,,,image_caption_selection,,en,0.9249394536018372,,,ViT-B-32,sugar_crepe/replace_obj,,1.0,datacomp_xl_s13b_b90k,,ViT-B-32 datacomp_xl_s13b_b90k
,0.9546005129814148,,,,image_caption_selection,,en,0.9546005129814148,,,ViT-L-14,sugar_crepe/replace_obj,,1.0,datacomp_xl_s13b_b90k,,ViT-L-14 datacomp_xl_s13b_b90k
,0.9509685039520264,,,,image_caption_selection,,en,0.9509685039520264,,,ViT-B-16,sugar_crepe/replace_obj,,1.0,dfn2b,,ViT-B-16 dfn2b
,0.9546005129814148,,,,image_caption_selection,,en,0.9546005129814148,,,ViT-L-14-quickgelu,sugar_crepe/replace_obj,,1.0,dfn2b,,ViT-L-14-quickgelu dfn2b
,0.9709442853927612,,,,image_caption_selection,,en,0.9709442853927612,,,ViT-H-14-378-quickgelu,sugar_crepe/replace_obj,,1.0,dfn5b,,ViT-H-14-378-quickgelu dfn5b
,0.9600484371185303,,,,image_caption_selection,,en,0.9600484371185303,,,ViT-H-14-quickgelu,sugar_crepe/replace_obj,,1.0,dfn5b,,ViT-H-14-quickgelu dfn5b
,0.9685230255126953,,,,image_caption_selection,,en,0.9685230255126953,,,xlm-roberta-large-ViT-H-14,sugar_crepe/replace_obj,,1.0,frozen_laion5b_s13b_b90k,,xlm-roberta-large-ViT-H-14 frozen_laion5b_s13b_b90k
,0.9418886303901672,,,,image_caption_selection,,en,0.9418886303901672,,,ViT-B-32,sugar_crepe/replace_obj,,1.0,laion2b_e16,,ViT-B-32 laion2b_e16
,0.9279661178588867,,,,image_caption_selection,,en,0.9279661178588867,,,roberta-ViT-B-32,sugar_crepe/replace_obj,,1.0,laion2b_s12b_b32k,,roberta-ViT-B-32 laion2b_s12b_b32k
,0.9570217728614807,,,,image_caption_selection,,en,0.9570217728614807,,,ViT-g-14,sugar_crepe/replace_obj,,1.0,laion2b_s12b_b42k,,ViT-g-14 laion2b_s12b_b42k
,0.9497578740119934,,,,image_caption_selection,,en,0.9497578740119934,,,convnext_base_w,sugar_crepe/replace_obj,,1.0,laion2b_s13b_b82k_augreg,,convnext_base_w laion2b_s13b_b82k_augreg
,0.9564164876937866,,,,image_caption_selection,,en,0.9564164876937866,,,convnext_base_w,sugar_crepe/replace_obj,,1.0,laion2b_s13b_b82k,,convnext_base_w laion2b_s13b_b82k
,0.9273607730865479,,,,image_caption_selection,,en,0.9273607730865479,,,coca_ViT-B-32,sugar_crepe/replace_obj,,1.0,laion2b_s13b_b90k,,coca_ViT-B-32 laion2b_s13b_b90k
,0.9594430923461914,,,,image_caption_selection,,en,0.9594430923461914,,,coca_ViT-L-14,sugar_crepe/replace_obj,,1.0,laion2b_s13b_b90k,,coca_ViT-L-14 laion2b_s13b_b90k
,0.9612590670585632,,,,image_caption_selection,,en,0.9612590670585632,,,convnext_large_d,sugar_crepe/replace_obj,,1.0,laion2b_s26b_b102k_augreg,,convnext_large_d laion2b_s26b_b102k_augreg
,0.9612590670585632,,,,image_caption_selection,,en,0.9612590670585632,,,convnext_large_d_320,sugar_crepe/replace_obj,,1.0,laion2b_s29b_b131k_ft,,convnext_large_d_320 laion2b_s29b_b131k_ft
,0.9679176807403564,,,,image_caption_selection,,en,0.9679176807403564,,,convnext_large_d_320,sugar_crepe/replace_obj,,1.0,laion2b_s29b_b131k_ft_soup,,convnext_large_d_320 laion2b_s29b_b131k_ft_soup
,0.9654963612556458,,,,image_caption_selection,,en,0.9654963612556458,,,ViT-H-14,sugar_crepe/replace_obj,,1.0,laion2b_s32b_b79k,,ViT-H-14 laion2b_s32b_b79k
,0.962469756603241,,,,image_caption_selection,,en,0.962469756603241,,,ViT-L-14,sugar_crepe/replace_obj,,1.0,laion2b_s32b_b82k,,ViT-L-14 laion2b_s32b_b82k
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,0.9600484371185303,,,,image_caption_selection,,en,0.9600484371185303,,,ViT-L-14-quickgelu,sugar_crepe/replace_obj,,1.0,metaclip_fullcc,,ViT-L-14-quickgelu metaclip_fullcc
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,0.9588377475738525,,,,image_caption_selection,,en,0.9588377475738525,,,coca_ViT-L-14,sugar_crepe/replace_obj,,1.0,mscoco_finetuned_laion2b_s13b_b90k,,coca_ViT-L-14 mscoco_finetuned_laion2b_s13b_b90k
,0.9249394536018372,,,,image_caption_selection,,en,0.9249394536018372,,,RN101,sugar_crepe/replace_obj,,1.0,openai,,RN101 openai
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,0.9527844786643982,,,,image_caption_selection,,en,0.9527844786643982,,,nllb-clip-base-siglip,sugar_crepe/replace_obj,,1.0,v1,,nllb-clip-base-siglip v1
,0.926755428314209,,,,image_caption_selection,,en,0.926755428314209,,,nllb-clip-large,sugar_crepe/replace_obj,,1.0,v1,,nllb-clip-large v1
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,0.9527844786643982,,,,image_caption_selection,,en,0.9527844786643982,,,ViT-B-16-SigLIP-256,sugar_crepe/replace_obj,,1.0,webli,,ViT-B-16-SigLIP-256 webli
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,0.9533898234367371,,,,image_caption_selection,,en,0.9533898234367371,,,ViT-B-16-SigLIP,sugar_crepe/replace_obj,,1.0,webli,,ViT-B-16-SigLIP webli
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,0.9691283106803894,,,,image_caption_selection,,en,0.9691283106803894,,,ViT-SO400M-14-SigLIP,sugar_crepe/replace_obj,,1.0,webli,,ViT-SO400M-14-SigLIP webli
,0.8656174540519714,,,,image_caption_selection,,en,0.8656174540519714,,,RN101,sugar_crepe/replace_obj,,1.0,yfcc15m,,RN101 yfcc15m
,0.8613801598548889,,,,image_caption_selection,,en,0.8613801598548889,,,RN101-quickgelu,sugar_crepe/replace_obj,,1.0,yfcc15m,,RN101-quickgelu yfcc15m
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,0.5604552030563354,,,,image_caption_selection,,en,0.5604552030563354,,,ViT-B-16,sugar_crepe/replace_rel,,1.0,commonpool_l_s1b_b8k,,ViT-B-16 commonpool_l_s1b_b8k
,0.6237553358078003,,,,image_caption_selection,,en,0.6237553358078003,,,ViT-B-16,sugar_crepe/replace_rel,,1.0,commonpool_l_text_s1b_b8k,,ViT-B-16 commonpool_l_text_s1b_b8k
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,0.5483641624450684,,,,image_caption_selection,,en,0.5483641624450684,,,ViT-B-32,sugar_crepe/replace_rel,,1.0,commonpool_m_clip_s128m_b4k,,ViT-B-32 commonpool_m_clip_s128m_b4k
,0.5654338598251343,,,,image_caption_selection,,en,0.5654338598251343,,,ViT-B-32,sugar_crepe/replace_rel,,1.0,commonpool_m_image_s128m_b4k,,ViT-B-32 commonpool_m_image_s128m_b4k
,0.5682787895202637,,,,image_caption_selection,,en,0.5682787895202637,,,ViT-B-32,sugar_crepe/replace_rel,,1.0,commonpool_m_laion_s128m_b4k,,ViT-B-32 commonpool_m_laion_s128m_b4k
,0.5448079705238342,,,,image_caption_selection,,en,0.5448079705238342,,,ViT-B-32,sugar_crepe/replace_rel,,1.0,commonpool_m_s128m_b4k,,ViT-B-32 commonpool_m_s128m_b4k
,0.5725462436676025,,,,image_caption_selection,,en,0.5725462436676025,,,ViT-B-32,sugar_crepe/replace_rel,,1.0,commonpool_m_text_s128m_b4k,,ViT-B-32 commonpool_m_text_s128m_b4k
,0.49644380807876587,,,,image_caption_selection,,en,0.49644380807876587,,,ViT-B-32,sugar_crepe/replace_rel,,1.0,commonpool_s_basic_s13m_b4k,,ViT-B-32 commonpool_s_basic_s13m_b4k
,0.4985775351524353,,,,image_caption_selection,,en,0.4985775351524353,,,ViT-B-32,sugar_crepe/replace_rel,,1.0,commonpool_s_clip_s13m_b4k,,ViT-B-32 commonpool_s_clip_s13m_b4k
,0.5227596163749695,,,,image_caption_selection,,en,0.5227596163749695,,,ViT-B-32,sugar_crepe/replace_rel,,1.0,commonpool_s_image_s13m_b4k,,ViT-B-32 commonpool_s_image_s13m_b4k
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,0.5128023028373718,,,,image_caption_selection,,en,0.5128023028373718,,,ViT-B-32,sugar_crepe/replace_rel,,1.0,commonpool_s_s13m_b4k,,ViT-B-32 commonpool_s_s13m_b4k
,0.5248933434486389,,,,image_caption_selection,,en,0.5248933434486389,,,ViT-B-32,sugar_crepe/replace_rel,,1.0,commonpool_s_text_s13m_b4k,,ViT-B-32 commonpool_s_text_s13m_b4k
,0.6863442659378052,,,,image_caption_selection,,en,0.6863442659378052,,,ViT-L-14,sugar_crepe/replace_rel,,1.0,commonpool_xl_clip_s13b_b90k,,ViT-L-14 commonpool_xl_clip_s13b_b90k
,0.7048364281654358,,,,image_caption_selection,,en,0.7048364281654358,,,ViT-L-14,sugar_crepe/replace_rel,,1.0,commonpool_xl_laion_s13b_b90k,,ViT-L-14 commonpool_xl_laion_s13b_b90k
,0.6394025683403015,,,,image_caption_selection,,en,0.6394025683403015,,,ViT-L-14,sugar_crepe/replace_rel,,1.0,commonpool_xl_s13b_b90k,,ViT-L-14 commonpool_xl_s13b_b90k
,0.6287339925765991,,,,image_caption_selection,,en,0.6287339925765991,,,ViTamin-B,sugar_crepe/replace_rel,,1.0,datacomp1b,,ViTamin-B datacomp1b
,0.6671408414840698,,,,image_caption_selection,,en,0.6671408414840698,,,ViTamin-B-LTT,sugar_crepe/replace_rel,,1.0,datacomp1b,,ViTamin-B-LTT datacomp1b
,0.704125165939331,,,,image_caption_selection,,en,0.704125165939331,,,ViTamin-L2-256,sugar_crepe/replace_rel,,1.0,datacomp1b,,ViTamin-L2-256 datacomp1b
,0.7083926200866699,,,,image_caption_selection,,en,0.7083926200866699,,,ViTamin-L2-336,sugar_crepe/replace_rel,,1.0,datacomp1b,,ViTamin-L2-336 datacomp1b
,0.692034125328064,,,,image_caption_selection,,en,0.692034125328064,,,ViTamin-L-256,sugar_crepe/replace_rel,,1.0,datacomp1b,,ViTamin-L-256 datacomp1b
,0.6906116604804993,,,,image_caption_selection,,en,0.6906116604804993,,,ViTamin-L2,sugar_crepe/replace_rel,,1.0,datacomp1b,,ViTamin-L2 datacomp1b
,0.6785206198692322,,,,image_caption_selection,,en,0.6785206198692322,,,ViTamin-L-336,sugar_crepe/replace_rel,,1.0,datacomp1b,,ViTamin-L-336 datacomp1b
,0.6941678524017334,,,,image_caption_selection,,en,0.6941678524017334,,,ViTamin-L,sugar_crepe/replace_rel,,1.0,datacomp1b,,ViTamin-L datacomp1b
,0.6209104061126709,,,,image_caption_selection,,en,0.6209104061126709,,,ViTamin-S,sugar_crepe/replace_rel,,1.0,datacomp1b,,ViTamin-S datacomp1b
,0.6756756901741028,,,,image_caption_selection,,en,0.6756756901741028,,,ViTamin-S-LTT,sugar_crepe/replace_rel,,1.0,datacomp1b,,ViTamin-S-LTT datacomp1b
,0.712660014629364,,,,image_caption_selection,,en,0.712660014629364,,,ViTamin-XL-256,sugar_crepe/replace_rel,,1.0,datacomp1b,,ViTamin-XL-256 datacomp1b
,0.7169274687767029,,,,image_caption_selection,,en,0.7169274687767029,,,ViTamin-XL-336,sugar_crepe/replace_rel,,1.0,datacomp1b,,ViTamin-XL-336 datacomp1b
,0.7275960445404053,,,,image_caption_selection,,en,0.7275960445404053,,,ViTamin-XL-384,sugar_crepe/replace_rel,,1.0,datacomp1b,,ViTamin-XL-384 datacomp1b
,0.7169274687767029,,,,image_caption_selection,,en,0.7169274687767029,,,ViT-bigG-14-CLIPA-336,sugar_crepe/replace_rel,,1.0,datacomp1b,,ViT-bigG-14-CLIPA-336 datacomp1b
,0.7112375497817993,,,,image_caption_selection,,en,0.7112375497817993,,,ViT-bigG-14-CLIPA,sugar_crepe/replace_rel,,1.0,datacomp1b,,ViT-bigG-14-CLIPA datacomp1b
,0.6863442659378052,,,,image_caption_selection,,en,0.6863442659378052,,,ViT-H-14-CLIPA-336,sugar_crepe/replace_rel,,1.0,datacomp1b,,ViT-H-14-CLIPA-336 datacomp1b
,0.6820768117904663,,,,image_caption_selection,,en,0.6820768117904663,,,ViT-H-14-CLIPA,sugar_crepe/replace_rel,,1.0,datacomp1b,,ViT-H-14-CLIPA datacomp1b
,0.6877667307853699,,,,image_caption_selection,,en,0.6877667307853699,,,ViT-L-14-CLIPA-336,sugar_crepe/replace_rel,,1.0,datacomp1b,,ViT-L-14-CLIPA-336 datacomp1b
,0.6906116604804993,,,,image_caption_selection,,en,0.6906116604804993,,,ViT-L-14-CLIPA,sugar_crepe/replace_rel,,1.0,datacomp1b,,ViT-L-14-CLIPA datacomp1b
,0.7112375497817993,,,,image_caption_selection,,en,0.7112375497817993,,,MobileCLIP-B,sugar_crepe/replace_rel,,1.0,datacompdr_lt,,MobileCLIP-B datacompdr_lt
,0.7098150849342346,,,,image_caption_selection,,en,0.7098150849342346,,,MobileCLIP-B,sugar_crepe/replace_rel,,1.0,datacompdr,,MobileCLIP-B datacompdr
,0.6635846495628357,,,,image_caption_selection,,en,0.6635846495628357,,,MobileCLIP-S1,sugar_crepe/replace_rel,,1.0,datacompdr,,MobileCLIP-S1 datacompdr
,0.6685633063316345,,,,image_caption_selection,,en,0.6685633063316345,,,MobileCLIP-S2,sugar_crepe/replace_rel,,1.0,datacompdr,,MobileCLIP-S2 datacompdr
,0.6401137709617615,,,,image_caption_selection,,en,0.6401137709617615,,,ViT-B-16,sugar_crepe/replace_rel,,1.0,datacomp_l_s1b_b8k,,ViT-B-16 datacomp_l_s1b_b8k
,0.5817922949790955,,,,image_caption_selection,,en,0.5817922949790955,,,ViT-B-32,sugar_crepe/replace_rel,,1.0,datacomp_m_s128m_b4k,,ViT-B-32 datacomp_m_s128m_b4k
,0.6721194982528687,,,,image_caption_selection,,en,0.6721194982528687,,,ViT-B-32-256,sugar_crepe/replace_rel,,1.0,datacomp_s34b_b86k,,ViT-B-32-256 datacomp_s34b_b86k
,0.5227596163749695,,,,image_caption_selection,,en,0.5227596163749695,,,ViT-B-32,sugar_crepe/replace_rel,,1.0,datacomp_s_s13m_b4k,,ViT-B-32 datacomp_s_s13m_b4k
,0.6948791146278381,,,,image_caption_selection,,en,0.6948791146278381,,,ViT-B-16,sugar_crepe/replace_rel,,1.0,datacomp_xl_s13b_b90k,,ViT-B-16 datacomp_xl_s13b_b90k
,0.6671408414840698,,,,image_caption_selection,,en,0.6671408414840698,,,ViT-B-32,sugar_crepe/replace_rel,,1.0,datacomp_xl_s13b_b90k,,ViT-B-32 datacomp_xl_s13b_b90k
,0.699857771396637,,,,image_caption_selection,,en,0.699857771396637,,,ViT-L-14,sugar_crepe/replace_rel,,1.0,datacomp_xl_s13b_b90k,,ViT-L-14 datacomp_xl_s13b_b90k
,0.691322922706604,,,,image_caption_selection,,en,0.691322922706604,,,ViT-B-16,sugar_crepe/replace_rel,,1.0,dfn2b,,ViT-B-16 dfn2b
,0.7091038227081299,,,,image_caption_selection,,en,0.7091038227081299,,,ViT-L-14-quickgelu,sugar_crepe/replace_rel,,1.0,dfn2b,,ViT-L-14-quickgelu dfn2b
,0.7396870851516724,,,,image_caption_selection,,en,0.7396870851516724,,,ViT-H-14-378-quickgelu,sugar_crepe/replace_rel,,1.0,dfn5b,,ViT-H-14-378-quickgelu dfn5b
,0.7375533580780029,,,,image_caption_selection,,en,0.7375533580780029,,,ViT-H-14-quickgelu,sugar_crepe/replace_rel,,1.0,dfn5b,,ViT-H-14-quickgelu dfn5b
,0.721194863319397,,,,image_caption_selection,,en,0.721194863319397,,,xlm-roberta-large-ViT-H-14,sugar_crepe/replace_rel,,1.0,frozen_laion5b_s13b_b90k,,xlm-roberta-large-ViT-H-14 frozen_laion5b_s13b_b90k
,0.7034139633178711,,,,image_caption_selection,,en,0.7034139633178711,,,ViT-B-32,sugar_crepe/replace_rel,,1.0,laion2b_e16,,ViT-B-32 laion2b_e16
,0.7254623174667358,,,,image_caption_selection,,en,0.7254623174667358,,,roberta-ViT-B-32,sugar_crepe/replace_rel,,1.0,laion2b_s12b_b32k,,roberta-ViT-B-32 laion2b_s12b_b32k
,0.7233285903930664,,,,image_caption_selection,,en,0.7233285903930664,,,ViT-g-14,sugar_crepe/replace_rel,,1.0,laion2b_s12b_b42k,,ViT-g-14 laion2b_s12b_b42k
,0.7140824794769287,,,,image_caption_selection,,en,0.7140824794769287,,,convnext_base_w,sugar_crepe/replace_rel,,1.0,laion2b_s13b_b82k_augreg,,convnext_base_w laion2b_s13b_b82k_augreg
,0.7140824794769287,,,,image_caption_selection,,en,0.7140824794769287,,,convnext_base_w,sugar_crepe/replace_rel,,1.0,laion2b_s13b_b82k,,convnext_base_w laion2b_s13b_b82k
,0.6806543469429016,,,,image_caption_selection,,en,0.6806543469429016,,,coca_ViT-B-32,sugar_crepe/replace_rel,,1.0,laion2b_s13b_b90k,,coca_ViT-B-32 laion2b_s13b_b90k
,0.7105262875556946,,,,image_caption_selection,,en,0.7105262875556946,,,coca_ViT-L-14,sugar_crepe/replace_rel,,1.0,laion2b_s13b_b90k,,coca_ViT-L-14 laion2b_s13b_b90k
,0.7155050039291382,,,,image_caption_selection,,en,0.7155050039291382,,,convnext_large_d,sugar_crepe/replace_rel,,1.0,laion2b_s26b_b102k_augreg,,convnext_large_d laion2b_s26b_b102k_augreg
,0.7247510552406311,,,,image_caption_selection,,en,0.7247510552406311,,,convnext_large_d_320,sugar_crepe/replace_rel,,1.0,laion2b_s29b_b131k_ft,,convnext_large_d_320 laion2b_s29b_b131k_ft
,0.7240398526191711,,,,image_caption_selection,,en,0.7240398526191711,,,convnext_large_d_320,sugar_crepe/replace_rel,,1.0,laion2b_s29b_b131k_ft_soup,,convnext_large_d_320 laion2b_s29b_b131k_ft_soup
,0.7155050039291382,,,,image_caption_selection,,en,0.7155050039291382,,,ViT-H-14,sugar_crepe/replace_rel,,1.0,laion2b_s32b_b79k,,ViT-H-14 laion2b_s32b_b79k
,0.7069701552391052,,,,image_caption_selection,,en,0.7069701552391052,,,ViT-L-14,sugar_crepe/replace_rel,,1.0,laion2b_s32b_b82k,,ViT-L-14 laion2b_s32b_b82k
,0.6891891956329346,,,,image_caption_selection,,en,0.6891891956329346,,,ViT-B-32,sugar_crepe/replace_rel,,1.0,laion2b_s34b_b79k,,ViT-B-32 laion2b_s34b_b79k
,0.7183499336242676,,,,image_caption_selection,,en,0.7183499336242676,,,convnext_xxlarge,sugar_crepe/replace_rel,,1.0,laion2b_s34b_b82k_augreg,,convnext_xxlarge laion2b_s34b_b82k_augreg
,0.7247510552406311,,,,image_caption_selection,,en,0.7247510552406311,,,convnext_xxlarge,sugar_crepe/replace_rel,,1.0,laion2b_s34b_b82k_augreg_rewind,,convnext_xxlarge laion2b_s34b_b82k_augreg_rewind
,0.7197723984718323,,,,image_caption_selection,,en,0.7197723984718323,,,convnext_xxlarge,sugar_crepe/replace_rel,,1.0,laion2b_s34b_b82k_augreg_soup,,convnext_xxlarge laion2b_s34b_b82k_augreg_soup
,0.7105262875556946,,,,image_caption_selection,,en,0.7105262875556946,,,ViT-B-16,sugar_crepe/replace_rel,,1.0,laion2b_s34b_b88k,,ViT-B-16 laion2b_s34b_b88k
,0.7304409742355347,,,,image_caption_selection,,en,0.7304409742355347,,,ViT-g-14,sugar_crepe/replace_rel,,1.0,laion2b_s34b_b88k,,ViT-g-14 laion2b_s34b_b88k
,0.7482219338417053,,,,image_caption_selection,,en,0.7482219338417053,,,ViT-bigG-14,sugar_crepe/replace_rel,,1.0,laion2b_s39b_b160k,,ViT-bigG-14 laion2b_s39b_b160k
,0.7439544796943665,,,,image_caption_selection,,en,0.7439544796943665,,,EVA02-E-14,sugar_crepe/replace_rel,,1.0,laion2b_s4b_b115k,,EVA02-E-14 laion2b_s4b_b115k
,0.741820752620697,,,,image_caption_selection,,en,0.741820752620697,,,EVA02-E-14-plus,sugar_crepe/replace_rel,,1.0,laion2b_s9b_b144k,,EVA02-E-14-plus laion2b_s9b_b144k
,0.7140824794769287,,,,image_caption_selection,,en,0.7140824794769287,,,ViT-H-14-CLIPA-336,sugar_crepe/replace_rel,,1.0,laion2b,,ViT-H-14-CLIPA-336 laion2b
,0.6671408414840698,,,,image_caption_selection,,en,0.6671408414840698,,,ViT-B-16,sugar_crepe/replace_rel,,1.0,laion400m_e31,,ViT-B-16 laion400m_e31
,0.6671408414840698,,,,image_caption_selection,,en,0.6671408414840698,,,ViT-B-16-plus-240,sugar_crepe/replace_rel,,1.0,laion400m_e31,,ViT-B-16-plus-240 laion400m_e31
,0.6763868927955627,,,,image_caption_selection,,en,0.6763868927955627,,,ViT-B-32,sugar_crepe/replace_rel,,1.0,laion400m_e31,,ViT-B-32 laion400m_e31
,0.674964427947998,,,,image_caption_selection,,en,0.674964427947998,,,ViT-B-32-quickgelu,sugar_crepe/replace_rel,,1.0,laion400m_e31,,ViT-B-32-quickgelu laion400m_e31
,0.6856330037117004,,,,image_caption_selection,,en,0.6856330037117004,,,ViT-L-14,sugar_crepe/replace_rel,,1.0,laion400m_e31,,ViT-L-14 laion400m_e31
,0.6685633063316345,,,,image_caption_selection,,en,0.6685633063316345,,,ViT-B-16,sugar_crepe/replace_rel,,1.0,laion400m_e32,,ViT-B-16 laion400m_e32
,0.6650071144104004,,,,image_caption_selection,,en,0.6650071144104004,,,ViT-B-16-plus-240,sugar_crepe/replace_rel,,1.0,laion400m_e32,,ViT-B-16-plus-240 laion400m_e32
,0.6728307008743286,,,,image_caption_selection,,en,0.6728307008743286,,,ViT-B-32,sugar_crepe/replace_rel,,1.0,laion400m_e32,,ViT-B-32 laion400m_e32
,0.6721194982528687,,,,image_caption_selection,,en,0.6721194982528687,,,ViT-B-32-quickgelu,sugar_crepe/replace_rel,,1.0,laion400m_e32,,ViT-B-32-quickgelu laion400m_e32
,0.692034125328064,,,,image_caption_selection,,en,0.692034125328064,,,ViT-L-14,sugar_crepe/replace_rel,,1.0,laion400m_e32,,ViT-L-14 laion400m_e32
,0.6842105388641357,,,,image_caption_selection,,en,0.6842105388641357,,,EVA01-g-14,sugar_crepe/replace_rel,,1.0,laion400m_s11b_b41k,,EVA01-g-14 laion400m_s11b_b41k
,0.6586059927940369,,,,image_caption_selection,,en,0.6586059927940369,,,convnext_base,sugar_crepe/replace_rel,,1.0,laion400m_s13b_b51k,,convnext_base laion400m_s13b_b51k
,0.6927453875541687,,,,image_caption_selection,,en,0.6927453875541687,,,xlm-roberta-base-ViT-B-32,sugar_crepe/replace_rel,,1.0,laion5b_s13b_b90k,,xlm-roberta-base-ViT-B-32 laion5b_s13b_b90k
,0.699857771396637,,,,image_caption_selection,,en,0.699857771396637,,,convnext_base_w_320,sugar_crepe/replace_rel,,1.0,laion_aesthetic_s13b_b82k_augreg,,convnext_base_w_320 laion_aesthetic_s13b_b82k_augreg
,0.7219061255455017,,,,image_caption_selection,,en,0.7219061255455017,,,convnext_base_w_320,sugar_crepe/replace_rel,,1.0,laion_aesthetic_s13b_b82k,,convnext_base_w_320 laion_aesthetic_s13b_b82k
,0.7062588930130005,,,,image_caption_selection,,en,0.7062588930130005,,,convnext_base_w,sugar_crepe/replace_rel,,1.0,laion_aesthetic_s13b_b82k,,convnext_base_w laion_aesthetic_s13b_b82k
,0.7226173281669617,,,,image_caption_selection,,en,0.7226173281669617,,,EVA01-g-14-plus,sugar_crepe/replace_rel,,1.0,merged2b_s11b_b114k,,EVA01-g-14-plus merged2b_s11b_b114k
,0.7169274687767029,,,,image_caption_selection,,en,0.7169274687767029,,,EVA02-L-14,sugar_crepe/replace_rel,,1.0,merged2b_s4b_b131k,,EVA02-L-14 merged2b_s4b_b131k
,0.7098150849342346,,,,image_caption_selection,,en,0.7098150849342346,,,EVA02-L-14-336,sugar_crepe/replace_rel,,1.0,merged2b_s6b_b61k,,EVA02-L-14-336 merged2b_s6b_b61k
,0.6593171954154968,,,,image_caption_selection,,en,0.6593171954154968,,,EVA02-B-16,sugar_crepe/replace_rel,,1.0,merged2b_s8b_b131k,,EVA02-B-16 merged2b_s8b_b131k
,0.6657183766365051,,,,image_caption_selection,,en,0.6657183766365051,,,ViT-B-16-quickgelu,sugar_crepe/replace_rel,,1.0,metaclip_400m,,ViT-B-16-quickgelu metaclip_400m
,0.670697033405304,,,,image_caption_selection,,en,0.670697033405304,,,ViT-B-32-quickgelu,sugar_crepe/replace_rel,,1.0,metaclip_400m,,ViT-B-32-quickgelu metaclip_400m
,0.6842105388641357,,,,image_caption_selection,,en,0.6842105388641357,,,ViT-L-14-quickgelu,sugar_crepe/replace_rel,,1.0,metaclip_400m,,ViT-L-14-quickgelu metaclip_400m
,0.6678520441055298,,,,image_caption_selection,,en,0.6678520441055298,,,ViT-B-16-quickgelu,sugar_crepe/replace_rel,,1.0,metaclip_fullcc,,ViT-B-16-quickgelu metaclip_fullcc
,0.674964427947998,,,,image_caption_selection,,en,0.674964427947998,,,ViT-B-32-quickgelu,sugar_crepe/replace_rel,,1.0,metaclip_fullcc,,ViT-B-32-quickgelu metaclip_fullcc
,0.7048364281654358,,,,image_caption_selection,,en,0.7048364281654358,,,ViT-H-14-quickgelu,sugar_crepe/replace_rel,,1.0,metaclip_fullcc,,ViT-H-14-quickgelu metaclip_fullcc
,0.6984353065490723,,,,image_caption_selection,,en,0.6984353065490723,,,ViT-L-14-quickgelu,sugar_crepe/replace_rel,,1.0,metaclip_fullcc,,ViT-L-14-quickgelu metaclip_fullcc
,0.7240398526191711,,,,image_caption_selection,,en,0.7240398526191711,,,nllb-clip-base-siglip,sugar_crepe/replace_rel,,1.0,mrl,,nllb-clip-base-siglip mrl
,0.7283072471618652,,,,image_caption_selection,,en,0.7283072471618652,,,nllb-clip-large-siglip,sugar_crepe/replace_rel,,1.0,mrl,,nllb-clip-large-siglip mrl
,0.470839262008667,,,,image_caption_selection,,en,0.470839262008667,,,coca_ViT-B-32,sugar_crepe/replace_rel,,1.0,mscoco_finetuned_laion2b_s13b_b90k,,coca_ViT-B-32 mscoco_finetuned_laion2b_s13b_b90k
,0.7318634390830994,,,,image_caption_selection,,en,0.7318634390830994,,,coca_ViT-L-14,sugar_crepe/replace_rel,,1.0,mscoco_finetuned_laion2b_s13b_b90k,,coca_ViT-L-14 mscoco_finetuned_laion2b_s13b_b90k
,0.6714082360267639,,,,image_caption_selection,,en,0.6714082360267639,,,RN101,sugar_crepe/replace_rel,,1.0,openai,,RN101 openai
,0.6714082360267639,,,,image_caption_selection,,en,0.6714082360267639,,,RN101-quickgelu,sugar_crepe/replace_rel,,1.0,openai,,RN101-quickgelu openai
,0.7005689740180969,,,,image_caption_selection,,en,0.7005689740180969,,,RN50,sugar_crepe/replace_rel,,1.0,openai,,RN50 openai
,0.7005689740180969,,,,image_caption_selection,,en,0.7005689740180969,,,RN50-quickgelu,sugar_crepe/replace_rel,,1.0,openai,,RN50-quickgelu openai
,0.6927453875541687,,,,image_caption_selection,,en,0.6927453875541687,,,RN50x16,sugar_crepe/replace_rel,,1.0,openai,,RN50x16 openai
,0.674964427947998,,,,image_caption_selection,,en,0.674964427947998,,,RN50x4,sugar_crepe/replace_rel,,1.0,openai,,RN50x4 openai
,0.7055476307868958,,,,image_caption_selection,,en,0.7055476307868958,,,RN50x64,sugar_crepe/replace_rel,,1.0,openai,,RN50x64 openai
,0.6664295792579651,,,,image_caption_selection,,en,0.6664295792579651,,,ViT-B-16,sugar_crepe/replace_rel,,1.0,openai,,ViT-B-16 openai
,0.691322922706604,,,,image_caption_selection,,en,0.691322922706604,,,ViT-B-32,sugar_crepe/replace_rel,,1.0,openai,,ViT-B-32 openai
,0.691322922706604,,,,image_caption_selection,,en,0.691322922706604,,,ViT-B-32-quickgelu,sugar_crepe/replace_rel,,1.0,openai,,ViT-B-32-quickgelu openai
,0.6664295792579651,,,,image_caption_selection,,en,0.6664295792579651,,,ViT-L-14-336,sugar_crepe/replace_rel,,1.0,openai,,ViT-L-14-336 openai
,0.6529160737991333,,,,image_caption_selection,,en,0.6529160737991333,,,ViT-L-14,sugar_crepe/replace_rel,,1.0,openai,,ViT-L-14 openai
,0.6258890628814697,,,,image_caption_selection,,en,0.6258890628814697,,,nllb-clip-base,sugar_crepe/replace_rel,,1.0,v1,,nllb-clip-base v1
,0.692034125328064,,,,image_caption_selection,,en,0.692034125328064,,,nllb-clip-base-siglip,sugar_crepe/replace_rel,,1.0,v1,,nllb-clip-base-siglip v1
,0.6664295792579651,,,,image_caption_selection,,en,0.6664295792579651,,,nllb-clip-large,sugar_crepe/replace_rel,,1.0,v1,,nllb-clip-large v1
,0.7219061255455017,,,,image_caption_selection,,en,0.7219061255455017,,,nllb-clip-large-siglip,sugar_crepe/replace_rel,,1.0,v1,,nllb-clip-large-siglip v1
,0.6884779334068298,,,,image_caption_selection,,en,0.6884779334068298,,,ViT-B-16-SigLIP-256,sugar_crepe/replace_rel,,1.0,webli,,ViT-B-16-SigLIP-256 webli
,0.6891891956329346,,,,image_caption_selection,,en,0.6891891956329346,,,ViT-B-16-SigLIP-384,sugar_crepe/replace_rel,,1.0,webli,,ViT-B-16-SigLIP-384 webli
,0.6991465091705322,,,,image_caption_selection,,en,0.6991465091705322,,,ViT-B-16-SigLIP-512,sugar_crepe/replace_rel,,1.0,webli,,ViT-B-16-SigLIP-512 webli
,0.7034139633178711,,,,image_caption_selection,,en,0.7034139633178711,,,ViT-B-16-SigLIP,sugar_crepe/replace_rel,,1.0,webli,,ViT-B-16-SigLIP webli
,0.6763868927955627,,,,image_caption_selection,,en,0.6763868927955627,,,ViT-B-16-SigLIP-i18n-256,sugar_crepe/replace_rel,,1.0,webli,,ViT-B-16-SigLIP-i18n-256 webli
,0.7005689740180969,,,,image_caption_selection,,en,0.7005689740180969,,,ViT-L-16-SigLIP-256,sugar_crepe/replace_rel,,1.0,webli,,ViT-L-16-SigLIP-256 webli
,0.712660014629364,,,,image_caption_selection,,en,0.712660014629364,,,ViT-L-16-SigLIP-384,sugar_crepe/replace_rel,,1.0,webli,,ViT-L-16-SigLIP-384 webli
,0.7062588930130005,,,,image_caption_selection,,en,0.7062588930130005,,,ViT-SO400M-14-SigLIP-384,sugar_crepe/replace_rel,,1.0,webli,,ViT-SO400M-14-SigLIP-384 webli
,0.7446657419204712,,,,image_caption_selection,,en,0.7446657419204712,,,ViT-SO400M-14-SigLIP,sugar_crepe/replace_rel,,1.0,webli,,ViT-SO400M-14-SigLIP webli
,0.6514936089515686,,,,image_caption_selection,,en,0.6514936089515686,,,RN101,sugar_crepe/replace_rel,,1.0,yfcc15m,,RN101 yfcc15m
,0.6479374170303345,,,,image_caption_selection,,en,0.6479374170303345,,,RN101-quickgelu,sugar_crepe/replace_rel,,1.0,yfcc15m,,RN101-quickgelu yfcc15m
,0.6358463764190674,,,,image_caption_selection,,en,0.6358463764190674,,,RN50,sugar_crepe/replace_rel,,1.0,yfcc15m,,RN50 yfcc15m
,0.6280227303504944,,,,image_caption_selection,,en,0.6280227303504944,,,RN50-quickgelu,sugar_crepe/replace_rel,,1.0,yfcc15m,,RN50-quickgelu yfcc15m
,0.642642617225647,,,,image_caption_selection,,en,0.642642617225647,,,RN50,sugar_crepe/swap_att,,1.0,cc12m,,RN50 cc12m
,0.6441441178321838,,,,image_caption_selection,,en,0.6441441178321838,,,RN50-quickgelu,sugar_crepe/swap_att,,1.0,cc12m,,RN50-quickgelu cc12m
,0.5720720887184143,,,,image_caption_selection,,en,0.5720720887184143,,,ViT-B-16,sugar_crepe/swap_att,,1.0,commonpool_l_basic_s1b_b8k,,ViT-B-16 commonpool_l_basic_s1b_b8k
,0.5945945978164673,,,,image_caption_selection,,en,0.5945945978164673,,,ViT-B-16,sugar_crepe/swap_att,,1.0,commonpool_l_clip_s1b_b8k,,ViT-B-16 commonpool_l_clip_s1b_b8k
,0.5840840935707092,,,,image_caption_selection,,en,0.5840840935707092,,,ViT-B-16,sugar_crepe/swap_att,,1.0,commonpool_l_image_s1b_b8k,,ViT-B-16 commonpool_l_image_s1b_b8k
,0.6486486196517944,,,,image_caption_selection,,en,0.6486486196517944,,,ViT-B-16,sugar_crepe/swap_att,,1.0,commonpool_l_laion_s1b_b8k,,ViT-B-16 commonpool_l_laion_s1b_b8k
,0.5660660862922668,,,,image_caption_selection,,en,0.5660660862922668,,,ViT-B-16,sugar_crepe/swap_att,,1.0,commonpool_l_s1b_b8k,,ViT-B-16 commonpool_l_s1b_b8k
,0.5915915966033936,,,,image_caption_selection,,en,0.5915915966033936,,,ViT-B-16,sugar_crepe/swap_att,,1.0,commonpool_l_text_s1b_b8k,,ViT-B-16 commonpool_l_text_s1b_b8k
,0.5525525808334351,,,,image_caption_selection,,en,0.5525525808334351,,,ViT-B-32,sugar_crepe/swap_att,,1.0,commonpool_m_basic_s128m_b4k,,ViT-B-32 commonpool_m_basic_s128m_b4k
,0.5555555820465088,,,,image_caption_selection,,en,0.5555555820465088,,,ViT-B-32,sugar_crepe/swap_att,,1.0,commonpool_m_clip_s128m_b4k,,ViT-B-32 commonpool_m_clip_s128m_b4k
,0.5465465188026428,,,,image_caption_selection,,en,0.5465465188026428,,,ViT-B-32,sugar_crepe/swap_att,,1.0,commonpool_m_image_s128m_b4k,,ViT-B-32 commonpool_m_image_s128m_b4k
,0.5795795917510986,,,,image_caption_selection,,en,0.5795795917510986,,,ViT-B-32,sugar_crepe/swap_att,,1.0,commonpool_m_laion_s128m_b4k,,ViT-B-32 commonpool_m_laion_s128m_b4k
,0.5270270109176636,,,,image_caption_selection,,en,0.5270270109176636,,,ViT-B-32,sugar_crepe/swap_att,,1.0,commonpool_m_s128m_b4k,,ViT-B-32 commonpool_m_s128m_b4k
,0.5585585832595825,,,,image_caption_selection,,en,0.5585585832595825,,,ViT-B-32,sugar_crepe/swap_att,,1.0,commonpool_m_text_s128m_b4k,,ViT-B-32 commonpool_m_text_s128m_b4k
,0.5255255103111267,,,,image_caption_selection,,en,0.5255255103111267,,,ViT-B-32,sugar_crepe/swap_att,,1.0,commonpool_s_basic_s13m_b4k,,ViT-B-32 commonpool_s_basic_s13m_b4k
,0.5150150060653687,,,,image_caption_selection,,en,0.5150150060653687,,,ViT-B-32,sugar_crepe/swap_att,,1.0,commonpool_s_clip_s13m_b4k,,ViT-B-32 commonpool_s_clip_s13m_b4k
,0.5165165066719055,,,,image_caption_selection,,en,0.5165165066719055,,,ViT-B-32,sugar_crepe/swap_att,,1.0,commonpool_s_image_s13m_b4k,,ViT-B-32 commonpool_s_image_s13m_b4k
,0.5135135054588318,,,,image_caption_selection,,en,0.5135135054588318,,,ViT-B-32,sugar_crepe/swap_att,,1.0,commonpool_s_laion_s13m_b4k,,ViT-B-32 commonpool_s_laion_s13m_b4k
,0.4954954981803894,,,,image_caption_selection,,en,0.4954954981803894,,,ViT-B-32,sugar_crepe/swap_att,,1.0,commonpool_s_s13m_b4k,,ViT-B-32 commonpool_s_s13m_b4k
,0.5015015006065369,,,,image_caption_selection,,en,0.5015015006065369,,,ViT-B-32,sugar_crepe/swap_att,,1.0,commonpool_s_text_s13m_b4k,,ViT-B-32 commonpool_s_text_s13m_b4k
,0.6336336135864258,,,,image_caption_selection,,en,0.6336336135864258,,,ViT-L-14,sugar_crepe/swap_att,,1.0,commonpool_xl_clip_s13b_b90k,,ViT-L-14 commonpool_xl_clip_s13b_b90k
,0.6711711883544922,,,,image_caption_selection,,en,0.6711711883544922,,,ViT-L-14,sugar_crepe/swap_att,,1.0,commonpool_xl_laion_s13b_b90k,,ViT-L-14 commonpool_xl_laion_s13b_b90k
,0.5900900959968567,,,,image_caption_selection,,en,0.5900900959968567,,,ViT-L-14,sugar_crepe/swap_att,,1.0,commonpool_xl_s13b_b90k,,ViT-L-14 commonpool_xl_s13b_b90k
,0.6126126050949097,,,,image_caption_selection,,en,0.6126126050949097,,,ViTamin-B,sugar_crepe/swap_att,,1.0,datacomp1b,,ViTamin-B datacomp1b
,0.6516516804695129,,,,image_caption_selection,,en,0.6516516804695129,,,ViTamin-B-LTT,sugar_crepe/swap_att,,1.0,datacomp1b,,ViTamin-B-LTT datacomp1b
,0.7222222089767456,,,,image_caption_selection,,en,0.7222222089767456,,,ViTamin-L2-256,sugar_crepe/swap_att,,1.0,datacomp1b,,ViTamin-L2-256 datacomp1b
,0.7297297120094299,,,,image_caption_selection,,en,0.7297297120094299,,,ViTamin-L2-336,sugar_crepe/swap_att,,1.0,datacomp1b,,ViTamin-L2-336 datacomp1b
,0.6651651859283447,,,,image_caption_selection,,en,0.6651651859283447,,,ViTamin-L-256,sugar_crepe/swap_att,,1.0,datacomp1b,,ViTamin-L-256 datacomp1b
,0.7267267107963562,,,,image_caption_selection,,en,0.7267267107963562,,,ViTamin-L2,sugar_crepe/swap_att,,1.0,datacomp1b,,ViTamin-L2 datacomp1b
,0.6576576828956604,,,,image_caption_selection,,en,0.6576576828956604,,,ViTamin-L-336,sugar_crepe/swap_att,,1.0,datacomp1b,,ViTamin-L-336 datacomp1b
,0.6606606841087341,,,,image_caption_selection,,en,0.6606606841087341,,,ViTamin-L,sugar_crepe/swap_att,,1.0,datacomp1b,,ViTamin-L datacomp1b
,0.6021021008491516,,,,image_caption_selection,,en,0.6021021008491516,,,ViTamin-S,sugar_crepe/swap_att,,1.0,datacomp1b,,ViTamin-S datacomp1b
,0.6381381154060364,,,,image_caption_selection,,en,0.6381381154060364,,,ViTamin-S-LTT,sugar_crepe/swap_att,,1.0,datacomp1b,,ViTamin-S-LTT datacomp1b
,0.7117117047309875,,,,image_caption_selection,,en,0.7117117047309875,,,ViTamin-XL-256,sugar_crepe/swap_att,,1.0,datacomp1b,,ViTamin-XL-256 datacomp1b
,0.7162162065505981,,,,image_caption_selection,,en,0.7162162065505981,,,ViTamin-XL-336,sugar_crepe/swap_att,,1.0,datacomp1b,,ViTamin-XL-336 datacomp1b
,0.707207202911377,,,,image_caption_selection,,en,0.707207202911377,,,ViTamin-XL-384,sugar_crepe/swap_att,,1.0,datacomp1b,,ViTamin-XL-384 datacomp1b
,0.7552552819252014,,,,image_caption_selection,,en,0.7552552819252014,,,ViT-bigG-14-CLIPA-336,sugar_crepe/swap_att,,1.0,datacomp1b,,ViT-bigG-14-CLIPA-336 datacomp1b
,0.7492492198944092,,,,image_caption_selection,,en,0.7492492198944092,,,ViT-bigG-14-CLIPA,sugar_crepe/swap_att,,1.0,datacomp1b,,ViT-bigG-14-CLIPA datacomp1b
,0.6801801919937134,,,,image_caption_selection,,en,0.6801801919937134,,,ViT-H-14-CLIPA-336,sugar_crepe/swap_att,,1.0,datacomp1b,,ViT-H-14-CLIPA-336 datacomp1b
,0.6981981992721558,,,,image_caption_selection,,en,0.6981981992721558,,,ViT-H-14-CLIPA,sugar_crepe/swap_att,,1.0,datacomp1b,,ViT-H-14-CLIPA datacomp1b
,0.6471471190452576,,,,image_caption_selection,,en,0.6471471190452576,,,ViT-L-14-CLIPA-336,sugar_crepe/swap_att,,1.0,datacomp1b,,ViT-L-14-CLIPA-336 datacomp1b
,0.6516516804695129,,,,image_caption_selection,,en,0.6516516804695129,,,ViT-L-14-CLIPA,sugar_crepe/swap_att,,1.0,datacomp1b,,ViT-L-14-CLIPA datacomp1b
,0.7117117047309875,,,,image_caption_selection,,en,0.7117117047309875,,,MobileCLIP-B,sugar_crepe/swap_att,,1.0,datacompdr_lt,,MobileCLIP-B datacompdr_lt
,0.7192192077636719,,,,image_caption_selection,,en,0.7192192077636719,,,MobileCLIP-B,sugar_crepe/swap_att,,1.0,datacompdr,,MobileCLIP-B datacompdr
,0.6321321129798889,,,,image_caption_selection,,en,0.6321321129798889,,,MobileCLIP-S1,sugar_crepe/swap_att,,1.0,datacompdr,,MobileCLIP-S1 datacompdr
,0.6666666865348816,,,,image_caption_selection,,en,0.6666666865348816,,,MobileCLIP-S2,sugar_crepe/swap_att,,1.0,datacompdr,,MobileCLIP-S2 datacompdr
,0.5765765905380249,,,,image_caption_selection,,en,0.5765765905380249,,,ViT-B-16,sugar_crepe/swap_att,,1.0,datacomp_l_s1b_b8k,,ViT-B-16 datacomp_l_s1b_b8k
,0.5840840935707092,,,,image_caption_selection,,en,0.5840840935707092,,,ViT-B-32,sugar_crepe/swap_att,,1.0,datacomp_m_s128m_b4k,,ViT-B-32 datacomp_m_s128m_b4k
,0.6666666865348816,,,,image_caption_selection,,en,0.6666666865348816,,,ViT-B-32-256,sugar_crepe/swap_att,,1.0,datacomp_s34b_b86k,,ViT-B-32-256 datacomp_s34b_b86k
,0.5165165066719055,,,,image_caption_selection,,en,0.5165165066719055,,,ViT-B-32,sugar_crepe/swap_att,,1.0,datacomp_s_s13m_b4k,,ViT-B-32 datacomp_s_s13m_b4k
,0.6441441178321838,,,,image_caption_selection,,en,0.6441441178321838,,,ViT-B-16,sugar_crepe/swap_att,,1.0,datacomp_xl_s13b_b90k,,ViT-B-16 datacomp_xl_s13b_b90k
,0.6606606841087341,,,,image_caption_selection,,en,0.6606606841087341,,,ViT-B-32,sugar_crepe/swap_att,,1.0,datacomp_xl_s13b_b90k,,ViT-B-32 datacomp_xl_s13b_b90k
,0.6681681871414185,,,,image_caption_selection,,en,0.6681681871414185,,,ViT-L-14,sugar_crepe/swap_att,,1.0,datacomp_xl_s13b_b90k,,ViT-L-14 datacomp_xl_s13b_b90k
,0.6756756901741028,,,,image_caption_selection,,en,0.6756756901741028,,,ViT-B-16,sugar_crepe/swap_att,,1.0,dfn2b,,ViT-B-16 dfn2b
,0.7012012004852295,,,,image_caption_selection,,en,0.7012012004852295,,,ViT-L-14-quickgelu,sugar_crepe/swap_att,,1.0,dfn2b,,ViT-L-14-quickgelu dfn2b
,0.7807807922363281,,,,image_caption_selection,,en,0.7807807922363281,,,ViT-H-14-378-quickgelu,sugar_crepe/swap_att,,1.0,dfn5b,,ViT-H-14-378-quickgelu dfn5b
,0.7762762904167175,,,,image_caption_selection,,en,0.7762762904167175,,,ViT-H-14-quickgelu,sugar_crepe/swap_att,,1.0,dfn5b,,ViT-H-14-quickgelu dfn5b
,0.7192192077636719,,,,image_caption_selection,,en,0.7192192077636719,,,xlm-roberta-large-ViT-H-14,sugar_crepe/swap_att,,1.0,frozen_laion5b_s13b_b90k,,xlm-roberta-large-ViT-H-14 frozen_laion5b_s13b_b90k
,0.6801801919937134,,,,image_caption_selection,,en,0.6801801919937134,,,ViT-B-32,sugar_crepe/swap_att,,1.0,laion2b_e16,,ViT-B-32 laion2b_e16
,0.7117117047309875,,,,image_caption_selection,,en,0.7117117047309875,,,roberta-ViT-B-32,sugar_crepe/swap_att,,1.0,laion2b_s12b_b32k,,roberta-ViT-B-32 laion2b_s12b_b32k
,0.7102102041244507,,,,image_caption_selection,,en,0.7102102041244507,,,ViT-g-14,sugar_crepe/swap_att,,1.0,laion2b_s12b_b42k,,ViT-g-14 laion2b_s12b_b42k
,0.6651651859283447,,,,image_caption_selection,,en,0.6651651859283447,,,convnext_base_w,sugar_crepe/swap_att,,1.0,laion2b_s13b_b82k_augreg,,convnext_base_w laion2b_s13b_b82k_augreg
,0.672672688961029,,,,image_caption_selection,,en,0.672672688961029,,,convnext_base_w,sugar_crepe/swap_att,,1.0,laion2b_s13b_b82k,,convnext_base_w laion2b_s13b_b82k
,0.6756756901741028,,,,image_caption_selection,,en,0.6756756901741028,,,coca_ViT-B-32,sugar_crepe/swap_att,,1.0,laion2b_s13b_b90k,,coca_ViT-B-32 laion2b_s13b_b90k
,0.6456456184387207,,,,image_caption_selection,,en,0.6456456184387207,,,coca_ViT-L-14,sugar_crepe/swap_att,,1.0,laion2b_s13b_b90k,,coca_ViT-L-14 laion2b_s13b_b90k
,0.7117117047309875,,,,image_caption_selection,,en,0.7117117047309875,,,convnext_large_d,sugar_crepe/swap_att,,1.0,laion2b_s26b_b102k_augreg,,convnext_large_d laion2b_s26b_b102k_augreg
,0.707207202911377,,,,image_caption_selection,,en,0.707207202911377,,,convnext_large_d_320,sugar_crepe/swap_att,,1.0,laion2b_s29b_b131k_ft,,convnext_large_d_320 laion2b_s29b_b131k_ft
,0.7207207083702087,,,,image_caption_selection,,en,0.7207207083702087,,,convnext_large_d_320,sugar_crepe/swap_att,,1.0,laion2b_s29b_b131k_ft_soup,,convnext_large_d_320 laion2b_s29b_b131k_ft_soup
,0.7327327132225037,,,,image_caption_selection,,en,0.7327327132225037,,,ViT-H-14,sugar_crepe/swap_att,,1.0,laion2b_s32b_b79k,,ViT-H-14 laion2b_s32b_b79k
,0.695195198059082,,,,image_caption_selection,,en,0.695195198059082,,,ViT-L-14,sugar_crepe/swap_att,,1.0,laion2b_s32b_b82k,,ViT-L-14 laion2b_s32b_b82k
,0.6741741895675659,,,,image_caption_selection,,en,0.6741741895675659,,,ViT-B-32,sugar_crepe/swap_att,,1.0,laion2b_s34b_b79k,,ViT-B-32 laion2b_s34b_b79k
,0.7027027010917664,,,,image_caption_selection,,en,0.7027027010917664,,,convnext_xxlarge,sugar_crepe/swap_att,,1.0,laion2b_s34b_b82k_augreg,,convnext_xxlarge laion2b_s34b_b82k_augreg
,0.7192192077636719,,,,image_caption_selection,,en,0.7192192077636719,,,convnext_xxlarge,sugar_crepe/swap_att,,1.0,laion2b_s34b_b82k_augreg_rewind,,convnext_xxlarge laion2b_s34b_b82k_augreg_rewind
,0.717717707157135,,,,image_caption_selection,,en,0.717717707157135,,,convnext_xxlarge,sugar_crepe/swap_att,,1.0,laion2b_s34b_b82k_augreg_soup,,convnext_xxlarge laion2b_s34b_b82k_augreg_soup
,0.6771771907806396,,,,image_caption_selection,,en,0.6771771907806396,,,ViT-B-16,sugar_crepe/swap_att,,1.0,laion2b_s34b_b88k,,ViT-B-16 laion2b_s34b_b88k
,0.7222222089767456,,,,image_caption_selection,,en,0.7222222089767456,,,ViT-g-14,sugar_crepe/swap_att,,1.0,laion2b_s34b_b88k,,ViT-g-14 laion2b_s34b_b88k
,0.7507507801055908,,,,image_caption_selection,,en,0.7507507801055908,,,ViT-bigG-14,sugar_crepe/swap_att,,1.0,laion2b_s39b_b160k,,ViT-bigG-14 laion2b_s39b_b160k
,0.7147147059440613,,,,image_caption_selection,,en,0.7147147059440613,,,EVA02-E-14,sugar_crepe/swap_att,,1.0,laion2b_s4b_b115k,,EVA02-E-14 laion2b_s4b_b115k
,0.740240216255188,,,,image_caption_selection,,en,0.740240216255188,,,EVA02-E-14-plus,sugar_crepe/swap_att,,1.0,laion2b_s9b_b144k,,EVA02-E-14-plus laion2b_s9b_b144k
,0.717717707157135,,,,image_caption_selection,,en,0.717717707157135,,,ViT-H-14-CLIPA-336,sugar_crepe/swap_att,,1.0,laion2b,,ViT-H-14-CLIPA-336 laion2b
,0.6576576828956604,,,,image_caption_selection,,en,0.6576576828956604,,,ViT-B-16,sugar_crepe/swap_att,,1.0,laion400m_e31,,ViT-B-16 laion400m_e31
,0.6681681871414185,,,,image_caption_selection,,en,0.6681681871414185,,,ViT-B-16-plus-240,sugar_crepe/swap_att,,1.0,laion400m_e31,,ViT-B-16-plus-240 laion400m_e31
,0.6831831932067871,,,,image_caption_selection,,en,0.6831831932067871,,,ViT-B-32,sugar_crepe/swap_att,,1.0,laion400m_e31,,ViT-B-32 laion400m_e31
,0.6861861944198608,,,,image_caption_selection,,en,0.6861861944198608,,,ViT-B-32-quickgelu,sugar_crepe/swap_att,,1.0,laion400m_e31,,ViT-B-32-quickgelu laion400m_e31
,0.6741741895675659,,,,image_caption_selection,,en,0.6741741895675659,,,ViT-L-14,sugar_crepe/swap_att,,1.0,laion400m_e31,,ViT-L-14 laion400m_e31
,0.6501501798629761,,,,image_caption_selection,,en,0.6501501798629761,,,ViT-B-16,sugar_crepe/swap_att,,1.0,laion400m_e32,,ViT-B-16 laion400m_e32
,0.6636636853218079,,,,image_caption_selection,,en,0.6636636853218079,,,ViT-B-16-plus-240,sugar_crepe/swap_att,,1.0,laion400m_e32,,ViT-B-16-plus-240 laion400m_e32
,0.6876876950263977,,,,image_caption_selection,,en,0.6876876950263977,,,ViT-B-32,sugar_crepe/swap_att,,1.0,laion400m_e32,,ViT-B-32 laion400m_e32
,0.695195198059082,,,,image_caption_selection,,en,0.695195198059082,,,ViT-B-32-quickgelu,sugar_crepe/swap_att,,1.0,laion400m_e32,,ViT-B-32-quickgelu laion400m_e32
,0.6756756901741028,,,,image_caption_selection,,en,0.6756756901741028,,,ViT-L-14,sugar_crepe/swap_att,,1.0,laion400m_e32,,ViT-L-14 laion400m_e32
,0.6561561822891235,,,,image_caption_selection,,en,0.6561561822891235,,,EVA01-g-14,sugar_crepe/swap_att,,1.0,laion400m_s11b_b41k,,EVA01-g-14 laion400m_s11b_b41k
,0.6246246099472046,,,,image_caption_selection,,en,0.6246246099472046,,,convnext_base,sugar_crepe/swap_att,,1.0,laion400m_s13b_b51k,,convnext_base laion400m_s13b_b51k
,0.6756756901741028,,,,image_caption_selection,,en,0.6756756901741028,,,xlm-roberta-base-ViT-B-32,sugar_crepe/swap_att,,1.0,laion5b_s13b_b90k,,xlm-roberta-base-ViT-B-32 laion5b_s13b_b90k
,0.7132132053375244,,,,image_caption_selection,,en,0.7132132053375244,,,convnext_base_w_320,sugar_crepe/swap_att,,1.0,laion_aesthetic_s13b_b82k_augreg,,convnext_base_w_320 laion_aesthetic_s13b_b82k_augreg
,0.695195198059082,,,,image_caption_selection,,en,0.695195198059082,,,convnext_base_w_320,sugar_crepe/swap_att,,1.0,laion_aesthetic_s13b_b82k,,convnext_base_w_320 laion_aesthetic_s13b_b82k
,0.695195198059082,,,,image_caption_selection,,en,0.695195198059082,,,convnext_base_w,sugar_crepe/swap_att,,1.0,laion_aesthetic_s13b_b82k,,convnext_base_w laion_aesthetic_s13b_b82k
,0.7222222089767456,,,,image_caption_selection,,en,0.7222222089767456,,,EVA01-g-14-plus,sugar_crepe/swap_att,,1.0,merged2b_s11b_b114k,,EVA01-g-14-plus merged2b_s11b_b114k
,0.6411411166191101,,,,image_caption_selection,,en,0.6411411166191101,,,EVA02-L-14,sugar_crepe/swap_att,,1.0,merged2b_s4b_b131k,,EVA02-L-14 merged2b_s4b_b131k
,0.6531531810760498,,,,image_caption_selection,,en,0.6531531810760498,,,EVA02-L-14-336,sugar_crepe/swap_att,,1.0,merged2b_s6b_b61k,,EVA02-L-14-336 merged2b_s6b_b61k
,0.6546546816825867,,,,image_caption_selection,,en,0.6546546816825867,,,EVA02-B-16,sugar_crepe/swap_att,,1.0,merged2b_s8b_b131k,,EVA02-B-16 merged2b_s8b_b131k
,0.6276276111602783,,,,image_caption_selection,,en,0.6276276111602783,,,ViT-B-16-quickgelu,sugar_crepe/swap_att,,1.0,metaclip_400m,,ViT-B-16-quickgelu metaclip_400m
,0.5990990996360779,,,,image_caption_selection,,en,0.5990990996360779,,,ViT-B-32-quickgelu,sugar_crepe/swap_att,,1.0,metaclip_400m,,ViT-B-32-quickgelu metaclip_400m
,0.6531531810760498,,,,image_caption_selection,,en,0.6531531810760498,,,ViT-L-14-quickgelu,sugar_crepe/swap_att,,1.0,metaclip_400m,,ViT-L-14-quickgelu metaclip_400m
,0.6291291117668152,,,,image_caption_selection,,en,0.6291291117668152,,,ViT-B-16-quickgelu,sugar_crepe/swap_att,,1.0,metaclip_fullcc,,ViT-B-16-quickgelu metaclip_fullcc
,0.6636636853218079,,,,image_caption_selection,,en,0.6636636853218079,,,ViT-B-32-quickgelu,sugar_crepe/swap_att,,1.0,metaclip_fullcc,,ViT-B-32-quickgelu metaclip_fullcc
,0.7132132053375244,,,,image_caption_selection,,en,0.7132132053375244,,,ViT-H-14-quickgelu,sugar_crepe/swap_att,,1.0,metaclip_fullcc,,ViT-H-14-quickgelu metaclip_fullcc
,0.672672688961029,,,,image_caption_selection,,en,0.672672688961029,,,ViT-L-14-quickgelu,sugar_crepe/swap_att,,1.0,metaclip_fullcc,,ViT-L-14-quickgelu metaclip_fullcc
,0.6516516804695129,,,,image_caption_selection,,en,0.6516516804695129,,,nllb-clip-base-siglip,sugar_crepe/swap_att,,1.0,mrl,,nllb-clip-base-siglip mrl
,0.6561561822891235,,,,image_caption_selection,,en,0.6561561822891235,,,nllb-clip-large-siglip,sugar_crepe/swap_att,,1.0,mrl,,nllb-clip-large-siglip mrl
,0.47297295928001404,,,,image_caption_selection,,en,0.47297295928001404,,,coca_ViT-B-32,sugar_crepe/swap_att,,1.0,mscoco_finetuned_laion2b_s13b_b90k,,coca_ViT-B-32 mscoco_finetuned_laion2b_s13b_b90k
,0.6696696877479553,,,,image_caption_selection,,en,0.6696696877479553,,,coca_ViT-L-14,sugar_crepe/swap_att,,1.0,mscoco_finetuned_laion2b_s13b_b90k,,coca_ViT-L-14 mscoco_finetuned_laion2b_s13b_b90k
,0.6591591835021973,,,,image_caption_selection,,en,0.6591591835021973,,,RN101,sugar_crepe/swap_att,,1.0,openai,,RN101 openai
,0.6591591835021973,,,,image_caption_selection,,en,0.6591591835021973,,,RN101-quickgelu,sugar_crepe/swap_att,,1.0,openai,,RN101-quickgelu openai
,0.6861861944198608,,,,image_caption_selection,,en,0.6861861944198608,,,RN50,sugar_crepe/swap_att,,1.0,openai,,RN50 openai
,0.6861861944198608,,,,image_caption_selection,,en,0.6861861944198608,,,RN50-quickgelu,sugar_crepe/swap_att,,1.0,openai,,RN50-quickgelu openai
,0.6591591835021973,,,,image_caption_selection,,en,0.6591591835021973,,,RN50x16,sugar_crepe/swap_att,,1.0,openai,,RN50x16 openai
,0.6336336135864258,,,,image_caption_selection,,en,0.6336336135864258,,,RN50x4,sugar_crepe/swap_att,,1.0,openai,,RN50x4 openai
,0.6666666865348816,,,,image_caption_selection,,en,0.6666666865348816,,,RN50x64,sugar_crepe/swap_att,,1.0,openai,,RN50x64 openai
,0.6501501798629761,,,,image_caption_selection,,en,0.6501501798629761,,,ViT-B-16,sugar_crepe/swap_att,,1.0,openai,,ViT-B-16 openai
,0.6396396160125732,,,,image_caption_selection,,en,0.6396396160125732,,,ViT-B-32,sugar_crepe/swap_att,,1.0,openai,,ViT-B-32 openai
,0.6396396160125732,,,,image_caption_selection,,en,0.6396396160125732,,,ViT-B-32-quickgelu,sugar_crepe/swap_att,,1.0,openai,,ViT-B-32-quickgelu openai
,0.6186186075210571,,,,image_caption_selection,,en,0.6186186075210571,,,ViT-L-14-336,sugar_crepe/swap_att,,1.0,openai,,ViT-L-14-336 openai
,0.6261261105537415,,,,image_caption_selection,,en,0.6261261105537415,,,ViT-L-14,sugar_crepe/swap_att,,1.0,openai,,ViT-L-14 openai
,0.6246246099472046,,,,image_caption_selection,,en,0.6246246099472046,,,nllb-clip-base,sugar_crepe/swap_att,,1.0,v1,,nllb-clip-base v1
,0.6441441178321838,,,,image_caption_selection,,en,0.6441441178321838,,,nllb-clip-base-siglip,sugar_crepe/swap_att,,1.0,v1,,nllb-clip-base-siglip v1
,0.6126126050949097,,,,image_caption_selection,,en,0.6126126050949097,,,nllb-clip-large,sugar_crepe/swap_att,,1.0,v1,,nllb-clip-large v1
,0.6531531810760498,,,,image_caption_selection,,en,0.6531531810760498,,,nllb-clip-large-siglip,sugar_crepe/swap_att,,1.0,v1,,nllb-clip-large-siglip v1
,0.7192192077636719,,,,image_caption_selection,,en,0.7192192077636719,,,ViT-B-16-SigLIP-256,sugar_crepe/swap_att,,1.0,webli,,ViT-B-16-SigLIP-256 webli
,0.7297297120094299,,,,image_caption_selection,,en,0.7297297120094299,,,ViT-B-16-SigLIP-384,sugar_crepe/swap_att,,1.0,webli,,ViT-B-16-SigLIP-384 webli
,0.7282282114028931,,,,image_caption_selection,,en,0.7282282114028931,,,ViT-B-16-SigLIP-512,sugar_crepe/swap_att,,1.0,webli,,ViT-B-16-SigLIP-512 webli
,0.7147147059440613,,,,image_caption_selection,,en,0.7147147059440613,,,ViT-B-16-SigLIP,sugar_crepe/swap_att,,1.0,webli,,ViT-B-16-SigLIP webli
,0.7192192077636719,,,,image_caption_selection,,en,0.7192192077636719,,,ViT-B-16-SigLIP-i18n-256,sugar_crepe/swap_att,,1.0,webli,,ViT-B-16-SigLIP-i18n-256 webli
,0.7687687873840332,,,,image_caption_selection,,en,0.7687687873840332,,,ViT-L-16-SigLIP-256,sugar_crepe/swap_att,,1.0,webli,,ViT-L-16-SigLIP-256 webli
,0.7687687873840332,,,,image_caption_selection,,en,0.7687687873840332,,,ViT-L-16-SigLIP-384,sugar_crepe/swap_att,,1.0,webli,,ViT-L-16-SigLIP-384 webli
,0.7792792916297913,,,,image_caption_selection,,en,0.7792792916297913,,,ViT-SO400M-14-SigLIP-384,sugar_crepe/swap_att,,1.0,webli,,ViT-SO400M-14-SigLIP-384 webli
,0.7717717885971069,,,,image_caption_selection,,en,0.7717717885971069,,,ViT-SO400M-14-SigLIP,sugar_crepe/swap_att,,1.0,webli,,ViT-SO400M-14-SigLIP webli
,0.6036036014556885,,,,image_caption_selection,,en,0.6036036014556885,,,RN101,sugar_crepe/swap_att,,1.0,yfcc15m,,RN101 yfcc15m
,0.6081081032752991,,,,image_caption_selection,,en,0.6081081032752991,,,RN101-quickgelu,sugar_crepe/swap_att,,1.0,yfcc15m,,RN101-quickgelu yfcc15m
,0.5735735893249512,,,,image_caption_selection,,en,0.5735735893249512,,,RN50,sugar_crepe/swap_att,,1.0,yfcc15m,,RN50 yfcc15m
,0.5915915966033936,,,,image_caption_selection,,en,0.5915915966033936,,,RN50-quickgelu,sugar_crepe/swap_att,,1.0,yfcc15m,,RN50-quickgelu yfcc15m
,0.6747967600822449,,,,image_caption_selection,,en,0.6747967600822449,,,RN50,sugar_crepe/swap_obj,,1.0,cc12m,,RN50 cc12m
,0.6626016497612,,,,image_caption_selection,,en,0.6626016497612,,,RN50-quickgelu,sugar_crepe/swap_obj,,1.0,cc12m,,RN50-quickgelu cc12m
,0.5609756112098694,,,,image_caption_selection,,en,0.5609756112098694,,,ViT-B-16,sugar_crepe/swap_obj,,1.0,commonpool_l_basic_s1b_b8k,,ViT-B-16 commonpool_l_basic_s1b_b8k
,0.5934959053993225,,,,image_caption_selection,,en,0.5934959053993225,,,ViT-B-16,sugar_crepe/swap_obj,,1.0,commonpool_l_clip_s1b_b8k,,ViT-B-16 commonpool_l_clip_s1b_b8k
,0.565040647983551,,,,image_caption_selection,,en,0.565040647983551,,,ViT-B-16,sugar_crepe/swap_obj,,1.0,commonpool_l_image_s1b_b8k,,ViT-B-16 commonpool_l_image_s1b_b8k
,0.6056910753250122,,,,image_caption_selection,,en,0.6056910753250122,,,ViT-B-16,sugar_crepe/swap_obj,,1.0,commonpool_l_laion_s1b_b8k,,ViT-B-16 commonpool_l_laion_s1b_b8k
,0.6097561120986938,,,,image_caption_selection,,en,0.6097561120986938,,,ViT-B-16,sugar_crepe/swap_obj,,1.0,commonpool_l_s1b_b8k,,ViT-B-16 commonpool_l_s1b_b8k
,0.5569105744361877,,,,image_caption_selection,,en,0.5569105744361877,,,ViT-B-16,sugar_crepe/swap_obj,,1.0,commonpool_l_text_s1b_b8k,,ViT-B-16 commonpool_l_text_s1b_b8k
,0.6178861856460571,,,,image_caption_selection,,en,0.6178861856460571,,,ViT-B-32,sugar_crepe/swap_obj,,1.0,commonpool_m_basic_s128m_b4k,,ViT-B-32 commonpool_m_basic_s128m_b4k
,0.5609756112098694,,,,image_caption_selection,,en,0.5609756112098694,,,ViT-B-32,sugar_crepe/swap_obj,,1.0,commonpool_m_clip_s128m_b4k,,ViT-B-32 commonpool_m_clip_s128m_b4k
,0.5813007950782776,,,,image_caption_selection,,en,0.5813007950782776,,,ViT-B-32,sugar_crepe/swap_obj,,1.0,commonpool_m_image_s128m_b4k,,ViT-B-32 commonpool_m_image_s128m_b4k
,0.5528455376625061,,,,image_caption_selection,,en,0.5528455376625061,,,ViT-B-32,sugar_crepe/swap_obj,,1.0,commonpool_m_laion_s128m_b4k,,ViT-B-32 commonpool_m_laion_s128m_b4k
,0.5447154641151428,,,,image_caption_selection,,en,0.5447154641151428,,,ViT-B-32,sugar_crepe/swap_obj,,1.0,commonpool_m_s128m_b4k,,ViT-B-32 commonpool_m_s128m_b4k
,0.6016260385513306,,,,image_caption_selection,,en,0.6016260385513306,,,ViT-B-32,sugar_crepe/swap_obj,,1.0,commonpool_m_text_s128m_b4k,,ViT-B-32 commonpool_m_text_s128m_b4k
,0.5487805008888245,,,,image_caption_selection,,en,0.5487805008888245,,,ViT-B-32,sugar_crepe/swap_obj,,1.0,commonpool_s_basic_s13m_b4k,,ViT-B-32 commonpool_s_basic_s13m_b4k
,0.565040647983551,,,,image_caption_selection,,en,0.565040647983551,,,ViT-B-32,sugar_crepe/swap_obj,,1.0,commonpool_s_clip_s13m_b4k,,ViT-B-32 commonpool_s_clip_s13m_b4k
,0.49593496322631836,,,,image_caption_selection,,en,0.49593496322631836,,,ViT-B-32,sugar_crepe/swap_obj,,1.0,commonpool_s_image_s13m_b4k,,ViT-B-32 commonpool_s_image_s13m_b4k
,0.5569105744361877,,,,image_caption_selection,,en,0.5569105744361877,,,ViT-B-32,sugar_crepe/swap_obj,,1.0,commonpool_s_laion_s13m_b4k,,ViT-B-32 commonpool_s_laion_s13m_b4k
,0.5406504273414612,,,,image_caption_selection,,en,0.5406504273414612,,,ViT-B-32,sugar_crepe/swap_obj,,1.0,commonpool_s_s13m_b4k,,ViT-B-32 commonpool_s_s13m_b4k
,0.5081300735473633,,,,image_caption_selection,,en,0.5081300735473633,,,ViT-B-32,sugar_crepe/swap_obj,,1.0,commonpool_s_text_s13m_b4k,,ViT-B-32 commonpool_s_text_s13m_b4k
,0.6341463327407837,,,,image_caption_selection,,en,0.6341463327407837,,,ViT-L-14,sugar_crepe/swap_obj,,1.0,commonpool_xl_clip_s13b_b90k,,ViT-L-14 commonpool_xl_clip_s13b_b90k
,0.6626016497612,,,,image_caption_selection,,en,0.6626016497612,,,ViT-L-14,sugar_crepe/swap_obj,,1.0,commonpool_xl_laion_s13b_b90k,,ViT-L-14 commonpool_xl_laion_s13b_b90k
,0.5813007950782776,,,,image_caption_selection,,en,0.5813007950782776,,,ViT-L-14,sugar_crepe/swap_obj,,1.0,commonpool_xl_s13b_b90k,,ViT-L-14 commonpool_xl_s13b_b90k
,0.630081295967102,,,,image_caption_selection,,en,0.630081295967102,,,ViTamin-B,sugar_crepe/swap_obj,,1.0,datacomp1b,,ViTamin-B datacomp1b
,0.6463414430618286,,,,image_caption_selection,,en,0.6463414430618286,,,ViTamin-B-LTT,sugar_crepe/swap_obj,,1.0,datacomp1b,,ViTamin-B-LTT datacomp1b
,0.6016260385513306,,,,image_caption_selection,,en,0.6016260385513306,,,ViTamin-L2-256,sugar_crepe/swap_obj,,1.0,datacomp1b,,ViTamin-L2-256 datacomp1b
,0.5813007950782776,,,,image_caption_selection,,en,0.5813007950782776,,,ViTamin-L2-336,sugar_crepe/swap_obj,,1.0,datacomp1b,,ViTamin-L2-336 datacomp1b
,0.6260162591934204,,,,image_caption_selection,,en,0.6260162591934204,,,ViTamin-L-256,sugar_crepe/swap_obj,,1.0,datacomp1b,,ViTamin-L-256 datacomp1b
,0.5975610017776489,,,,image_caption_selection,,en,0.5975610017776489,,,ViTamin-L2,sugar_crepe/swap_obj,,1.0,datacomp1b,,ViTamin-L2 datacomp1b
,0.630081295967102,,,,image_caption_selection,,en,0.630081295967102,,,ViTamin-L-336,sugar_crepe/swap_obj,,1.0,datacomp1b,,ViTamin-L-336 datacomp1b
,0.6341463327407837,,,,image_caption_selection,,en,0.6341463327407837,,,ViTamin-L,sugar_crepe/swap_obj,,1.0,datacomp1b,,ViTamin-L datacomp1b
,0.5934959053993225,,,,image_caption_selection,,en,0.5934959053993225,,,ViTamin-S,sugar_crepe/swap_obj,,1.0,datacomp1b,,ViTamin-S datacomp1b
,0.5934959053993225,,,,image_caption_selection,,en,0.5934959053993225,,,ViTamin-S-LTT,sugar_crepe/swap_obj,,1.0,datacomp1b,,ViTamin-S-LTT datacomp1b
,0.6463414430618286,,,,image_caption_selection,,en,0.6463414430618286,,,ViTamin-XL-256,sugar_crepe/swap_obj,,1.0,datacomp1b,,ViTamin-XL-256 datacomp1b
,0.6219512224197388,,,,image_caption_selection,,en,0.6219512224197388,,,ViTamin-XL-336,sugar_crepe/swap_obj,,1.0,datacomp1b,,ViTamin-XL-336 datacomp1b
,0.630081295967102,,,,image_caption_selection,,en,0.630081295967102,,,ViTamin-XL-384,sugar_crepe/swap_obj,,1.0,datacomp1b,,ViTamin-XL-384 datacomp1b
,0.6097561120986938,,,,image_caption_selection,,en,0.6097561120986938,,,ViT-bigG-14-CLIPA-336,sugar_crepe/swap_obj,,1.0,datacomp1b,,ViT-bigG-14-CLIPA-336 datacomp1b
,0.6260162591934204,,,,image_caption_selection,,en,0.6260162591934204,,,ViT-bigG-14-CLIPA,sugar_crepe/swap_obj,,1.0,datacomp1b,,ViT-bigG-14-CLIPA datacomp1b
,0.6056910753250122,,,,image_caption_selection,,en,0.6056910753250122,,,ViT-H-14-CLIPA-336,sugar_crepe/swap_obj,,1.0,datacomp1b,,ViT-H-14-CLIPA-336 datacomp1b
,0.6178861856460571,,,,image_caption_selection,,en,0.6178861856460571,,,ViT-H-14-CLIPA,sugar_crepe/swap_obj,,1.0,datacomp1b,,ViT-H-14-CLIPA datacomp1b
,0.6341463327407837,,,,image_caption_selection,,en,0.6341463327407837,,,ViT-L-14-CLIPA-336,sugar_crepe/swap_obj,,1.0,datacomp1b,,ViT-L-14-CLIPA-336 datacomp1b
,0.6219512224197388,,,,image_caption_selection,,en,0.6219512224197388,,,ViT-L-14-CLIPA,sugar_crepe/swap_obj,,1.0,datacomp1b,,ViT-L-14-CLIPA datacomp1b
,0.642276406288147,,,,image_caption_selection,,en,0.642276406288147,,,MobileCLIP-B,sugar_crepe/swap_obj,,1.0,datacompdr_lt,,MobileCLIP-B datacompdr_lt
,0.6504064798355103,,,,image_caption_selection,,en,0.6504064798355103,,,MobileCLIP-B,sugar_crepe/swap_obj,,1.0,datacompdr,,MobileCLIP-B datacompdr
,0.5731707215309143,,,,image_caption_selection,,en,0.5731707215309143,,,MobileCLIP-S1,sugar_crepe/swap_obj,,1.0,datacompdr,,MobileCLIP-S1 datacompdr
,0.6138211488723755,,,,image_caption_selection,,en,0.6138211488723755,,,MobileCLIP-S2,sugar_crepe/swap_obj,,1.0,datacompdr,,MobileCLIP-S2 datacompdr
,0.5609756112098694,,,,image_caption_selection,,en,0.5609756112098694,,,ViT-B-16,sugar_crepe/swap_obj,,1.0,datacomp_l_s1b_b8k,,ViT-B-16 datacomp_l_s1b_b8k
,0.577235758304596,,,,image_caption_selection,,en,0.577235758304596,,,ViT-B-32,sugar_crepe/swap_obj,,1.0,datacomp_m_s128m_b4k,,ViT-B-32 datacomp_m_s128m_b4k
,0.6016260385513306,,,,image_caption_selection,,en,0.6016260385513306,,,ViT-B-32-256,sugar_crepe/swap_obj,,1.0,datacomp_s34b_b86k,,ViT-B-32-256 datacomp_s34b_b86k
,0.49593496322631836,,,,image_caption_selection,,en,0.49593496322631836,,,ViT-B-32,sugar_crepe/swap_obj,,1.0,datacomp_s_s13m_b4k,,ViT-B-32 datacomp_s_s13m_b4k
,0.6544715166091919,,,,image_caption_selection,,en,0.6544715166091919,,,ViT-B-16,sugar_crepe/swap_obj,,1.0,datacomp_xl_s13b_b90k,,ViT-B-16 datacomp_xl_s13b_b90k
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,0.6585366129875183,,,,image_caption_selection,,en,0.6585366129875183,,,ViT-H-14-quickgelu,sugar_crepe/swap_obj,,1.0,dfn5b,,ViT-H-14-quickgelu dfn5b
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,0.6341463327407837,,,,image_caption_selection,,en,0.6341463327407837,,,coca_ViT-L-14,sugar_crepe/swap_obj,,1.0,laion2b_s13b_b90k,,coca_ViT-L-14 laion2b_s13b_b90k
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,0.6219512224197388,,,,image_caption_selection,,en,0.6219512224197388,,,ViT-L-14,sugar_crepe/swap_obj,,1.0,laion2b_s32b_b82k,,ViT-L-14 laion2b_s32b_b82k
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,0.630081295967102,,,,image_caption_selection,,en,0.630081295967102,,,convnext_xxlarge,sugar_crepe/swap_obj,,1.0,laion2b_s34b_b82k_augreg,,convnext_xxlarge laion2b_s34b_b82k_augreg
,0.6260162591934204,,,,image_caption_selection,,en,0.6260162591934204,,,convnext_xxlarge,sugar_crepe/swap_obj,,1.0,laion2b_s34b_b82k_augreg_rewind,,convnext_xxlarge laion2b_s34b_b82k_augreg_rewind
,0.630081295967102,,,,image_caption_selection,,en,0.630081295967102,,,convnext_xxlarge,sugar_crepe/swap_obj,,1.0,laion2b_s34b_b82k_augreg_soup,,convnext_xxlarge laion2b_s34b_b82k_augreg_soup
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,0.642276406288147,,,,image_caption_selection,,en,0.642276406288147,,,ViT-g-14,sugar_crepe/swap_obj,,1.0,laion2b_s34b_b88k,,ViT-g-14 laion2b_s34b_b88k
,0.6178861856460571,,,,image_caption_selection,,en,0.6178861856460571,,,ViT-bigG-14,sugar_crepe/swap_obj,,1.0,laion2b_s39b_b160k,,ViT-bigG-14 laion2b_s39b_b160k
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,0.6178861856460571,,,,image_caption_selection,,en,0.6178861856460571,,,ViT-H-14-CLIPA-336,sugar_crepe/swap_obj,,1.0,laion2b,,ViT-H-14-CLIPA-336 laion2b
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,0.6138211488723755,,,,image_caption_selection,,en,0.6138211488723755,,,ViT-B-16-plus-240,sugar_crepe/swap_obj,,1.0,laion400m_e31,,ViT-B-16-plus-240 laion400m_e31
,0.6666666865348816,,,,image_caption_selection,,en,0.6666666865348816,,,ViT-B-32,sugar_crepe/swap_obj,,1.0,laion400m_e31,,ViT-B-32 laion400m_e31
,0.6178861856460571,,,,image_caption_selection,,en,0.6178861856460571,,,ViT-B-32-quickgelu,sugar_crepe/swap_obj,,1.0,laion400m_e31,,ViT-B-32-quickgelu laion400m_e31
,0.642276406288147,,,,image_caption_selection,,en,0.642276406288147,,,ViT-L-14,sugar_crepe/swap_obj,,1.0,laion400m_e31,,ViT-L-14 laion400m_e31
,0.6544715166091919,,,,image_caption_selection,,en,0.6544715166091919,,,ViT-B-16,sugar_crepe/swap_obj,,1.0,laion400m_e32,,ViT-B-16 laion400m_e32
,0.6178861856460571,,,,image_caption_selection,,en,0.6178861856460571,,,ViT-B-16-plus-240,sugar_crepe/swap_obj,,1.0,laion400m_e32,,ViT-B-16-plus-240 laion400m_e32
,0.6707317233085632,,,,image_caption_selection,,en,0.6707317233085632,,,ViT-B-32,sugar_crepe/swap_obj,,1.0,laion400m_e32,,ViT-B-32 laion400m_e32
,0.6056910753250122,,,,image_caption_selection,,en,0.6056910753250122,,,ViT-B-32-quickgelu,sugar_crepe/swap_obj,,1.0,laion400m_e32,,ViT-B-32-quickgelu laion400m_e32
,0.630081295967102,,,,image_caption_selection,,en,0.630081295967102,,,ViT-L-14,sugar_crepe/swap_obj,,1.0,laion400m_e32,,ViT-L-14 laion400m_e32
,0.6056910753250122,,,,image_caption_selection,,en,0.6056910753250122,,,EVA01-g-14,sugar_crepe/swap_obj,,1.0,laion400m_s11b_b41k,,EVA01-g-14 laion400m_s11b_b41k
,0.6138211488723755,,,,image_caption_selection,,en,0.6138211488723755,,,convnext_base,sugar_crepe/swap_obj,,1.0,laion400m_s13b_b51k,,convnext_base laion400m_s13b_b51k
,0.6341463327407837,,,,image_caption_selection,,en,0.6341463327407837,,,xlm-roberta-base-ViT-B-32,sugar_crepe/swap_obj,,1.0,laion5b_s13b_b90k,,xlm-roberta-base-ViT-B-32 laion5b_s13b_b90k
,0.6260162591934204,,,,image_caption_selection,,en,0.6260162591934204,,,convnext_base_w_320,sugar_crepe/swap_obj,,1.0,laion_aesthetic_s13b_b82k_augreg,,convnext_base_w_320 laion_aesthetic_s13b_b82k_augreg
,0.6991869807243347,,,,image_caption_selection,,en,0.6991869807243347,,,convnext_base_w_320,sugar_crepe/swap_obj,,1.0,laion_aesthetic_s13b_b82k,,convnext_base_w_320 laion_aesthetic_s13b_b82k
,0.6585366129875183,,,,image_caption_selection,,en,0.6585366129875183,,,convnext_base_w,sugar_crepe/swap_obj,,1.0,laion_aesthetic_s13b_b82k,,convnext_base_w laion_aesthetic_s13b_b82k
,0.6585366129875183,,,,image_caption_selection,,en,0.6585366129875183,,,EVA01-g-14-plus,sugar_crepe/swap_obj,,1.0,merged2b_s11b_b114k,,EVA01-g-14-plus merged2b_s11b_b114k
,0.6463414430618286,,,,image_caption_selection,,en,0.6463414430618286,,,EVA02-L-14,sugar_crepe/swap_obj,,1.0,merged2b_s4b_b131k,,EVA02-L-14 merged2b_s4b_b131k
,0.642276406288147,,,,image_caption_selection,,en,0.642276406288147,,,EVA02-L-14-336,sugar_crepe/swap_obj,,1.0,merged2b_s6b_b61k,,EVA02-L-14-336 merged2b_s6b_b61k
,0.6138211488723755,,,,image_caption_selection,,en,0.6138211488723755,,,EVA02-B-16,sugar_crepe/swap_obj,,1.0,merged2b_s8b_b131k,,EVA02-B-16 merged2b_s8b_b131k
,0.5853658318519592,,,,image_caption_selection,,en,0.5853658318519592,,,ViT-B-16-quickgelu,sugar_crepe/swap_obj,,1.0,metaclip_400m,,ViT-B-16-quickgelu metaclip_400m
,0.6016260385513306,,,,image_caption_selection,,en,0.6016260385513306,,,ViT-B-32-quickgelu,sugar_crepe/swap_obj,,1.0,metaclip_400m,,ViT-B-32-quickgelu metaclip_400m
,0.6138211488723755,,,,image_caption_selection,,en,0.6138211488723755,,,ViT-L-14-quickgelu,sugar_crepe/swap_obj,,1.0,metaclip_400m,,ViT-L-14-quickgelu metaclip_400m
,0.5975610017776489,,,,image_caption_selection,,en,0.5975610017776489,,,ViT-B-16-quickgelu,sugar_crepe/swap_obj,,1.0,metaclip_fullcc,,ViT-B-16-quickgelu metaclip_fullcc
,0.5934959053993225,,,,image_caption_selection,,en,0.5934959053993225,,,ViT-B-32-quickgelu,sugar_crepe/swap_obj,,1.0,metaclip_fullcc,,ViT-B-32-quickgelu metaclip_fullcc
,0.6707317233085632,,,,image_caption_selection,,en,0.6707317233085632,,,ViT-H-14-quickgelu,sugar_crepe/swap_obj,,1.0,metaclip_fullcc,,ViT-H-14-quickgelu metaclip_fullcc
,0.6585366129875183,,,,image_caption_selection,,en,0.6585366129875183,,,ViT-L-14-quickgelu,sugar_crepe/swap_obj,,1.0,metaclip_fullcc,,ViT-L-14-quickgelu metaclip_fullcc
,0.630081295967102,,,,image_caption_selection,,en,0.630081295967102,,,nllb-clip-base-siglip,sugar_crepe/swap_obj,,1.0,mrl,,nllb-clip-base-siglip mrl
,0.642276406288147,,,,image_caption_selection,,en,0.642276406288147,,,nllb-clip-large-siglip,sugar_crepe/swap_obj,,1.0,mrl,,nllb-clip-large-siglip mrl
,0.5081300735473633,,,,image_caption_selection,,en,0.5081300735473633,,,coca_ViT-B-32,sugar_crepe/swap_obj,,1.0,mscoco_finetuned_laion2b_s13b_b90k,,coca_ViT-B-32 mscoco_finetuned_laion2b_s13b_b90k
,0.6910569071769714,,,,image_caption_selection,,en,0.6910569071769714,,,coca_ViT-L-14,sugar_crepe/swap_obj,,1.0,mscoco_finetuned_laion2b_s13b_b90k,,coca_ViT-L-14 mscoco_finetuned_laion2b_s13b_b90k
,0.565040647983551,,,,image_caption_selection,,en,0.565040647983551,,,RN101,sugar_crepe/swap_obj,,1.0,openai,,RN101 openai
,0.565040647983551,,,,image_caption_selection,,en,0.565040647983551,,,RN101-quickgelu,sugar_crepe/swap_obj,,1.0,openai,,RN101-quickgelu openai
,0.6138211488723755,,,,image_caption_selection,,en,0.6138211488723755,,,RN50,sugar_crepe/swap_obj,,1.0,openai,,RN50 openai
,0.6138211488723755,,,,image_caption_selection,,en,0.6138211488723755,,,RN50-quickgelu,sugar_crepe/swap_obj,,1.0,openai,,RN50-quickgelu openai
,0.6260162591934204,,,,image_caption_selection,,en,0.6260162591934204,,,RN50x16,sugar_crepe/swap_obj,,1.0,openai,,RN50x16 openai
,0.6544715166091919,,,,image_caption_selection,,en,0.6544715166091919,,,RN50x4,sugar_crepe/swap_obj,,1.0,openai,,RN50x4 openai
,0.6138211488723755,,,,image_caption_selection,,en,0.6138211488723755,,,RN50x64,sugar_crepe/swap_obj,,1.0,openai,,RN50x64 openai
,0.5975610017776489,,,,image_caption_selection,,en,0.5975610017776489,,,ViT-B-16,sugar_crepe/swap_obj,,1.0,openai,,ViT-B-16 openai
,0.6178861856460571,,,,image_caption_selection,,en,0.6178861856460571,,,ViT-B-32,sugar_crepe/swap_obj,,1.0,openai,,ViT-B-32 openai
,0.6178861856460571,,,,image_caption_selection,,en,0.6178861856460571,,,ViT-B-32-quickgelu,sugar_crepe/swap_obj,,1.0,openai,,ViT-B-32-quickgelu openai
,0.642276406288147,,,,image_caption_selection,,en,0.642276406288147,,,ViT-L-14-336,sugar_crepe/swap_obj,,1.0,openai,,ViT-L-14-336 openai
,0.6016260385513306,,,,image_caption_selection,,en,0.6016260385513306,,,ViT-L-14,sugar_crepe/swap_obj,,1.0,openai,,ViT-L-14 openai
,0.6504064798355103,,,,image_caption_selection,,en,0.6504064798355103,,,nllb-clip-base,sugar_crepe/swap_obj,,1.0,v1,,nllb-clip-base v1
,0.6585366129875183,,,,image_caption_selection,,en,0.6585366129875183,,,nllb-clip-base-siglip,sugar_crepe/swap_obj,,1.0,v1,,nllb-clip-base-siglip v1
,0.6260162591934204,,,,image_caption_selection,,en,0.6260162591934204,,,nllb-clip-large,sugar_crepe/swap_obj,,1.0,v1,,nllb-clip-large v1
,0.6219512224197388,,,,image_caption_selection,,en,0.6219512224197388,,,nllb-clip-large-siglip,sugar_crepe/swap_obj,,1.0,v1,,nllb-clip-large-siglip v1
,0.6056910753250122,,,,image_caption_selection,,en,0.6056910753250122,,,ViT-B-16-SigLIP-256,sugar_crepe/swap_obj,,1.0,webli,,ViT-B-16-SigLIP-256 webli
,0.5975610017776489,,,,image_caption_selection,,en,0.5975610017776489,,,ViT-B-16-SigLIP-384,sugar_crepe/swap_obj,,1.0,webli,,ViT-B-16-SigLIP-384 webli
,0.6016260385513306,,,,image_caption_selection,,en,0.6016260385513306,,,ViT-B-16-SigLIP-512,sugar_crepe/swap_obj,,1.0,webli,,ViT-B-16-SigLIP-512 webli
,0.5934959053993225,,,,image_caption_selection,,en,0.5934959053993225,,,ViT-B-16-SigLIP,sugar_crepe/swap_obj,,1.0,webli,,ViT-B-16-SigLIP webli
,0.6747967600822449,,,,image_caption_selection,,en,0.6747967600822449,,,ViT-B-16-SigLIP-i18n-256,sugar_crepe/swap_obj,,1.0,webli,,ViT-B-16-SigLIP-i18n-256 webli
,0.6829268336296082,,,,image_caption_selection,,en,0.6829268336296082,,,ViT-L-16-SigLIP-256,sugar_crepe/swap_obj,,1.0,webli,,ViT-L-16-SigLIP-256 webli
,0.6910569071769714,,,,image_caption_selection,,en,0.6910569071769714,,,ViT-L-16-SigLIP-384,sugar_crepe/swap_obj,,1.0,webli,,ViT-L-16-SigLIP-384 webli
,0.6951219439506531,,,,image_caption_selection,,en,0.6951219439506531,,,ViT-SO400M-14-SigLIP-384,sugar_crepe/swap_obj,,1.0,webli,,ViT-SO400M-14-SigLIP-384 webli
,0.6178861856460571,,,,image_caption_selection,,en,0.6178861856460571,,,ViT-SO400M-14-SigLIP,sugar_crepe/swap_obj,,1.0,webli,,ViT-SO400M-14-SigLIP webli
,0.630081295967102,,,,image_caption_selection,,en,0.630081295967102,,,RN101,sugar_crepe/swap_obj,,1.0,yfcc15m,,RN101 yfcc15m
,0.6178861856460571,,,,image_caption_selection,,en,0.6178861856460571,,,RN101-quickgelu,sugar_crepe/swap_obj,,1.0,yfcc15m,,RN101-quickgelu yfcc15m
,0.6056910753250122,,,,image_caption_selection,,en,0.6056910753250122,,,RN50,sugar_crepe/swap_obj,,1.0,yfcc15m,,RN50 yfcc15m
,0.630081295967102,,,,image_caption_selection,,en,0.630081295967102,,,RN50-quickgelu,sugar_crepe/swap_obj,,1.0,yfcc15m,,RN50-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,0.5110060937694316,,RN50,wds/wds_cars_test,0.1836603241432839,,cc12m,0.18231563238403184,RN50 cc12m
,,,,,zeroshot_classification,,en,,0.518965302823032,,RN50-quickgelu,wds/wds_cars_test,0.18567091156186624,,cc12m,0.1838079840815819,RN50-quickgelu cc12m
,,,,,zeroshot_classification,,en,,0.9761223728391991,,ViT-B-16,wds/wds_cars_test,0.7213442121985258,,commonpool_l_basic_s1b_b8k,0.7209302325581395,ViT-B-16 commonpool_l_basic_s1b_b8k
,,,,,zeroshot_classification,,en,,0.9907971645317747,,ViT-B-16,wds/wds_cars_test,0.8155088128589119,,commonpool_l_clip_s1b_b8k,0.8160676532769556,ViT-B-16 commonpool_l_clip_s1b_b8k
,,,,,zeroshot_classification,,en,,0.9621937569953986,,ViT-B-16,wds/wds_cars_test,0.6611092493666091,,commonpool_l_image_s1b_b8k,0.6628528789951499,ViT-B-16 commonpool_l_image_s1b_b8k
,,,,,zeroshot_classification,,en,,0.9602039547319985,,ViT-B-16,wds/wds_cars_test,0.6743872829604518,,commonpool_l_laion_s1b_b8k,0.6762840442731004,ViT-B-16 commonpool_l_laion_s1b_b8k
,,,,,zeroshot_classification,,en,,0.9383161298345977,,ViT-B-16,wds/wds_cars_test,0.6036944884279776,,commonpool_l_s1b_b8k,0.6056460639223977,ViT-B-16 commonpool_l_s1b_b8k
,,,,,zeroshot_classification,,en,,0.9544832732247233,,ViT-B-16,wds/wds_cars_test,0.6506146636618383,,commonpool_l_text_s1b_b8k,0.653028230319612,ViT-B-16 commonpool_l_text_s1b_b8k
,,,,,zeroshot_classification,,en,,0.6696928242755876,,ViT-B-32,wds/wds_cars_test,0.28821020636029454,,commonpool_m_basic_s128m_b4k,0.28926750404178586,ViT-B-32 commonpool_m_basic_s128m_b4k
,,,,,zeroshot_classification,,en,,0.7960452680014923,,ViT-B-32,wds/wds_cars_test,0.4108452969203289,,commonpool_m_clip_s128m_b4k,0.4131326949384405,ViT-B-32 commonpool_m_clip_s128m_b4k
,,,,,zeroshot_classification,,en,,0.48153214774281805,,ViT-B-32,wds/wds_cars_test,0.15959207639116096,,commonpool_m_image_s128m_b4k,0.15955726899639347,ViT-B-32 commonpool_m_image_s128m_b4k
,,,,,zeroshot_classification,,en,,0.571943788086059,,ViT-B-32,wds/wds_cars_test,0.218144515146988,,commonpool_m_laion_s128m_b4k,0.2192513368983957,ViT-B-32 commonpool_m_laion_s128m_b4k
,,,,,zeroshot_classification,,en,,0.4347717945529163,,ViT-B-32,wds/wds_cars_test,0.13211027976591325,,commonpool_m_s128m_b4k,0.133316751647805,ViT-B-32 commonpool_m_s128m_b4k
,,,,,zeroshot_classification,,en,,0.5355055341375451,,ViT-B-32,wds/wds_cars_test,0.19518128005796026,,commonpool_m_text_s128m_b4k,0.1940057206815073,ViT-B-32 commonpool_m_text_s128m_b4k
,,,,,zeroshot_classification,,en,,0.08108444223355304,,ViT-B-32,wds/wds_cars_test,0.02040871844698541,,commonpool_s_basic_s13m_b4k,0.01977365999253824,ViT-B-32 commonpool_s_basic_s13m_b4k
,,,,,zeroshot_classification,,en,,0.11304564108941674,,ViT-B-32,wds/wds_cars_test,0.02795396799226645,,commonpool_s_clip_s13m_b4k,0.027608506404676034,ViT-B-32 commonpool_s_clip_s13m_b4k
,,,,,zeroshot_classification,,en,,0.0799651784603905,,ViT-B-32,wds/wds_cars_test,0.017517609566218444,,commonpool_s_image_s13m_b4k,0.01703768188036314,ViT-B-32 commonpool_s_image_s13m_b4k
,,,,,zeroshot_classification,,en,,0.06541474940927745,,ViT-B-32,wds/wds_cars_test,0.015477225305023589,,commonpool_s_laion_s13m_b4k,0.015545330182813084,ViT-B-32 commonpool_s_laion_s13m_b4k
,,,,,zeroshot_classification,,en,,0.06479293620196493,,ViT-B-32,wds/wds_cars_test,0.014237907475555978,,commonpool_s_s13m_b4k,0.013928615843800523,ViT-B-32 commonpool_s_s13m_b4k
,,,,,zeroshot_classification,,en,,0.08568585996766571,,ViT-B-32,wds/wds_cars_test,0.021134036208620085,,commonpool_s_text_s13m_b4k,0.02027111055838826,ViT-B-32 commonpool_s_text_s13m_b4k
,,,,,zeroshot_classification,,en,,0.9986320109439124,,ViT-L-14,wds/wds_cars_test,0.9352844487396701,,commonpool_xl_clip_s13b_b90k,0.9345852505907225,ViT-L-14 commonpool_xl_clip_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9978858350951374,,ViT-L-14,wds/wds_cars_test,0.8902934666852717,,commonpool_xl_laion_s13b_b90k,0.8910583260788459,ViT-L-14 commonpool_xl_laion_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9976371098122124,,ViT-L-14,wds/wds_cars_test,0.8931844669537148,,commonpool_xl_s13b_b90k,0.8944161173983335,ViT-L-14 commonpool_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9937818679268747,,ViTamin-B,wds/wds_cars_test,0.8267308060146127,,datacomp1b,0.8276333789329685,ViTamin-B datacomp1b
,,,,,zeroshot_classification,,en,,0.9934087800024872,,ViTamin-B-LTT,wds/wds_cars_test,0.8408405476431237,,datacomp1b,0.8396965551548314,ViTamin-B-LTT datacomp1b
,,,,,zeroshot_classification,,en,,0.9988807362268375,,ViTamin-L2-256,wds/wds_cars_test,0.9452660205231566,,datacomp1b,0.9455291630394229,ViTamin-L2-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.99850764830245,,ViTamin-L2-336,wds/wds_cars_test,0.9488358716538972,,datacomp1b,0.9485138664345231,ViTamin-L2-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9988807362268375,,ViTamin-L-256,wds/wds_cars_test,0.9482260753298485,,datacomp1b,0.948016415868673,ViTamin-L-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.9988807362268375,,ViTamin-L2,wds/wds_cars_test,0.944893024898686,,datacomp1b,0.9447829871906479,ViTamin-L2 datacomp1b
,,,,,zeroshot_classification,,en,,0.9991294615097625,,ViTamin-L-336,wds/wds_cars_test,0.9487002987833255,,datacomp1b,0.9486382290759856,ViTamin-L-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.998756373585375,,ViTamin-L,wds/wds_cars_test,0.9472068132189433,,datacomp1b,0.947518965302823,ViTamin-L datacomp1b
,,,,,zeroshot_classification,,en,,0.9832110434025618,,ViTamin-S,wds/wds_cars_test,0.7653395532264733,,datacomp1b,0.7663225966919537,ViTamin-S datacomp1b
,,,,,zeroshot_classification,,en,,0.9808481532147743,,ViTamin-S-LTT,wds/wds_cars_test,0.7468407354862908,,datacomp1b,0.746673299340878,ViTamin-S-LTT datacomp1b
,,,,,zeroshot_classification,,en,,0.9990050988682999,,ViTamin-XL-256,wds/wds_cars_test,0.950022212170165,,datacomp1b,0.9496331302076856,ViTamin-XL-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.999253824151225,,ViTamin-XL-336,wds/wds_cars_test,0.9511159500966735,,datacomp1b,0.9508767566223106,ViTamin-XL-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9986320109439124,,ViTamin-XL-384,wds/wds_cars_test,0.9481212884452375,,datacomp1b,0.9485138664345231,ViTamin-XL-384 datacomp1b
,,,,,zeroshot_classification,,en,,0.9993781867926875,,ViT-bigG-14-CLIPA-336,wds/wds_cars_test,0.9540412265309248,,datacomp1b,0.9542345479417983,ViT-bigG-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9993781867926875,,ViT-bigG-14-CLIPA,wds/wds_cars_test,0.9557391447339649,,datacomp1b,0.9558512622808109,ViT-bigG-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.998756373585375,,ViT-H-14-CLIPA-336,wds/wds_cars_test,0.9482684137146034,,datacomp1b,0.9483895037930605,ViT-H-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9986320109439124,,ViT-H-14-CLIPA,wds/wds_cars_test,0.9457133283530469,,datacomp1b,0.9456535256808855,ViT-H-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.9986320109439124,,ViT-L-14-CLIPA-336,wds/wds_cars_test,0.9413371608346647,,datacomp1b,0.9403059320979977,ViT-L-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9986320109439124,,ViT-L-14-CLIPA,wds/wds_cars_test,0.9366318405104661,,datacomp1b,0.9366994154955851,ViT-L-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.9961447581146624,,MobileCLIP-B,wds/wds_cars_test,0.8898770616525947,,datacompdr_lt,0.8891928864569083,MobileCLIP-B datacompdr_lt
,,,,,zeroshot_classification,,en,,0.9971396592463624,,MobileCLIP-B,wds/wds_cars_test,0.8874756399534875,,datacompdr,0.8875761721178957,MobileCLIP-B datacompdr
,,,,,zeroshot_classification,,en,,0.9934087800024872,,MobileCLIP-S1,wds/wds_cars_test,0.8500469374191713,,datacompdr,0.8495212038303693,MobileCLIP-S1 datacompdr
,,,,,zeroshot_classification,,en,,0.9953985822658873,,MobileCLIP-S2,wds/wds_cars_test,0.8614214346146155,,datacompdr,0.8615843800522323,MobileCLIP-S2 datacompdr
,,,,,zeroshot_classification,,en,,0.9837084939684119,,ViT-B-16,wds/wds_cars_test,0.7710251042339814,,datacomp_l_s1b_b8k,0.7721676408406914,ViT-B-16 datacomp_l_s1b_b8k
,,,,,zeroshot_classification,,en,,0.6601169008829747,,ViT-B-32,wds/wds_cars_test,0.27775392258895576,,datacomp_m_s128m_b4k,0.28056211913941054,ViT-B-32 datacomp_m_s128m_b4k
,,,,,zeroshot_classification,,en,,0.9965178460390499,,ViT-B-32-256,wds/wds_cars_test,0.8993608146328119,,datacomp_s34b_b86k,0.8991418977739087,ViT-B-32-256 datacomp_s34b_b86k
,,,,,zeroshot_classification,,en,,0.0799651784603905,,ViT-B-32,wds/wds_cars_test,0.017517609566218444,,datacomp_s_s13m_b4k,0.01703768188036314,ViT-B-32 datacomp_s_s13m_b4k
,,,,,zeroshot_classification,,en,,0.9968909339634374,,ViT-B-16,wds/wds_cars_test,0.8881060744358189,,datacomp_xl_s13b_b90k,0.8884467106081333,ViT-B-16 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9912946150976246,,ViT-B-32,wds/wds_cars_test,0.8725767722035962,,datacomp_xl_s13b_b90k,0.8725282925009327,ViT-B-32 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9983832856609874,,ViT-L-14,wds/wds_cars_test,0.9311829872447741,,datacomp_xl_s13b_b90k,0.93048128342246,ViT-L-14 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9967665713219749,,ViT-B-16,wds/wds_cars_test,0.9082472761423898,,dfn2b,0.9074741947518965,ViT-B-16 dfn2b
,,,,,zeroshot_classification,,en,,0.9991294615097625,,ViT-L-14-quickgelu,wds/wds_cars_test,0.9476424651569161,,dfn2b,0.9468971520955105,ViT-L-14-quickgelu dfn2b
,,,,,zeroshot_classification,,en,,0.9993781867926875,,ViT-H-14-378-quickgelu,wds/wds_cars_test,0.9601037764620847,,dfn5b,0.959582141524686,ViT-H-14-378-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,0.9996269120756125,,ViT-H-14-quickgelu,wds/wds_cars_test,0.958007118947673,,dfn5b,0.957592339261286,ViT-H-14-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,0.9986320109439124,,xlm-roberta-large-ViT-H-14,wds/wds_cars_test,0.9368965399586369,,frozen_laion5b_s13b_b90k,0.9362019649297351,xlm-roberta-large-ViT-H-14 frozen_laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9901753513244621,,ViT-B-32,wds/wds_cars_test,0.8441050849585722,,laion2b_e16,0.8429299838328566,ViT-B-32 laion2b_e16
,,,,,zeroshot_classification,,en,,0.9863201094391245,,roberta-ViT-B-32,wds/wds_cars_test,0.83076199155749,,laion2b_s12b_b32k,0.8321104340256187,roberta-ViT-B-32 laion2b_s12b_b32k
,,,,,zeroshot_classification,,en,,0.9982589230195249,,ViT-g-14,wds/wds_cars_test,0.9293432402923508,,laion2b_s12b_b42k,0.9292376570078349,ViT-g-14 laion2b_s12b_b42k
,,,,,zeroshot_classification,,en,,0.9973883845292874,,convnext_base_w,wds/wds_cars_test,0.913551100598704,,laion2b_s13b_b82k_augreg,0.9128217883347842,convnext_base_w laion2b_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.9958960328317373,,convnext_base_w,wds/wds_cars_test,0.8957396563439806,,laion2b_s13b_b82k,0.8957841064544211,convnext_base_w laion2b_s13b_b82k
,,,,,zeroshot_classification,,en,,0.9883099117025246,,coca_ViT-B-32,wds/wds_cars_test,0.8421757101246963,,laion2b_s13b_b90k,0.8415619947767691,coca_ViT-B-32 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.99850764830245,,coca_ViT-L-14,wds/wds_cars_test,0.9281590198064066,,laion2b_s13b_b90k,0.9283671185175973,coca_ViT-L-14 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9982589230195249,,convnext_large_d,wds/wds_cars_test,0.9318434223292071,,laion2b_s26b_b102k_augreg,0.9317249098370849,convnext_large_d laion2b_s26b_b102k_augreg
,,,,,zeroshot_classification,,en,,0.99850764830245,,convnext_large_d_320,wds/wds_cars_test,0.9348793357190391,,laion2b_s29b_b131k_ft,0.9345852505907225,convnext_large_d_320 laion2b_s29b_b131k_ft
,,,,,zeroshot_classification,,en,,0.9983832856609874,,convnext_large_d_320,wds/wds_cars_test,0.9369166909870618,,laion2b_s29b_b131k_ft_soup,0.9368237781370476,convnext_large_d_320 laion2b_s29b_b131k_ft_soup
,,,,,zeroshot_classification,,en,,0.9988807362268375,,ViT-H-14,wds/wds_cars_test,0.9344006329013068,,laion2b_s32b_b79k,0.9335903494590225,ViT-H-14 laion2b_s32b_b79k
,,,,,zeroshot_classification,,en,,0.9976371098122124,,ViT-L-14,wds/wds_cars_test,0.9263921583683549,,laion2b_s32b_b82k,0.9262529536127347,ViT-L-14 laion2b_s32b_b82k
,,,,,zeroshot_classification,,en,,0.9909215271732371,,ViT-B-32,wds/wds_cars_test,0.8612809923197036,,laion2b_s34b_b79k,0.8600920283546822,ViT-B-32 laion2b_s34b_b79k
,,,,,zeroshot_classification,,en,,0.9991294615097625,,convnext_xxlarge,wds/wds_cars_test,0.9400627236549842,,laion2b_s34b_b82k_augreg,0.9401815694565353,convnext_xxlarge laion2b_s34b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.9990050988682999,,convnext_xxlarge,wds/wds_cars_test,0.9407085478535666,,laion2b_s34b_b82k_augreg_rewind,0.9403059320979977,convnext_xxlarge laion2b_s34b_b82k_augreg_rewind
,,,,,zeroshot_classification,,en,,0.9990050988682999,,convnext_xxlarge,wds/wds_cars_test,0.9410971927065425,,laion2b_s34b_b82k_augreg_soup,0.9408033826638478,convnext_xxlarge laion2b_s34b_b82k_augreg_soup
,,,,,zeroshot_classification,,en,,0.9935331426439498,,ViT-B-16,wds/wds_cars_test,0.885104330093434,,laion2b_s34b_b88k,0.8848401940057207,ViT-B-16 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,0.998756373585375,,ViT-g-14,wds/wds_cars_test,0.9392527104237183,,laion2b_s34b_b88k,0.9396841188906853,ViT-g-14 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,0.998756373585375,,ViT-bigG-14,wds/wds_cars_test,0.946538171119327,,laion2b_s39b_b160k,0.946026613605273,ViT-bigG-14 laion2b_s39b_b160k
,,,,,zeroshot_classification,,en,,0.999253824151225,,EVA02-E-14,wds/wds_cars_test,0.9435649860072484,,laion2b_s4b_b115k,0.9439124487004104,EVA02-E-14 laion2b_s4b_b115k
,,,,,zeroshot_classification,,en,,0.998756373585375,,EVA02-E-14-plus,wds/wds_cars_test,0.9456872073275838,,laion2b_s9b_b144k,0.9459022509638104,EVA02-E-14-plus laion2b_s9b_b144k
,,,,,zeroshot_classification,,en,,0.9991294615097625,,ViT-H-14-CLIPA-336,wds/wds_cars_test,0.94726812238325,,laion2b,0.9473946026613606,ViT-H-14-CLIPA-336 laion2b
,,,,,zeroshot_classification,,en,,0.9868175600049746,,ViT-B-16,wds/wds_cars_test,0.8372147628132586,,laion400m_e31,0.8360900385524188,ViT-B-16 laion400m_e31
,,,,,zeroshot_classification,,en,,0.9909215271732371,,ViT-B-16-plus-240,wds/wds_cars_test,0.8453215208119427,,laion400m_e31,0.8455415993035692,ViT-B-16-plus-240 laion400m_e31
,,,,,zeroshot_classification,,en,,0.9689093396343739,,ViT-B-32,wds/wds_cars_test,0.7453277915209441,,laion400m_e31,0.7430667827384654,ViT-B-32 laion400m_e31
,,,,,zeroshot_classification,,en,,0.9784852630269867,,ViT-B-32-quickgelu,wds/wds_cars_test,0.7934183556245227,,laion400m_e31,0.7920656634746922,ViT-B-32-quickgelu laion400m_e31
,,,,,zeroshot_classification,,en,,0.9958960328317373,,ViT-L-14,wds/wds_cars_test,0.8961751119806591,,laion400m_e31,0.8962815570202711,ViT-L-14 laion400m_e31
,,,,,zeroshot_classification,,en,,0.9870662852878995,,ViT-B-16,wds/wds_cars_test,0.8386244329292483,,laion400m_e32,0.8374580276085064,ViT-B-16 laion400m_e32
,,,,,zeroshot_classification,,en,,0.9911702524561622,,ViT-B-16-plus-240,wds/wds_cars_test,0.8448170243394248,,laion400m_e32,0.8447954234547942,ViT-B-16-plus-240 laion400m_e32
,,,,,zeroshot_classification,,en,,0.9690337022758363,,ViT-B-32,wds/wds_cars_test,0.7472824055499118,,laion400m_e32,0.7453053102847904,ViT-B-32 laion400m_e32
,,,,,zeroshot_classification,,en,,0.9792314388757617,,ViT-B-32-quickgelu,wds/wds_cars_test,0.793807931210977,,laion400m_e32,0.7920656634746922,ViT-B-32-quickgelu laion400m_e32
,,,,,zeroshot_classification,,en,,0.9960203954731999,,ViT-L-14,wds/wds_cars_test,0.8960136469121377,,laion400m_e32,0.8961571943788086,ViT-L-14 laion400m_e32
,,,,,zeroshot_classification,,en,,0.9976371098122124,,EVA01-g-14,wds/wds_cars_test,0.9168593130657439,,laion400m_s11b_b41k,0.9172988434274344,EVA01-g-14 laion400m_s11b_b41k
,,,,,zeroshot_classification,,en,,0.987439373212287,,convnext_base,wds/wds_cars_test,0.8414482863417795,,laion400m_s13b_b51k,0.840567093645069,convnext_base laion400m_s13b_b51k
,,,,,zeroshot_classification,,en,,0.9910458898146997,,xlm-roberta-base-ViT-B-32,wds/wds_cars_test,0.8545614875856239,,laion5b_s13b_b90k,0.8554906106205696,xlm-roberta-base-ViT-B-32 laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9960203954731999,,convnext_base_w_320,wds/wds_cars_test,0.8921180320484831,,laion_aesthetic_s13b_b82k_augreg,0.891555776644696,convnext_base_w_320 laion_aesthetic_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.9945280437756497,,convnext_base_w_320,wds/wds_cars_test,0.8827636059028212,,laion_aesthetic_s13b_b82k,0.8819798532520831,convnext_base_w_320 laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,0.9937818679268747,,convnext_base_w,wds/wds_cars_test,0.8666868418028812,,laion_aesthetic_s13b_b82k,0.866185797786345,convnext_base_w laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,0.9983832856609874,,EVA01-g-14-plus,wds/wds_cars_test,0.9079912306910187,,merged2b_s11b_b114k,0.9077229200348216,EVA01-g-14-plus merged2b_s11b_b114k
,,,,,zeroshot_classification,,en,,0.9970152966048998,,EVA02-L-14,wds/wds_cars_test,0.9042602909160754,,merged2b_s4b_b131k,0.9046138539982589,EVA02-L-14 merged2b_s4b_b131k
,,,,,zeroshot_classification,,en,,0.9983832856609874,,EVA02-L-14-336,wds/wds_cars_test,0.9160449727105788,,merged2b_s6b_b61k,0.9163039422957343,EVA02-L-14-336 merged2b_s6b_b61k
,,,,,zeroshot_classification,,en,,0.9844546698171869,,EVA02-B-16,wds/wds_cars_test,0.785486160965435,,merged2b_s8b_b131k,0.7857231687601045,EVA02-B-16 merged2b_s8b_b131k
,,,,,zeroshot_classification,,en,,0.9787339883099117,,ViT-B-16-quickgelu,wds/wds_cars_test,0.7404981934575459,,metaclip_400m,0.7423206068896904,ViT-B-16-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.9639348339758737,,ViT-B-32-quickgelu,wds/wds_cars_test,0.7055180328685016,,metaclip_400m,0.7068772540728765,ViT-B-32-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.9927869667951748,,ViT-L-14-quickgelu,wds/wds_cars_test,0.8469323828843169,,metaclip_400m,0.8477801268498943,ViT-L-14-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.9901753513244621,,ViT-B-16-quickgelu,wds/wds_cars_test,0.8290108504149417,,metaclip_fullcc,0.8293744559134436,ViT-B-16-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.9799776147245367,,ViT-B-32-quickgelu,wds/wds_cars_test,0.7716107771357424,,metaclip_fullcc,0.7734112672553165,ViT-B-32-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.9982589230195249,,ViT-H-14-quickgelu,wds/wds_cars_test,0.8994671383861504,,metaclip_fullcc,0.8990175351324462,ViT-H-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.9981345603780625,,ViT-L-14-quickgelu,wds/wds_cars_test,0.8874032003531706,,metaclip_fullcc,0.8867056336276582,ViT-L-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.8073622683745802,,nllb-clip-base-siglip,wds/wds_cars_test,0.43423171198023036,,mrl,0.4355179704016913,nllb-clip-base-siglip mrl
,,,,,zeroshot_classification,,en,,0.908593458525059,,nllb-clip-large-siglip,wds/wds_cars_test,0.5737338016670179,,mrl,0.573933590349459,nllb-clip-large-siglip mrl
,,,,,zeroshot_classification,,en,,0.028727770177838577,,coca_ViT-B-32,wds/wds_cars_test,0.0055725633341470624,,mscoco_finetuned_laion2b_s13b_b90k,0.005845044148737719,coca_ViT-B-32 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9963934833975874,,coca_ViT-L-14,wds/wds_cars_test,0.8881928042705515,,mscoco_finetuned_laion2b_s13b_b90k,0.8879492600422833,coca_ViT-L-14 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9258798656883472,,RN101,wds/wds_cars_test,0.6128099160777705,,openai,0.6098743937321228,RN101 openai
,,,,,zeroshot_classification,,en,,0.9258798656883472,,RN101-quickgelu,wds/wds_cars_test,0.6128099160777705,,openai,0.6098743937321228,RN101-quickgelu openai
,,,,,zeroshot_classification,,en,,0.8905608755129959,,RN50,wds/wds_cars_test,0.5466258810391754,,openai,0.5444596443228454,RN50 openai
,,,,,zeroshot_classification,,en,,0.8905608755129959,,RN50-quickgelu,wds/wds_cars_test,0.5466258810391754,,openai,0.5444596443228454,RN50-quickgelu openai
,,,,,zeroshot_classification,,en,,0.9686606143514488,,RN50x16,wds/wds_cars_test,0.729557855096501,,openai,0.7278945404800398,RN50x16 openai
,,,,,zeroshot_classification,,en,,0.9513742071881607,,RN50x4,wds/wds_cars_test,0.6699666015156978,,openai,0.6686979231438875,RN50x4 openai
,,,,,zeroshot_classification,,en,,0.9783609003855241,,RN50x64,wds/wds_cars_test,0.7610492867455123,,openai,0.7598557393359034,RN50x64 openai
,,,,,zeroshot_classification,,en,,0.9425444596443229,,ViT-B-16,wds/wds_cars_test,0.6467397210583176,,openai,0.6475562740952617,ViT-B-16 openai
,,,,,zeroshot_classification,,en,,0.9161795796542719,,ViT-B-32,wds/wds_cars_test,0.5971327302179832,,openai,0.5961945031712473,ViT-B-32 openai
,,,,,zeroshot_classification,,en,,0.9161795796542719,,ViT-B-32-quickgelu,wds/wds_cars_test,0.5971327302179832,,openai,0.5961945031712473,ViT-B-32-quickgelu openai
,,,,,zeroshot_classification,,en,,0.986693197363512,,ViT-L-14-336,wds/wds_cars_test,0.7922397570764219,,openai,0.7935580151722422,ViT-L-14-336 openai
,,,,,zeroshot_classification,,en,,0.983957219251337,,ViT-L-14,wds/wds_cars_test,0.7784710141918318,,openai,0.7790075861211292,ViT-L-14 openai
,,,,,zeroshot_classification,,en,,0.5358786220619326,,nllb-clip-base,wds/wds_cars_test,0.19178395520885372,,v1,0.1921402810595697,nllb-clip-base v1
,,,,,zeroshot_classification,,en,,0.8168138291257306,,nllb-clip-base-siglip,wds/wds_cars_test,0.4398530408276573,,v1,0.44086556398457905,nllb-clip-base-siglip v1
,,,,,zeroshot_classification,,en,,0.7964183559258798,,nllb-clip-large,wds/wds_cars_test,0.3904275925314686,,v1,0.3865190896654645,nllb-clip-large v1
,,,,,zeroshot_classification,,en,,0.9154334038054969,,nllb-clip-large-siglip,wds/wds_cars_test,0.5956290396189404,,v1,0.5979355801517224,nllb-clip-large-siglip v1
,,,,,zeroshot_classification,,en,,0.9975127471707499,,ViT-B-16-SigLIP-256,wds/wds_cars_test,0.9113047983428332,,webli,0.9105832607884592,ViT-B-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,0.998756373585375,,ViT-B-16-SigLIP-384,wds/wds_cars_test,0.9253763794823561,,webli,0.9246362392737222,ViT-B-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.9980101977365999,,ViT-B-16-SigLIP-512,wds/wds_cars_test,0.9252658391534904,,webli,0.9250093271981097,ViT-B-16-SigLIP-512 webli
,,,,,zeroshot_classification,,en,,0.9975127471707499,,ViT-B-16-SigLIP,wds/wds_cars_test,0.9087556759687415,,webli,0.9082203706006715,ViT-B-16-SigLIP webli
,,,,,zeroshot_classification,,en,,0.9971396592463624,,ViT-B-16-SigLIP-i18n-256,wds/wds_cars_test,0.8919982424390096,,webli,0.8920532272105459,ViT-B-16-SigLIP-i18n-256 webli
,,,,,zeroshot_classification,,en,,0.9988807362268375,,ViT-L-16-SigLIP-256,wds/wds_cars_test,0.9391634601738598,,webli,0.9384404924760602,ViT-L-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,0.9990050988682999,,ViT-L-16-SigLIP-384,wds/wds_cars_test,0.9497895268260292,,webli,0.9493844049247606,ViT-L-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.9993781867926875,,ViT-SO400M-14-SigLIP-384,wds/wds_cars_test,0.9519537715446917,,webli,0.9521203830369357,ViT-SO400M-14-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.9988807362268375,,ViT-SO400M-14-SigLIP,wds/wds_cars_test,0.903575968329616,,webli,0.9031215023007089,ViT-SO400M-14-SigLIP webli
,,,,,zeroshot_classification,,en,,0.15010570824524314,,RN101,wds/wds_cars_test,0.038517168090031285,,yfcc15m,0.037930605646063924,RN101 yfcc15m
,,,,,zeroshot_classification,,en,,0.15023007088670565,,RN101-quickgelu,wds/wds_cars_test,0.03737479614370978,,yfcc15m,0.0373087924387514,RN101-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,0.14774281805745554,,RN50,wds/wds_cars_test,0.04330894011873673,,yfcc15m,0.04340256187041413,RN50 yfcc15m
,,,,,zeroshot_classification,,en,,0.1416490486257928,,RN50-quickgelu,wds/wds_cars_test,0.04173091451144473,,yfcc15m,0.04103967168262654,RN50-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,0.9423,,RN50,wds/wds_cifar10_test,0.5233000000000001,,cc12m,0.5234,RN50 cc12m
,,,,,zeroshot_classification,,en,,0.9467,,RN50-quickgelu,wds/wds_cifar10_test,0.5399,,cc12m,0.5398,RN50-quickgelu cc12m
,,,,,zeroshot_classification,,en,,0.9926,,ViT-B-16,wds/wds_cifar10_test,0.8291999999999999,,commonpool_l_basic_s1b_b8k,0.8288,ViT-B-16 commonpool_l_basic_s1b_b8k
,,,,,zeroshot_classification,,en,,0.9988,,ViT-B-16,wds/wds_cifar10_test,0.9349999999999998,,commonpool_l_clip_s1b_b8k,0.9349,ViT-B-16 commonpool_l_clip_s1b_b8k
,,,,,zeroshot_classification,,en,,0.9985,,ViT-B-16,wds/wds_cifar10_test,0.9323,,commonpool_l_image_s1b_b8k,0.9321,ViT-B-16 commonpool_l_image_s1b_b8k
,,,,,zeroshot_classification,,en,,0.9989,,ViT-B-16,wds/wds_cifar10_test,0.9299,,commonpool_l_laion_s1b_b8k,0.9299,ViT-B-16 commonpool_l_laion_s1b_b8k
,,,,,zeroshot_classification,,en,,0.9981,,ViT-B-16,wds/wds_cifar10_test,0.9129999999999999,,commonpool_l_s1b_b8k,0.9133,ViT-B-16 commonpool_l_s1b_b8k
,,,,,zeroshot_classification,,en,,0.9996,,ViT-B-16,wds/wds_cifar10_test,0.9389,,commonpool_l_text_s1b_b8k,0.939,ViT-B-16 commonpool_l_text_s1b_b8k
,,,,,zeroshot_classification,,en,,0.9685,,ViT-B-32,wds/wds_cifar10_test,0.6322000000000001,,commonpool_m_basic_s128m_b4k,0.6325,ViT-B-32 commonpool_m_basic_s128m_b4k
,,,,,zeroshot_classification,,en,,0.9937,,ViT-B-32,wds/wds_cifar10_test,0.8408,,commonpool_m_clip_s128m_b4k,0.8405,ViT-B-32 commonpool_m_clip_s128m_b4k
,,,,,zeroshot_classification,,en,,0.9866,,ViT-B-32,wds/wds_cifar10_test,0.7807999999999999,,commonpool_m_image_s128m_b4k,0.7813,ViT-B-32 commonpool_m_image_s128m_b4k
,,,,,zeroshot_classification,,en,,0.9899,,ViT-B-32,wds/wds_cifar10_test,0.7745,,commonpool_m_laion_s128m_b4k,0.7741,ViT-B-32 commonpool_m_laion_s128m_b4k
,,,,,zeroshot_classification,,en,,0.9884,,ViT-B-32,wds/wds_cifar10_test,0.7458,,commonpool_m_s128m_b4k,0.7454,ViT-B-32 commonpool_m_s128m_b4k
,,,,,zeroshot_classification,,en,,0.9924,,ViT-B-32,wds/wds_cifar10_test,0.8162999999999998,,commonpool_m_text_s128m_b4k,0.8164,ViT-B-32 commonpool_m_text_s128m_b4k
,,,,,zeroshot_classification,,en,,0.7617,,ViT-B-32,wds/wds_cifar10_test,0.26639999999999997,,commonpool_s_basic_s13m_b4k,0.2664,ViT-B-32 commonpool_s_basic_s13m_b4k
,,,,,zeroshot_classification,,en,,0.9458,,ViT-B-32,wds/wds_cifar10_test,0.4772,,commonpool_s_clip_s13m_b4k,0.477,ViT-B-32 commonpool_s_clip_s13m_b4k
,,,,,zeroshot_classification,,en,,0.8543,,ViT-B-32,wds/wds_cifar10_test,0.31779999999999997,,commonpool_s_image_s13m_b4k,0.3178,ViT-B-32 commonpool_s_image_s13m_b4k
,,,,,zeroshot_classification,,en,,0.9046,,ViT-B-32,wds/wds_cifar10_test,0.33660000000000007,,commonpool_s_laion_s13m_b4k,0.3365,ViT-B-32 commonpool_s_laion_s13m_b4k
,,,,,zeroshot_classification,,en,,0.8966,,ViT-B-32,wds/wds_cifar10_test,0.40750000000000003,,commonpool_s_s13m_b4k,0.4075,ViT-B-32 commonpool_s_s13m_b4k
,,,,,zeroshot_classification,,en,,0.9305,,ViT-B-32,wds/wds_cifar10_test,0.4683,,commonpool_s_text_s13m_b4k,0.4683,ViT-B-32 commonpool_s_text_s13m_b4k
,,,,,zeroshot_classification,,en,,0.9999,,ViT-L-14,wds/wds_cifar10_test,0.9797,,commonpool_xl_clip_s13b_b90k,0.9797,ViT-L-14 commonpool_xl_clip_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9997,,ViT-L-14,wds/wds_cifar10_test,0.9797,,commonpool_xl_laion_s13b_b90k,0.9796,ViT-L-14 commonpool_xl_laion_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9996,,ViT-L-14,wds/wds_cifar10_test,0.9804,,commonpool_xl_s13b_b90k,0.9803,ViT-L-14 commonpool_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9992,,ViTamin-B,wds/wds_cifar10_test,0.9511,,datacomp1b,0.9509,ViTamin-B datacomp1b
,,,,,zeroshot_classification,,en,,0.9993,,ViTamin-B-LTT,wds/wds_cifar10_test,0.9564,,datacomp1b,0.9565,ViTamin-B-LTT datacomp1b
,,,,,zeroshot_classification,,en,,1.0,,ViTamin-L2-256,wds/wds_cifar10_test,0.9849,,datacomp1b,0.985,ViTamin-L2-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.9999,,ViTamin-L2-336,wds/wds_cifar10_test,0.9841999999999999,,datacomp1b,0.9842,ViTamin-L2-336 datacomp1b
,,,,,zeroshot_classification,,en,,1.0,,ViTamin-L-256,wds/wds_cifar10_test,0.9860999999999999,,datacomp1b,0.986,ViTamin-L-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.9999,,ViTamin-L2,wds/wds_cifar10_test,0.9852000000000001,,datacomp1b,0.9853,ViTamin-L2 datacomp1b
,,,,,zeroshot_classification,,en,,0.9999,,ViTamin-L-336,wds/wds_cifar10_test,0.9857000000000001,,datacomp1b,0.9857,ViTamin-L-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9998,,ViTamin-L,wds/wds_cifar10_test,0.9853999999999999,,datacomp1b,0.9854,ViTamin-L datacomp1b
,,,,,zeroshot_classification,,en,,0.9985,,ViTamin-S,wds/wds_cifar10_test,0.9177,,datacomp1b,0.9181,ViTamin-S datacomp1b
,,,,,zeroshot_classification,,en,,0.9986,,ViTamin-S-LTT,wds/wds_cifar10_test,0.9228,,datacomp1b,0.9227,ViTamin-S-LTT datacomp1b
,,,,,zeroshot_classification,,en,,0.9999,,ViTamin-XL-256,wds/wds_cifar10_test,0.986,,datacomp1b,0.986,ViTamin-XL-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.9999,,ViTamin-XL-336,wds/wds_cifar10_test,0.9873,,datacomp1b,0.9873,ViTamin-XL-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9994,,ViTamin-XL-384,wds/wds_cifar10_test,0.9824999999999999,,datacomp1b,0.9825,ViTamin-XL-384 datacomp1b
,,,,,zeroshot_classification,,en,,0.9999,,ViT-bigG-14-CLIPA-336,wds/wds_cifar10_test,0.9905000000000002,,datacomp1b,0.9905,ViT-bigG-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9999,,ViT-bigG-14-CLIPA,wds/wds_cifar10_test,0.9913000000000001,,datacomp1b,0.9913,ViT-bigG-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,1.0,,ViT-H-14-CLIPA-336,wds/wds_cifar10_test,0.9891,,datacomp1b,0.9891,ViT-H-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9999,,ViT-H-14-CLIPA,wds/wds_cifar10_test,0.9888,,datacomp1b,0.9888,ViT-H-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.9998,,ViT-L-14-CLIPA-336,wds/wds_cifar10_test,0.9863,,datacomp1b,0.9863,ViT-L-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9996,,ViT-L-14-CLIPA,wds/wds_cifar10_test,0.9865999999999999,,datacomp1b,0.9866,ViT-L-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.9998,,MobileCLIP-B,wds/wds_cifar10_test,0.9797999999999998,,datacompdr_lt,0.9796,MobileCLIP-B datacompdr_lt
,,,,,zeroshot_classification,,en,,0.9997,,MobileCLIP-B,wds/wds_cifar10_test,0.9795,,datacompdr,0.9794,MobileCLIP-B datacompdr
,,,,,zeroshot_classification,,en,,0.9989,,MobileCLIP-S1,wds/wds_cifar10_test,0.9503,,datacompdr,0.9502,MobileCLIP-S1 datacompdr
,,,,,zeroshot_classification,,en,,0.9995,,MobileCLIP-S2,wds/wds_cifar10_test,0.9586,,datacompdr,0.9587,MobileCLIP-S2 datacompdr
,,,,,zeroshot_classification,,en,,0.9994,,ViT-B-16,wds/wds_cifar10_test,0.9380000000000001,,datacomp_l_s1b_b8k,0.938,ViT-B-16 datacomp_l_s1b_b8k
,,,,,zeroshot_classification,,en,,0.9927,,ViT-B-32,wds/wds_cifar10_test,0.8253,,datacomp_m_s128m_b4k,0.8252,ViT-B-32 datacomp_m_s128m_b4k
,,,,,zeroshot_classification,,en,,0.9997,,ViT-B-32-256,wds/wds_cifar10_test,0.9652999999999998,,datacomp_s34b_b86k,0.9653,ViT-B-32-256 datacomp_s34b_b86k
,,,,,zeroshot_classification,,en,,0.8543,,ViT-B-32,wds/wds_cifar10_test,0.31779999999999997,,datacomp_s_s13m_b4k,0.3178,ViT-B-32 datacomp_s_s13m_b4k
,,,,,zeroshot_classification,,en,,0.9996,,ViT-B-16,wds/wds_cifar10_test,0.9625,,datacomp_xl_s13b_b90k,0.9625,ViT-B-16 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9997,,ViT-B-32,wds/wds_cifar10_test,0.9560000000000001,,datacomp_xl_s13b_b90k,0.9559,ViT-B-32 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9999,,ViT-L-14,wds/wds_cifar10_test,0.9823000000000001,,datacomp_xl_s13b_b90k,0.9823,ViT-L-14 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9996,,ViT-B-16,wds/wds_cifar10_test,0.9671999999999998,,dfn2b,0.9672,ViT-B-16 dfn2b
,,,,,zeroshot_classification,,en,,0.9998,,ViT-L-14-quickgelu,wds/wds_cifar10_test,0.9834999999999999,,dfn2b,0.9836,ViT-L-14-quickgelu dfn2b
,,,,,zeroshot_classification,,en,,0.9999,,ViT-H-14-378-quickgelu,wds/wds_cifar10_test,0.9880000000000001,,dfn5b,0.9879,ViT-H-14-378-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,0.9999,,ViT-H-14-quickgelu,wds/wds_cifar10_test,0.9877999999999998,,dfn5b,0.9878,ViT-H-14-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,0.999,,xlm-roberta-large-ViT-H-14,wds/wds_cifar10_test,0.9718,,frozen_laion5b_s13b_b90k,0.9719,xlm-roberta-large-ViT-H-14 frozen_laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9991,,ViT-B-32,wds/wds_cifar10_test,0.9401999999999999,,laion2b_e16,0.9403,ViT-B-32 laion2b_e16
,,,,,zeroshot_classification,,en,,0.998,,roberta-ViT-B-32,wds/wds_cifar10_test,0.9327,,laion2b_s12b_b32k,0.9326,roberta-ViT-B-32 laion2b_s12b_b32k
,,,,,zeroshot_classification,,en,,0.9993,,ViT-g-14,wds/wds_cifar10_test,0.9707000000000001,,laion2b_s12b_b42k,0.9707,ViT-g-14 laion2b_s12b_b42k
,,,,,zeroshot_classification,,en,,0.9994,,convnext_base_w,wds/wds_cifar10_test,0.9559999999999998,,laion2b_s13b_b82k_augreg,0.956,convnext_base_w laion2b_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.9979,,convnext_base_w,wds/wds_cifar10_test,0.9385000000000001,,laion2b_s13b_b82k,0.9387,convnext_base_w laion2b_s13b_b82k
,,,,,zeroshot_classification,,en,,0.9983,,coca_ViT-B-32,wds/wds_cifar10_test,0.9389,,laion2b_s13b_b90k,0.939,coca_ViT-B-32 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9994,,coca_ViT-L-14,wds/wds_cifar10_test,0.9717999999999998,,laion2b_s13b_b90k,0.9718,coca_ViT-L-14 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9993,,convnext_large_d,wds/wds_cifar10_test,0.9654,,laion2b_s26b_b102k_augreg,0.9653,convnext_large_d laion2b_s26b_b102k_augreg
,,,,,zeroshot_classification,,en,,0.9995,,convnext_large_d_320,wds/wds_cifar10_test,0.9646000000000001,,laion2b_s29b_b131k_ft,0.9648,convnext_large_d_320 laion2b_s29b_b131k_ft
,,,,,zeroshot_classification,,en,,0.9995,,convnext_large_d_320,wds/wds_cifar10_test,0.9659000000000001,,laion2b_s29b_b131k_ft_soup,0.9657,convnext_large_d_320 laion2b_s29b_b131k_ft_soup
,,,,,zeroshot_classification,,en,,0.9993,,ViT-H-14,wds/wds_cifar10_test,0.9743999999999999,,laion2b_s32b_b79k,0.9745,ViT-H-14 laion2b_s32b_b79k
,,,,,zeroshot_classification,,en,,0.9985,,ViT-L-14,wds/wds_cifar10_test,0.9662999999999998,,laion2b_s32b_b82k,0.9662,ViT-L-14 laion2b_s32b_b82k
,,,,,zeroshot_classification,,en,,0.9981,,ViT-B-32,wds/wds_cifar10_test,0.9357000000000001,,laion2b_s34b_b79k,0.9356,ViT-B-32 laion2b_s34b_b79k
,,,,,zeroshot_classification,,en,,0.9998,,convnext_xxlarge,wds/wds_cifar10_test,0.9815999999999999,,laion2b_s34b_b82k_augreg,0.9816,convnext_xxlarge laion2b_s34b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.9996,,convnext_xxlarge,wds/wds_cifar10_test,0.9822,,laion2b_s34b_b82k_augreg_rewind,0.9822,convnext_xxlarge laion2b_s34b_b82k_augreg_rewind
,,,,,zeroshot_classification,,en,,0.9998,,convnext_xxlarge,wds/wds_cifar10_test,0.9821,,laion2b_s34b_b82k_augreg_soup,0.9821,convnext_xxlarge laion2b_s34b_b82k_augreg_soup
,,,,,zeroshot_classification,,en,,0.9986,,ViT-B-16,wds/wds_cifar10_test,0.9493999999999998,,laion2b_s34b_b88k,0.9494,ViT-B-16 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,0.9998,,ViT-g-14,wds/wds_cifar10_test,0.9814999999999999,,laion2b_s34b_b88k,0.9815,ViT-g-14 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,0.9998,,ViT-bigG-14,wds/wds_cifar10_test,0.9823999999999999,,laion2b_s39b_b160k,0.9824,ViT-bigG-14 laion2b_s39b_b160k
,,,,,zeroshot_classification,,en,,0.9999,,EVA02-E-14,wds/wds_cifar10_test,0.9926,,laion2b_s4b_b115k,0.9926,EVA02-E-14 laion2b_s4b_b115k
,,,,,zeroshot_classification,,en,,0.9998,,EVA02-E-14-plus,wds/wds_cifar10_test,0.9934999999999998,,laion2b_s9b_b144k,0.9934,EVA02-E-14-plus laion2b_s9b_b144k
,,,,,zeroshot_classification,,en,,0.9996,,ViT-H-14-CLIPA-336,wds/wds_cifar10_test,0.9824999999999999,,laion2b,0.9827,ViT-H-14-CLIPA-336 laion2b
,,,,,zeroshot_classification,,en,,0.9971,,ViT-B-16,wds/wds_cifar10_test,0.9170999999999999,,laion400m_e31,0.917,ViT-B-16 laion400m_e31
,,,,,zeroshot_classification,,en,,0.9987,,ViT-B-16-plus-240,wds/wds_cifar10_test,0.9248999999999998,,laion400m_e31,0.9248,ViT-B-16-plus-240 laion400m_e31
,,,,,zeroshot_classification,,en,,0.9964,,ViT-B-32,wds/wds_cifar10_test,0.8827999999999999,,laion400m_e31,0.8826,ViT-B-32 laion400m_e31
,,,,,zeroshot_classification,,en,,0.9978,,ViT-B-32-quickgelu,wds/wds_cifar10_test,0.9059999999999999,,laion400m_e31,0.9059,ViT-B-32-quickgelu laion400m_e31
,,,,,zeroshot_classification,,en,,0.999,,ViT-L-14,wds/wds_cifar10_test,0.9465999999999999,,laion400m_e31,0.9465,ViT-L-14 laion400m_e31
,,,,,zeroshot_classification,,en,,0.9977,,ViT-B-16,wds/wds_cifar10_test,0.9173,,laion400m_e32,0.9174,ViT-B-16 laion400m_e32
,,,,,zeroshot_classification,,en,,0.9988,,ViT-B-16-plus-240,wds/wds_cifar10_test,0.9273,,laion400m_e32,0.9273,ViT-B-16-plus-240 laion400m_e32
,,,,,zeroshot_classification,,en,,0.9968,,ViT-B-32,wds/wds_cifar10_test,0.8844,,laion400m_e32,0.8842,ViT-B-32 laion400m_e32
,,,,,zeroshot_classification,,en,,0.9979,,ViT-B-32-quickgelu,wds/wds_cifar10_test,0.9077,,laion400m_e32,0.9075,ViT-B-32-quickgelu laion400m_e32
,,,,,zeroshot_classification,,en,,0.999,,ViT-L-14,wds/wds_cifar10_test,0.9464999999999998,,laion400m_e32,0.9463,ViT-L-14 laion400m_e32
,,,,,zeroshot_classification,,en,,0.9996,,EVA01-g-14,wds/wds_cifar10_test,0.9827999999999999,,laion400m_s11b_b41k,0.983,EVA01-g-14 laion400m_s11b_b41k
,,,,,zeroshot_classification,,en,,0.9955,,convnext_base,wds/wds_cifar10_test,0.8897,,laion400m_s13b_b51k,0.8899,convnext_base laion400m_s13b_b51k
,,,,,zeroshot_classification,,en,,0.9988,,xlm-roberta-base-ViT-B-32,wds/wds_cifar10_test,0.9366,,laion5b_s13b_b90k,0.9365,xlm-roberta-base-ViT-B-32 laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9945,,convnext_base_w_320,wds/wds_cifar10_test,0.8824,,laion_aesthetic_s13b_b82k_augreg,0.8826,convnext_base_w_320 laion_aesthetic_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.9904,,convnext_base_w_320,wds/wds_cifar10_test,0.8613000000000002,,laion_aesthetic_s13b_b82k,0.8615,convnext_base_w_320 laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,0.99,,convnext_base_w,wds/wds_cifar10_test,0.8309000000000001,,laion_aesthetic_s13b_b82k,0.8311,convnext_base_w laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,1.0,,EVA01-g-14-plus,wds/wds_cifar10_test,0.991,,merged2b_s11b_b114k,0.991,EVA01-g-14-plus merged2b_s11b_b114k
,,,,,zeroshot_classification,,en,,1.0,,EVA02-L-14,wds/wds_cifar10_test,0.9907999999999999,,merged2b_s4b_b131k,0.9908,EVA02-L-14 merged2b_s4b_b131k
,,,,,zeroshot_classification,,en,,1.0,,EVA02-L-14-336,wds/wds_cifar10_test,0.9893000000000001,,merged2b_s6b_b61k,0.9894,EVA02-L-14-336 merged2b_s6b_b61k
,,,,,zeroshot_classification,,en,,0.9999,,EVA02-B-16,wds/wds_cifar10_test,0.9846000000000001,,merged2b_s8b_b131k,0.9846,EVA02-B-16 merged2b_s8b_b131k
,,,,,zeroshot_classification,,en,,0.9962,,ViT-B-16-quickgelu,wds/wds_cifar10_test,0.9017000000000002,,metaclip_400m,0.9015,ViT-B-16-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.9976,,ViT-B-32-quickgelu,wds/wds_cifar10_test,0.9125000000000002,,metaclip_400m,0.9125,ViT-B-32-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.9981,,ViT-L-14-quickgelu,wds/wds_cifar10_test,0.9545999999999999,,metaclip_400m,0.9543,ViT-L-14-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.9994,,ViT-B-16-quickgelu,wds/wds_cifar10_test,0.9574999999999999,,metaclip_fullcc,0.9572,ViT-B-16-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.9988,,ViT-B-32-quickgelu,wds/wds_cifar10_test,0.9520000000000002,,metaclip_fullcc,0.9514,ViT-B-32-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.9996,,ViT-H-14-quickgelu,wds/wds_cifar10_test,0.9802,,metaclip_fullcc,0.9803,ViT-H-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.9993,,ViT-L-14-quickgelu,wds/wds_cifar10_test,0.9758000000000001,,metaclip_fullcc,0.9757,ViT-L-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.9916,,nllb-clip-base-siglip,wds/wds_cifar10_test,0.8907,,mrl,0.8907,nllb-clip-base-siglip mrl
,,,,,zeroshot_classification,,en,,0.9937,,nllb-clip-large-siglip,wds/wds_cifar10_test,0.9270999999999999,,mrl,0.927,nllb-clip-large-siglip mrl
,,,,,zeroshot_classification,,en,,0.6907,,coca_ViT-B-32,wds/wds_cifar10_test,0.2001,,mscoco_finetuned_laion2b_s13b_b90k,0.2004,coca_ViT-B-32 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9992,,coca_ViT-L-14,wds/wds_cifar10_test,0.9627000000000001,,mscoco_finetuned_laion2b_s13b_b90k,0.9626,coca_ViT-L-14 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9887,,RN101,wds/wds_cifar10_test,0.8081999999999999,,openai,0.8076,RN101 openai
,,,,,zeroshot_classification,,en,,0.9887,,RN101-quickgelu,wds/wds_cifar10_test,0.8081999999999999,,openai,0.8076,RN101-quickgelu openai
,,,,,zeroshot_classification,,en,,0.9809,,RN50,wds/wds_cifar10_test,0.7146999999999999,,openai,0.7154,RN50 openai
,,,,,zeroshot_classification,,en,,0.9809,,RN50-quickgelu,wds/wds_cifar10_test,0.7146999999999999,,openai,0.7154,RN50-quickgelu openai
,,,,,zeroshot_classification,,en,,0.98,,RN50x16,wds/wds_cifar10_test,0.8135999999999999,,openai,0.8131,RN50x16 openai
,,,,,zeroshot_classification,,en,,0.9872,,RN50x4,wds/wds_cifar10_test,0.7942,,openai,0.7939,RN50x4 openai
,,,,,zeroshot_classification,,en,,0.9876,,RN50x64,wds/wds_cifar10_test,0.8505,,openai,0.8509,RN50x64 openai
,,,,,zeroshot_classification,,en,,0.9944,,ViT-B-16,wds/wds_cifar10_test,0.908,,openai,0.9078,ViT-B-16 openai
,,,,,zeroshot_classification,,en,,0.996,,ViT-B-32,wds/wds_cifar10_test,0.898,,openai,0.8979,ViT-B-32 openai
,,,,,zeroshot_classification,,en,,0.996,,ViT-B-32-quickgelu,wds/wds_cifar10_test,0.898,,openai,0.8979,ViT-B-32-quickgelu openai
,,,,,zeroshot_classification,,en,,0.996,,ViT-L-14-336,wds/wds_cifar10_test,0.9493000000000003,,openai,0.9491,ViT-L-14-336 openai
,,,,,zeroshot_classification,,en,,0.9963,,ViT-L-14,wds/wds_cifar10_test,0.9561,,openai,0.9559,ViT-L-14 openai
,,,,,zeroshot_classification,,en,,0.9797,,nllb-clip-base,wds/wds_cifar10_test,0.8439,,v1,0.8437,nllb-clip-base v1
,,,,,zeroshot_classification,,en,,0.9761,,nllb-clip-base-siglip,wds/wds_cifar10_test,0.8661,,v1,0.8661,nllb-clip-base-siglip v1
,,,,,zeroshot_classification,,en,,0.9976,,nllb-clip-large,wds/wds_cifar10_test,0.9632999999999999,,v1,0.9634,nllb-clip-large v1
,,,,,zeroshot_classification,,en,,0.9818,,nllb-clip-large-siglip,wds/wds_cifar10_test,0.8708,,v1,0.8707,nllb-clip-large-siglip v1
,,,,,zeroshot_classification,,en,,0.9977,,ViT-B-16-SigLIP-256,wds/wds_cifar10_test,0.9334000000000001,,webli,0.9334,ViT-B-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,0.9975,,ViT-B-16-SigLIP-384,wds/wds_cifar10_test,0.9278000000000001,,webli,0.9279,ViT-B-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.997,,ViT-B-16-SigLIP-512,wds/wds_cifar10_test,0.9263,,webli,0.9264,ViT-B-16-SigLIP-512 webli
,,,,,zeroshot_classification,,en,,0.9965,,ViT-B-16-SigLIP,wds/wds_cifar10_test,0.9235000000000001,,webli,0.9235,ViT-B-16-SigLIP webli
,,,,,zeroshot_classification,,en,,0.9968,,ViT-B-16-SigLIP-i18n-256,wds/wds_cifar10_test,0.9118,,webli,0.9119,ViT-B-16-SigLIP-i18n-256 webli
,,,,,zeroshot_classification,,en,,0.9991,,ViT-L-16-SigLIP-256,wds/wds_cifar10_test,0.962,,webli,0.962,ViT-L-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,0.9987,,ViT-L-16-SigLIP-384,wds/wds_cifar10_test,0.9603999999999999,,webli,0.9604,ViT-L-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.9982,,ViT-SO400M-14-SigLIP-384,wds/wds_cifar10_test,0.9671,,webli,0.9671,ViT-SO400M-14-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.9986,,ViT-SO400M-14-SigLIP,wds/wds_cifar10_test,0.9677000000000001,,webli,0.9677,ViT-SO400M-14-SigLIP webli
,,,,,zeroshot_classification,,en,,0.9238,,RN101,wds/wds_cifar10_test,0.5053,,yfcc15m,0.5053,RN101 yfcc15m
,,,,,zeroshot_classification,,en,,0.9359,,RN101-quickgelu,wds/wds_cifar10_test,0.5304,,yfcc15m,0.5306,RN101-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,0.911,,RN50,wds/wds_cifar10_test,0.495,,yfcc15m,0.4953,RN50 yfcc15m
,,,,,zeroshot_classification,,en,,0.9117,,RN50-quickgelu,wds/wds_cifar10_test,0.49119999999999997,,yfcc15m,0.4916,RN50-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,0.14412322274881517,,RN50,wds/wds_country211_test,0.04222748815165877,,cc12m,0.042180094786729856,RN50 cc12m
,,,,,zeroshot_classification,,en,,0.14824644549763033,,RN50-quickgelu,wds/wds_country211_test,0.04293838862559242,,cc12m,0.042890995260663506,RN50-quickgelu cc12m
,,,,,zeroshot_classification,,en,,0.316303317535545,,ViT-B-16,wds/wds_country211_test,0.11739336492890996,,commonpool_l_basic_s1b_b8k,0.11744075829383886,ViT-B-16 commonpool_l_basic_s1b_b8k
,,,,,zeroshot_classification,,en,,0.34682464454976303,,ViT-B-16,wds/wds_country211_test,0.14156398104265402,,commonpool_l_clip_s1b_b8k,0.14180094786729858,ViT-B-16 commonpool_l_clip_s1b_b8k
,,,,,zeroshot_classification,,en,,0.3318009478672986,,ViT-B-16,wds/wds_country211_test,0.13061611374407583,,commonpool_l_image_s1b_b8k,0.13071090047393366,ViT-B-16 commonpool_l_image_s1b_b8k
,,,,,zeroshot_classification,,en,,0.2946919431279621,,ViT-B-16,wds/wds_country211_test,0.11194312796208533,,commonpool_l_laion_s1b_b8k,0.11165876777251185,ViT-B-16 commonpool_l_laion_s1b_b8k
,,,,,zeroshot_classification,,en,,0.3071090047393365,,ViT-B-16,wds/wds_country211_test,0.11824644549763032,,commonpool_l_s1b_b8k,0.11843601895734597,ViT-B-16 commonpool_l_s1b_b8k
,,,,,zeroshot_classification,,en,,0.27881516587677724,,ViT-B-16,wds/wds_country211_test,0.09976303317535544,,commonpool_l_text_s1b_b8k,0.09947867298578199,ViT-B-16 commonpool_l_text_s1b_b8k
,,,,,zeroshot_classification,,en,,0.13895734597156398,,ViT-B-32,wds/wds_country211_test,0.04232227488151659,,commonpool_m_basic_s128m_b4k,0.042274881516587676,ViT-B-32 commonpool_m_basic_s128m_b4k
,,,,,zeroshot_classification,,en,,0.14545023696682463,,ViT-B-32,wds/wds_country211_test,0.045829383886255924,,commonpool_m_clip_s128m_b4k,0.04611374407582938,ViT-B-32 commonpool_m_clip_s128m_b4k
,,,,,zeroshot_classification,,en,,0.15156398104265403,,ViT-B-32,wds/wds_country211_test,0.04663507109004739,,commonpool_m_image_s128m_b4k,0.04658767772511848,ViT-B-32 commonpool_m_image_s128m_b4k
,,,,,zeroshot_classification,,en,,0.11459715639810426,,ViT-B-32,wds/wds_country211_test,0.034360189573459717,,commonpool_m_laion_s128m_b4k,0.034360189573459717,ViT-B-32 commonpool_m_laion_s128m_b4k
,,,,,zeroshot_classification,,en,,0.12582938388625592,,ViT-B-32,wds/wds_country211_test,0.03630331753554503,,commonpool_m_s128m_b4k,0.03620853080568721,ViT-B-32 commonpool_m_s128m_b4k
,,,,,zeroshot_classification,,en,,0.12161137440758293,,ViT-B-32,wds/wds_country211_test,0.035687203791469196,,commonpool_m_text_s128m_b4k,0.0357345971563981,ViT-B-32 commonpool_m_text_s128m_b4k
,,,,,zeroshot_classification,,en,,0.05156398104265403,,ViT-B-32,wds/wds_country211_test,0.011943127962085309,,commonpool_s_basic_s13m_b4k,0.011990521327014218,ViT-B-32 commonpool_s_basic_s13m_b4k
,,,,,zeroshot_classification,,en,,0.04876777251184834,,ViT-B-32,wds/wds_country211_test,0.011895734597156399,,commonpool_s_clip_s13m_b4k,0.011943127962085309,ViT-B-32 commonpool_s_clip_s13m_b4k
,,,,,zeroshot_classification,,en,,0.042464454976303315,,ViT-B-32,wds/wds_country211_test,0.010947867298578199,,commonpool_s_image_s13m_b4k,0.010995260663507108,ViT-B-32 commonpool_s_image_s13m_b4k
,,,,,zeroshot_classification,,en,,0.04170616113744076,,ViT-B-32,wds/wds_country211_test,0.009810426540284361,,commonpool_s_laion_s13m_b4k,0.00981042654028436,ViT-B-32 commonpool_s_laion_s13m_b4k
,,,,,zeroshot_classification,,en,,0.05018957345971564,,ViT-B-32,wds/wds_country211_test,0.012511848341232227,,commonpool_s_s13m_b4k,0.012559241706161137,ViT-B-32 commonpool_s_s13m_b4k
,,,,,zeroshot_classification,,en,,0.0462085308056872,,ViT-B-32,wds/wds_country211_test,0.012132701421800948,,commonpool_s_text_s13m_b4k,0.012085308056872038,ViT-B-32 commonpool_s_text_s13m_b4k
,,,,,zeroshot_classification,,en,,0.5616113744075829,,ViT-L-14,wds/wds_country211_test,0.2983886255924171,,commonpool_xl_clip_s13b_b90k,0.2981516587677725,ViT-L-14 commonpool_xl_clip_s13b_b90k
,,,,,zeroshot_classification,,en,,0.5012796208530805,,ViT-L-14,wds/wds_country211_test,0.2500473933649289,,commonpool_xl_laion_s13b_b90k,0.2499526066350711,ViT-L-14 commonpool_xl_laion_s13b_b90k
,,,,,zeroshot_classification,,en,,0.5581042654028436,,ViT-L-14,wds/wds_country211_test,0.2961137440758294,,commonpool_xl_s13b_b90k,0.2966350710900474,ViT-L-14 commonpool_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.4134123222748815,,ViTamin-B,wds/wds_country211_test,0.1814691943127962,,datacomp1b,0.1814218009478673,ViTamin-B datacomp1b
,,,,,zeroshot_classification,,en,,0.43691943127962085,,ViTamin-B-LTT,wds/wds_country211_test,0.19886255924170618,,datacomp1b,0.19928909952606635,ViTamin-B-LTT datacomp1b
,,,,,zeroshot_classification,,en,,0.6102369668246446,,ViTamin-L2-256,wds/wds_country211_test,0.3450710900473934,,datacomp1b,0.3453080568720379,ViTamin-L2-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.6281042654028436,,ViTamin-L2-336,wds/wds_country211_test,0.362085308056872,,datacomp1b,0.36251184834123223,ViTamin-L2-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.5993364928909952,,ViTamin-L-256,wds/wds_country211_test,0.3377251184834124,,datacomp1b,0.3377251184834123,ViTamin-L-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.6009478672985782,,ViTamin-L2,wds/wds_country211_test,0.3381516587677725,,datacomp1b,0.33824644549763033,ViTamin-L2 datacomp1b
,,,,,zeroshot_classification,,en,,0.6162085308056872,,ViTamin-L-336,wds/wds_country211_test,0.3538388625592417,,datacomp1b,0.3537914691943128,ViTamin-L-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.587914691943128,,ViTamin-L,wds/wds_country211_test,0.3305687203791469,,datacomp1b,0.33014218009478674,ViTamin-L datacomp1b
,,,,,zeroshot_classification,,en,,0.32118483412322274,,ViTamin-S,wds/wds_country211_test,0.12985781990521328,,datacomp1b,0.13,ViTamin-S datacomp1b
,,,,,zeroshot_classification,,en,,0.35682464454976304,,ViTamin-S-LTT,wds/wds_country211_test,0.15009478672985782,,datacomp1b,0.14962085308056872,ViTamin-S-LTT datacomp1b
,,,,,zeroshot_classification,,en,,0.6238388625592417,,ViTamin-XL-256,wds/wds_country211_test,0.36502369668246437,,datacomp1b,0.3650236966824645,ViTamin-XL-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.6468720379146919,,ViTamin-XL-336,wds/wds_country211_test,0.3843127962085308,,datacomp1b,0.3843127962085308,ViTamin-XL-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.6190521327014218,,ViTamin-XL-384,wds/wds_country211_test,0.3588625592417062,,datacomp1b,0.3590995260663507,ViTamin-XL-384 datacomp1b
,,,,,zeroshot_classification,,en,,0.6734123222748816,,ViT-bigG-14-CLIPA-336,wds/wds_country211_test,0.409478672985782,,datacomp1b,0.4092417061611374,ViT-bigG-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.6554028436018957,,ViT-bigG-14-CLIPA,wds/wds_country211_test,0.3918483412322275,,datacomp1b,0.39213270142180096,ViT-bigG-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.6254028436018957,,ViT-H-14-CLIPA-336,wds/wds_country211_test,0.35521327014218,,datacomp1b,0.35507109004739335,ViT-H-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.6081516587677726,,ViT-H-14-CLIPA,wds/wds_country211_test,0.3397156398104266,,datacomp1b,0.3397156398104265,ViT-H-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.5697630331753555,,ViT-L-14-CLIPA-336,wds/wds_country211_test,0.30658767772511847,,datacomp1b,0.3066824644549763,ViT-L-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.5502369668246445,,ViT-L-14-CLIPA,wds/wds_country211_test,0.29393364928909954,,datacomp1b,0.29393364928909954,ViT-L-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.5103317535545023,,MobileCLIP-B,wds/wds_country211_test,0.25388625592417063,,datacompdr_lt,0.25388625592417063,MobileCLIP-B datacompdr_lt
,,,,,zeroshot_classification,,en,,0.5014218009478673,,MobileCLIP-B,wds/wds_country211_test,0.25298578199052135,,datacompdr,0.2528909952606635,MobileCLIP-B datacompdr
,,,,,zeroshot_classification,,en,,0.3829857819905213,,MobileCLIP-S1,wds/wds_country211_test,0.16815165876777252,,datacompdr,0.16815165876777252,MobileCLIP-S1 datacompdr
,,,,,zeroshot_classification,,en,,0.42260663507109003,,MobileCLIP-S2,wds/wds_country211_test,0.19232227488151657,,datacompdr,0.19218009478672987,MobileCLIP-S2 datacompdr
,,,,,zeroshot_classification,,en,,0.33829383886255926,,ViT-B-16,wds/wds_country211_test,0.14298578199052134,,datacomp_l_s1b_b8k,0.1432227488151659,ViT-B-16 datacomp_l_s1b_b8k
,,,,,zeroshot_classification,,en,,0.14360189573459717,,ViT-B-32,wds/wds_country211_test,0.0452132701421801,,datacomp_m_s128m_b4k,0.04526066350710901,ViT-B-32 datacomp_m_s128m_b4k
,,,,,zeroshot_classification,,en,,0.4246445497630332,,ViT-B-32-256,wds/wds_country211_test,0.1968720379146919,,datacomp_s34b_b86k,0.19654028436018958,ViT-B-32-256 datacomp_s34b_b86k
,,,,,zeroshot_classification,,en,,0.042464454976303315,,ViT-B-32,wds/wds_country211_test,0.010947867298578199,,datacomp_s_s13m_b4k,0.010995260663507108,ViT-B-32 datacomp_s_s13m_b4k
,,,,,zeroshot_classification,,en,,0.45876777251184836,,ViT-B-16,wds/wds_country211_test,0.2212322274881517,,datacomp_xl_s13b_b90k,0.22156398104265404,ViT-B-16 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.38772511848341235,,ViT-B-32,wds/wds_country211_test,0.17559241706161138,,datacomp_xl_s13b_b90k,0.17568720379146918,ViT-B-32 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.5786255924170616,,ViT-L-14,wds/wds_country211_test,0.31545023696682467,,datacomp_xl_s13b_b90k,0.31540284360189574,ViT-L-14 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.4151658767772512,,ViT-B-16,wds/wds_country211_test,0.1958293838862559,,dfn2b,0.19549763033175355,ViT-B-16 dfn2b
,,,,,zeroshot_classification,,en,,0.528957345971564,,ViT-L-14-quickgelu,wds/wds_country211_test,0.28165876777251186,,dfn2b,0.28184834123222746,ViT-L-14-quickgelu dfn2b
,,,,,zeroshot_classification,,en,,0.6266350710900473,,ViT-H-14-378-quickgelu,wds/wds_country211_test,0.37924170616113734,,dfn5b,0.3793838862559242,ViT-H-14-378-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,0.5878672985781991,,ViT-H-14-quickgelu,wds/wds_country211_test,0.3439810426540285,,dfn5b,0.34417061611374405,ViT-H-14-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,0.5703317535545024,,xlm-roberta-large-ViT-H-14,wds/wds_country211_test,0.3166824644549763,,frozen_laion5b_s13b_b90k,0.3167298578199052,xlm-roberta-large-ViT-H-14 frozen_laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.3795260663507109,,ViT-B-32,wds/wds_country211_test,0.1652132701421801,,laion2b_e16,0.16530805687203792,ViT-B-32 laion2b_e16
,,,,,zeroshot_classification,,en,,0.34360189573459715,,roberta-ViT-B-32,wds/wds_country211_test,0.14725118483412322,,laion2b_s12b_b32k,0.1471563981042654,roberta-ViT-B-32 laion2b_s12b_b32k
,,,,,zeroshot_classification,,en,,0.5425118483412322,,ViT-g-14,wds/wds_country211_test,0.2881990521327014,,laion2b_s12b_b42k,0.2881516587677725,ViT-g-14 laion2b_s12b_b42k
,,,,,zeroshot_classification,,en,,0.435260663507109,,convnext_base_w,wds/wds_country211_test,0.20156398104265402,,laion2b_s13b_b82k_augreg,0.20132701421800947,convnext_base_w laion2b_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.4343127962085308,,convnext_base_w,wds/wds_country211_test,0.2023696682464455,,laion2b_s13b_b82k,0.20218009478672985,convnext_base_w laion2b_s13b_b82k
,,,,,zeroshot_classification,,en,,0.345781990521327,,coca_ViT-B-32,wds/wds_country211_test,0.14445497630331755,,laion2b_s13b_b90k,0.1443127962085308,coca_ViT-B-32 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.5069194312796208,,coca_ViT-L-14,wds/wds_country211_test,0.25459715639810426,,laion2b_s13b_b90k,0.2546445497630332,coca_ViT-L-14 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.49981042654028435,,convnext_large_d,wds/wds_country211_test,0.2523696682464455,,laion2b_s26b_b102k_augreg,0.2524170616113744,convnext_large_d laion2b_s26b_b102k_augreg
,,,,,zeroshot_classification,,en,,0.518957345971564,,convnext_large_d_320,wds/wds_country211_test,0.26725118483412325,,laion2b_s29b_b131k_ft,0.2672985781990521,convnext_large_d_320 laion2b_s29b_b131k_ft
,,,,,zeroshot_classification,,en,,0.5189099526066351,,convnext_large_d_320,wds/wds_country211_test,0.2651658767772512,,laion2b_s29b_b131k_ft_soup,0.2653080568720379,convnext_large_d_320 laion2b_s29b_b131k_ft_soup
,,,,,zeroshot_classification,,en,,0.5575829383886256,,ViT-H-14,wds/wds_country211_test,0.29824644549763035,,laion2b_s32b_b79k,0.2984834123222749,ViT-H-14 laion2b_s32b_b79k
,,,,,zeroshot_classification,,en,,0.5154976303317536,,ViT-L-14,wds/wds_country211_test,0.2624170616113744,,laion2b_s32b_b82k,0.2627488151658768,ViT-L-14 laion2b_s32b_b82k
,,,,,zeroshot_classification,,en,,0.38341232227488153,,ViT-B-32,wds/wds_country211_test,0.16682464454976303,,laion2b_s34b_b79k,0.16663507109004738,ViT-B-32 laion2b_s34b_b79k
,,,,,zeroshot_classification,,en,,0.5709952606635071,,convnext_xxlarge,wds/wds_country211_test,0.3123222748815166,,laion2b_s34b_b82k_augreg,0.31270142180094784,convnext_xxlarge laion2b_s34b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.5758293838862559,,convnext_xxlarge,wds/wds_country211_test,0.31554502369668247,,laion2b_s34b_b82k_augreg_rewind,0.315781990521327,convnext_xxlarge laion2b_s34b_b82k_augreg_rewind
,,,,,zeroshot_classification,,en,,0.5762559241706161,,convnext_xxlarge,wds/wds_country211_test,0.31720379146919436,,laion2b_s34b_b82k_augreg_soup,0.31691943127962086,convnext_xxlarge laion2b_s34b_b82k_augreg_soup
,,,,,zeroshot_classification,,en,,0.4358293838862559,,ViT-B-16,wds/wds_country211_test,0.2028909952606635,,laion2b_s34b_b88k,0.2028436018957346,ViT-B-16 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,0.5558293838862559,,ViT-g-14,wds/wds_country211_test,0.3086729857819905,,laion2b_s34b_b88k,0.3085781990521327,ViT-g-14 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,0.5872511848341232,,ViT-bigG-14,wds/wds_country211_test,0.3375829383886255,,laion2b_s39b_b160k,0.3375355450236967,ViT-bigG-14 laion2b_s39b_b160k
,,,,,zeroshot_classification,,en,,0.6158767772511848,,EVA02-E-14,wds/wds_country211_test,0.3476777251184835,,laion2b_s4b_b115k,0.34767772511848344,EVA02-E-14 laion2b_s4b_b115k
,,,,,zeroshot_classification,,en,,0.6219431279620853,,EVA02-E-14-plus,wds/wds_country211_test,0.35635071090047393,,laion2b_s9b_b144k,0.35649289099526066,EVA02-E-14-plus laion2b_s9b_b144k
,,,,,zeroshot_classification,,en,,0.5783886255924171,,ViT-H-14-CLIPA-336,wds/wds_country211_test,0.31104265402843606,,laion2b,0.31113744075829386,ViT-H-14-CLIPA-336 laion2b
,,,,,zeroshot_classification,,en,,0.4001895734597156,,ViT-B-16,wds/wds_country211_test,0.180521327014218,,laion400m_e31,0.18056872037914692,ViT-B-16 laion400m_e31
,,,,,zeroshot_classification,,en,,0.4143127962085308,,ViT-B-16-plus-240,wds/wds_country211_test,0.18838862559241706,,laion400m_e31,0.1885781990521327,ViT-B-16-plus-240 laion400m_e31
,,,,,zeroshot_classification,,en,,0.32293838862559243,,ViT-B-32,wds/wds_country211_test,0.13559241706161138,,laion400m_e31,0.13554502369668248,ViT-B-32 laion400m_e31
,,,,,zeroshot_classification,,en,,0.35033175355450236,,ViT-B-32-quickgelu,wds/wds_country211_test,0.14777251184834123,,laion400m_e31,0.14777251184834123,ViT-B-32-quickgelu laion400m_e31
,,,,,zeroshot_classification,,en,,0.4685308056872038,,ViT-L-14,wds/wds_country211_test,0.2290047393364929,,laion400m_e31,0.22886255924170615,ViT-L-14 laion400m_e31
,,,,,zeroshot_classification,,en,,0.40232227488151656,,ViT-B-16,wds/wds_country211_test,0.18123222748815163,,laion400m_e32,0.18118483412322275,ViT-B-16 laion400m_e32
,,,,,zeroshot_classification,,en,,0.4161611374407583,,ViT-B-16-plus-240,wds/wds_country211_test,0.1893838862559242,,laion400m_e32,0.18943127962085307,ViT-B-16-plus-240 laion400m_e32
,,,,,zeroshot_classification,,en,,0.32312796208530803,,ViT-B-32,wds/wds_country211_test,0.135260663507109,,laion400m_e32,0.13483412322274882,ViT-B-32 laion400m_e32
,,,,,zeroshot_classification,,en,,0.3509004739336493,,ViT-B-32-quickgelu,wds/wds_country211_test,0.14729857819905212,,laion400m_e32,0.14744075829383887,ViT-B-32-quickgelu laion400m_e32
,,,,,zeroshot_classification,,en,,0.47071090047393366,,ViT-L-14,wds/wds_country211_test,0.2304739336492891,,laion400m_e32,0.2303791469194313,ViT-L-14 laion400m_e32
,,,,,zeroshot_classification,,en,,0.5539336492890995,,EVA01-g-14,wds/wds_country211_test,0.2860663507109005,,laion400m_s11b_b41k,0.2862085308056872,EVA01-g-14 laion400m_s11b_b41k
,,,,,zeroshot_classification,,en,,0.38943127962085305,,convnext_base,wds/wds_country211_test,0.1698104265402844,,laion400m_s13b_b51k,0.16976303317535546,convnext_base laion400m_s13b_b51k
,,,,,zeroshot_classification,,en,,0.41222748815165877,,xlm-roberta-base-ViT-B-32,wds/wds_country211_test,0.18966824644549765,,laion5b_s13b_b90k,0.18976303317535545,xlm-roberta-base-ViT-B-32 laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.4623696682464455,,convnext_base_w_320,wds/wds_country211_test,0.22388625592417066,,laion_aesthetic_s13b_b82k_augreg,0.2237914691943128,convnext_base_w_320 laion_aesthetic_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.464739336492891,,convnext_base_w_320,wds/wds_country211_test,0.22364928909952608,,laion_aesthetic_s13b_b82k,0.22327014218009478,convnext_base_w_320 laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,0.45540284360189576,,convnext_base_w,wds/wds_country211_test,0.2224644549763033,,laion_aesthetic_s13b_b82k,0.22298578199052133,convnext_base_w laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,0.5838862559241706,,EVA01-g-14-plus,wds/wds_country211_test,0.3083886255924171,,merged2b_s11b_b114k,0.3084834123222749,EVA01-g-14-plus merged2b_s11b_b114k
,,,,,zeroshot_classification,,en,,0.5802843601895734,,EVA02-L-14,wds/wds_country211_test,0.30872037914691935,,merged2b_s4b_b131k,0.30867298578199054,EVA02-L-14 merged2b_s4b_b131k
,,,,,zeroshot_classification,,en,,0.6150236966824645,,EVA02-L-14-336,wds/wds_country211_test,0.3356872037914691,,merged2b_s6b_b61k,0.3358767772511848,EVA02-L-14-336 merged2b_s6b_b61k
,,,,,zeroshot_classification,,en,,0.46601895734597154,,EVA02-B-16,wds/wds_country211_test,0.2133649289099526,,merged2b_s8b_b131k,0.2133649289099526,EVA02-B-16 merged2b_s8b_b131k
,,,,,zeroshot_classification,,en,,0.46919431279620855,,ViT-B-16-quickgelu,wds/wds_country211_test,0.22563981042654027,,metaclip_400m,0.22606635071090048,ViT-B-16-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.39127962085308055,,ViT-B-32-quickgelu,wds/wds_country211_test,0.17118483412322277,,metaclip_400m,0.17127962085308057,ViT-B-32-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.5681990521327014,,ViT-L-14-quickgelu,wds/wds_country211_test,0.3087677725118484,,metaclip_400m,0.3085308056872038,ViT-L-14-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.47104265402843604,,ViT-B-16-quickgelu,wds/wds_country211_test,0.22687203791469196,,metaclip_fullcc,0.22696682464454976,ViT-B-16-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.4000947867298578,,ViT-B-32-quickgelu,wds/wds_country211_test,0.17663507109004736,,metaclip_fullcc,0.17649289099526067,ViT-B-32-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.6302369668246446,,ViT-H-14-quickgelu,wds/wds_country211_test,0.371090047393365,,metaclip_fullcc,0.37161137440758296,ViT-H-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.6064928909952607,,ViT-L-14-quickgelu,wds/wds_country211_test,0.3395260663507109,,metaclip_fullcc,0.3393838862559242,ViT-L-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.14170616113744075,,nllb-clip-base-siglip,wds/wds_country211_test,0.04274881516587679,,mrl,0.04274881516587678,nllb-clip-base-siglip mrl
,,,,,zeroshot_classification,,en,,0.21018957345971565,,nllb-clip-large-siglip,wds/wds_country211_test,0.07919431279620853,,mrl,0.07914691943127962,nllb-clip-large-siglip mrl
,,,,,zeroshot_classification,,en,,0.025545023696682465,,coca_ViT-B-32,wds/wds_country211_test,0.004691943127962086,,mscoco_finetuned_laion2b_s13b_b90k,0.004691943127962085,coca_ViT-B-32 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.3949763033175355,,coca_ViT-L-14,wds/wds_country211_test,0.18061611374407582,,mscoco_finetuned_laion2b_s13b_b90k,0.18066350710900475,coca_ViT-L-14 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.3938862559241706,,RN101,wds/wds_country211_test,0.16938388625592418,,openai,0.16995260663507109,RN101 openai
,,,,,zeroshot_classification,,en,,0.3938862559241706,,RN101-quickgelu,wds/wds_country211_test,0.16938388625592418,,openai,0.16995260663507109,RN101-quickgelu openai
,,,,,zeroshot_classification,,en,,0.37156398104265403,,RN50,wds/wds_country211_test,0.1543127962085308,,openai,0.15450236966824646,RN50 openai
,,,,,zeroshot_classification,,en,,0.37156398104265403,,RN50-quickgelu,wds/wds_country211_test,0.1543127962085308,,openai,0.15450236966824646,RN50-quickgelu openai
,,,,,zeroshot_classification,,en,,0.4987203791469194,,RN50x16,wds/wds_country211_test,0.24341232227488152,,openai,0.2433649289099526,RN50x16 openai
,,,,,zeroshot_classification,,en,,0.4434597156398104,,RN50x4,wds/wds_country211_test,0.20426540284360187,,openai,0.20388625592417062,RN50x4 openai
,,,,,zeroshot_classification,,en,,0.5686255924170616,,RN50x64,wds/wds_country211_test,0.2979620853080569,,openai,0.2976777251184834,RN50x64 openai
,,,,,zeroshot_classification,,en,,0.4854976303317535,,ViT-B-16,wds/wds_country211_test,0.228436018957346,,openai,0.22848341232227487,ViT-B-16 openai
,,,,,zeroshot_classification,,en,,0.40440758293838863,,ViT-B-32,wds/wds_country211_test,0.17218009478672985,,openai,0.17227488151658768,ViT-B-32 openai
,,,,,zeroshot_classification,,en,,0.40440758293838863,,ViT-B-32-quickgelu,wds/wds_country211_test,0.17218009478672985,,openai,0.17227488151658768,ViT-B-32-quickgelu openai
,,,,,zeroshot_classification,,en,,0.6235545023696683,,ViT-L-14-336,wds/wds_country211_test,0.3450710900473934,,openai,0.3449289099526066,ViT-L-14-336 openai
,,,,,zeroshot_classification,,en,,0.5940758293838863,,ViT-L-14,wds/wds_country211_test,0.3188151658767773,,openai,0.3188151658767773,ViT-L-14 openai
,,,,,zeroshot_classification,,en,,0.10796208530805687,,nllb-clip-base,wds/wds_country211_test,0.03132701421800948,,v1,0.03123222748815166,nllb-clip-base v1
,,,,,zeroshot_classification,,en,,0.15725118483412323,,nllb-clip-base-siglip,wds/wds_country211_test,0.04720379146919432,,v1,0.04720379146919431,nllb-clip-base-siglip v1
,,,,,zeroshot_classification,,en,,0.2047867298578199,,nllb-clip-large,wds/wds_country211_test,0.0690995260663507,,v1,0.06914691943127962,nllb-clip-large v1
,,,,,zeroshot_classification,,en,,0.24308056872037914,,nllb-clip-large-siglip,wds/wds_country211_test,0.09540284360189573,,v1,0.09554502369668247,nllb-clip-large-siglip v1
,,,,,zeroshot_classification,,en,,0.36796208530805685,,ViT-B-16-SigLIP-256,wds/wds_country211_test,0.15838862559241706,,webli,0.15829383886255924,ViT-B-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,0.404218009478673,,ViT-B-16-SigLIP-384,wds/wds_country211_test,0.185781990521327,,webli,0.18592417061611374,ViT-B-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.4195734597156398,,ViT-B-16-SigLIP-512,wds/wds_country211_test,0.19308056872037915,,webli,0.19303317535545023,ViT-B-16-SigLIP-512 webli
,,,,,zeroshot_classification,,en,,0.3590995260663507,,ViT-B-16-SigLIP,wds/wds_country211_test,0.15943127962085307,,webli,0.15938388625592417,ViT-B-16-SigLIP webli
,,,,,zeroshot_classification,,en,,0.3674407582938389,,ViT-B-16-SigLIP-i18n-256,wds/wds_country211_test,0.15924170616113748,,webli,0.15919431279620852,ViT-B-16-SigLIP-i18n-256 webli
,,,,,zeroshot_classification,,en,,0.44606635071090045,,ViT-L-16-SigLIP-256,wds/wds_country211_test,0.21402843601895732,,webli,0.21402843601895735,ViT-L-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,0.4854976303317535,,ViT-L-16-SigLIP-384,wds/wds_country211_test,0.24687203791469195,,webli,0.24696682464454978,ViT-L-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.6177251184834123,,ViT-SO400M-14-SigLIP-384,wds/wds_country211_test,0.36459715639810425,,webli,0.36450236966824645,ViT-SO400M-14-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.566824644549763,,ViT-SO400M-14-SigLIP,wds/wds_country211_test,0.32421800947867296,,webli,0.3244075829383886,ViT-SO400M-14-SigLIP webli
,,,,,zeroshot_classification,,en,,0.20545023696682466,,RN101,wds/wds_country211_test,0.06990521327014218,,yfcc15m,0.06985781990521327,RN101 yfcc15m
,,,,,zeroshot_classification,,en,,0.20075829383886257,,RN101-quickgelu,wds/wds_country211_test,0.0680568720379147,,yfcc15m,0.0681042654028436,RN101-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,0.19037914691943128,,RN50,wds/wds_country211_test,0.06421800947867298,,yfcc15m,0.06407582938388626,RN50 yfcc15m
,,,,,zeroshot_classification,,en,,0.19009478672985783,,RN50-quickgelu,wds/wds_country211_test,0.06355450236966825,,yfcc15m,0.06369668246445498,RN50-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,0.6588638310019983,,RN50,wds/wds_dollar_street_test,0.4349895847499066,,cc12m,0.39366257493576934,RN50 cc12m
,,,,,zeroshot_classification,,en,,0.6605766485869254,,RN50-quickgelu,wds/wds_dollar_street_test,0.4361407472069633,,cc12m,0.3959463317156723,RN50-quickgelu cc12m
,,,,,zeroshot_classification,,en,,0.7279474735940622,,ViT-B-16,wds/wds_dollar_street_test,0.5113471150894054,,commonpool_l_basic_s1b_b8k,0.47901798458464173,ViT-B-16 commonpool_l_basic_s1b_b8k
,,,,,zeroshot_classification,,en,,0.7516414501855553,,ViT-B-16,wds/wds_dollar_street_test,0.5333961887702884,,commonpool_l_clip_s1b_b8k,0.49643163003140167,ViT-B-16 commonpool_l_clip_s1b_b8k
,,,,,zeroshot_classification,,en,,0.7510705109905795,,ViT-B-16,wds/wds_dollar_street_test,0.5175064237760505,,commonpool_l_image_s1b_b8k,0.48586925492435057,ViT-B-16 commonpool_l_image_s1b_b8k
,,,,,zeroshot_classification,,en,,0.7345132743362832,,ViT-B-16,wds/wds_dollar_street_test,0.5143523617056802,,commonpool_l_laion_s1b_b8k,0.47730516699971454,ViT-B-16 commonpool_l_laion_s1b_b8k
,,,,,zeroshot_classification,,en,,0.7422209534684556,,ViT-B-16,wds/wds_dollar_street_test,0.5059266756267286,,commonpool_l_s1b_b8k,0.48330002854695975,ViT-B-16 commonpool_l_s1b_b8k
,,,,,zeroshot_classification,,en,,0.7485012846131887,,ViT-B-16,wds/wds_dollar_street_test,0.5145638772286366,,commonpool_l_text_s1b_b8k,0.48015986297459323,ViT-B-16 commonpool_l_text_s1b_b8k
,,,,,zeroshot_classification,,en,,0.6089066514416215,,ViT-B-32,wds/wds_dollar_street_test,0.36808624089980707,,commonpool_m_basic_s128m_b4k,0.3485583785326863,ViT-B-32 commonpool_m_basic_s128m_b4k
,,,,,zeroshot_classification,,en,,0.6234656009135027,,ViT-B-32,wds/wds_dollar_street_test,0.3928530772447802,,commonpool_m_clip_s128m_b4k,0.3665429631744219,ViT-B-32 commonpool_m_clip_s128m_b4k
,,,,,zeroshot_classification,,en,,0.616328860976306,,ViT-B-32,wds/wds_dollar_street_test,0.39151978742896526,,commonpool_m_image_s128m_b4k,0.3756779902940337,ViT-B-32 commonpool_m_image_s128m_b4k
,,,,,zeroshot_classification,,en,,0.5852126748501285,,ViT-B-32,wds/wds_dollar_street_test,0.341453091832847,,commonpool_m_laion_s128m_b4k,0.33457036825578074,ViT-B-32 commonpool_m_laion_s128m_b4k
,,,,,zeroshot_classification,,en,,0.5946331715672281,,ViT-B-32,wds/wds_dollar_street_test,0.3455935463717782,,commonpool_m_s128m_b4k,0.34027976020553813,ViT-B-32 commonpool_m_s128m_b4k
,,,,,zeroshot_classification,,en,,0.6049100770767913,,ViT-B-32,wds/wds_dollar_street_test,0.374736419418823,,commonpool_m_text_s128m_b4k,0.35540964887239507,ViT-B-32 commonpool_m_text_s128m_b4k
,,,,,zeroshot_classification,,en,,0.3465600913502712,,ViT-B-32,wds/wds_dollar_street_test,0.11987142197286307,,commonpool_s_basic_s13m_b4k,0.12360833571224665,ViT-B-32 commonpool_s_basic_s13m_b4k
,,,,,zeroshot_classification,,en,,0.3625463888095918,,ViT-B-32,wds/wds_dollar_street_test,0.14458663117955234,,commonpool_s_clip_s13m_b4k,0.14558949471881244,ViT-B-32 commonpool_s_clip_s13m_b4k
,,,,,zeroshot_classification,,en,,0.2983157293748216,,ViT-B-32,wds/wds_dollar_street_test,0.10442163842465986,,commonpool_s_image_s13m_b4k,0.10162717670568085,ViT-B-32 commonpool_s_image_s13m_b4k
,,,,,zeroshot_classification,,en,,0.3031687125321153,,ViT-B-32,wds/wds_dollar_street_test,0.10485199649573486,,commonpool_s_laion_s13m_b4k,0.10619469026548672,ViT-B-32 commonpool_s_laion_s13m_b4k
,,,,,zeroshot_classification,,en,,0.3174421924065087,,ViT-B-32,wds/wds_dollar_street_test,0.09818081363909564,,commonpool_s_s13m_b4k,0.0984870111333143,ViT-B-32 commonpool_s_s13m_b4k
,,,,,zeroshot_classification,,en,,0.38566942620610906,,ViT-B-32,wds/wds_dollar_street_test,0.1424462119867746,,commonpool_s_text_s13m_b4k,0.14273479874393377,ViT-B-32 commonpool_s_text_s13m_b4k
,,,,,zeroshot_classification,,en,,0.8158721096203254,,ViT-L-14,wds/wds_dollar_street_test,0.5766241791933246,,commonpool_xl_clip_s13b_b90k,0.5458178703968027,ViT-L-14 commonpool_xl_clip_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8107336568655438,,ViT-L-14,wds/wds_dollar_street_test,0.5819273475831738,,commonpool_xl_laion_s13b_b90k,0.5563802455038538,ViT-L-14 commonpool_xl_laion_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8215815015700828,,ViT-L-14,wds/wds_dollar_street_test,0.580309500952974,,commonpool_xl_s13b_b90k,0.5509563231515844,ViT-L-14 commonpool_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.7773337139594633,,ViTamin-B,wds/wds_dollar_street_test,0.5600228295051056,,datacomp1b,0.5206965458178704,ViTamin-B datacomp1b
,,,,,zeroshot_classification,,en,,0.7764773051669998,,ViTamin-B-LTT,wds/wds_dollar_street_test,0.5451737539240764,,datacomp1b,0.5084213531258921,ViTamin-B-LTT datacomp1b
,,,,,zeroshot_classification,,en,,0.8307165286896946,,ViTamin-L2-256,wds/wds_dollar_street_test,0.5968274603437067,,datacomp1b,0.5666571510134171,ViTamin-L2-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.840422495004282,,ViTamin-L2-336,wds/wds_dollar_street_test,0.6098034674578471,,datacomp1b,0.5783614045104196,ViTamin-L2-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.825578075934913,,ViTamin-L-256,wds/wds_dollar_street_test,0.5881269136765528,,datacomp1b,0.5626605766485869,ViTamin-L-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.8184413359977163,,ViTamin-L2,wds/wds_dollar_street_test,0.5863703836057579,,datacomp1b,0.556094775906366,ViTamin-L2 datacomp1b
,,,,,zeroshot_classification,,en,,0.8295746502997431,,ViTamin-L-336,wds/wds_dollar_street_test,0.5940857741234796,,datacomp1b,0.5649443334284898,ViTamin-L-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.8175849272052527,,ViTamin-L,wds/wds_dollar_street_test,0.5807927833538904,,datacomp1b,0.5500999143591208,ViTamin-L datacomp1b
,,,,,zeroshot_classification,,en,,0.7553525549528975,,ViTamin-S,wds/wds_dollar_street_test,0.5225484765343842,,datacomp1b,0.4887239508992292,ViTamin-S datacomp1b
,,,,,zeroshot_classification,,en,,0.7445047102483585,,ViTamin-S-LTT,wds/wds_dollar_street_test,0.5257956581763363,,datacomp1b,0.4872966029117899,ViTamin-S-LTT datacomp1b
,,,,,zeroshot_classification,,en,,0.827576363117328,,ViTamin-XL-256,wds/wds_dollar_street_test,0.6105244055988174,,datacomp1b,0.5777904653154439,ViTamin-XL-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.8301455894947188,,ViTamin-XL-336,wds/wds_dollar_street_test,0.6137806607451279,,datacomp1b,0.5869254924350557,ViTamin-XL-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.82329431915501,,ViTamin-XL-384,wds/wds_dollar_street_test,0.6014995295696003,,datacomp1b,0.5726520125606623,ViTamin-XL-384 datacomp1b
,,,,,zeroshot_classification,,en,,0.827576363117328,,ViT-bigG-14-CLIPA-336,wds/wds_dollar_street_test,0.606527206957397,,datacomp1b,0.5834998572652013,ViT-bigG-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.8238652583499857,,ViT-bigG-14-CLIPA,wds/wds_dollar_street_test,0.5944181165656819,,datacomp1b,0.56894090779332,ViT-bigG-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.8270054239223523,,ViT-H-14-CLIPA-336,wds/wds_dollar_street_test,0.590796465031949,,datacomp1b,0.5598058806737083,ViT-H-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.8175849272052527,,ViT-H-14-CLIPA,wds/wds_dollar_street_test,0.580380850109712,,datacomp1b,0.5506708535540965,ViT-H-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.8258635455324008,,ViT-L-14-CLIPA-336,wds/wds_dollar_street_test,0.5920056536782535,,datacomp1b,0.5578075934912932,ViT-L-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.8161575792178133,,ViT-L-14-CLIPA,wds/wds_dollar_street_test,0.5829898729815391,,datacomp1b,0.54753068798173,ViT-L-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.8087353696831288,,MobileCLIP-B,wds/wds_dollar_street_test,0.5760504335613512,,datacompdr_lt,0.5441050528118755,MobileCLIP-B datacompdr_lt
,,,,,zeroshot_classification,,en,,0.8073080216956894,,MobileCLIP-B,wds/wds_dollar_street_test,0.5710901150140226,,datacompdr,0.5426777048244362,MobileCLIP-B datacompdr
,,,,,zeroshot_classification,,en,,0.786468741079075,,MobileCLIP-S1,wds/wds_dollar_street_test,0.5519451762497938,,datacompdr,0.5221238938053098,MobileCLIP-S1 datacompdr
,,,,,zeroshot_classification,,en,,0.7907507850413931,,MobileCLIP-S2,wds/wds_dollar_street_test,0.5613355318889764,,datacompdr,0.5264059377676278,MobileCLIP-S2 datacompdr
,,,,,zeroshot_classification,,en,,0.7530687981729945,,ViT-B-16,wds/wds_dollar_street_test,0.5207145041303314,,datacomp_l_s1b_b8k,0.48501284613188694,ViT-B-16 datacomp_l_s1b_b8k
,,,,,zeroshot_classification,,en,,0.6080502426491579,,ViT-B-32,wds/wds_dollar_street_test,0.3739142437826574,,datacomp_m_s128m_b4k,0.35341136168998,ViT-B-32 datacomp_m_s128m_b4k
,,,,,zeroshot_classification,,en,,0.7816157579217813,,ViT-B-32-256,wds/wds_dollar_street_test,0.5376825849581423,,datacomp_s34b_b86k,0.5089922923208678,ViT-B-32-256 datacomp_s34b_b86k
,,,,,zeroshot_classification,,en,,0.2983157293748216,,ViT-B-32,wds/wds_dollar_street_test,0.10442163842465986,,datacomp_s_s13m_b4k,0.10162717670568085,ViT-B-32 datacomp_s_s13m_b4k
,,,,,zeroshot_classification,,en,,0.7827576363117328,,ViT-B-16,wds/wds_dollar_street_test,0.5564814531208384,,datacomp_xl_s13b_b90k,0.5269768769626035,ViT-B-16 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.7533542677704824,,ViT-B-32,wds/wds_dollar_street_test,0.5290648048116848,,datacomp_xl_s13b_b90k,0.49985726520125606,ViT-B-32 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8155866400228375,,ViT-L-14,wds/wds_dollar_street_test,0.5864723218137126,,datacomp_xl_s13b_b90k,0.5569511846988295,ViT-L-14 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.7936054810162718,,ViT-B-16,wds/wds_dollar_street_test,0.5697687835991094,,dfn2b,0.5378247216671425,ViT-B-16 dfn2b
,,,,,zeroshot_classification,,en,,0.8290037111047673,,ViT-L-14-quickgelu,wds/wds_dollar_street_test,0.6018115149256853,,dfn2b,0.5720810733656866,ViT-L-14-quickgelu dfn2b
,,,,,zeroshot_classification,,en,,0.8429917213816729,,ViT-H-14-378-quickgelu,wds/wds_dollar_street_test,0.6197420813019786,,dfn5b,0.5940622323722523,ViT-H-14-378-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,0.8344276334570369,,ViT-H-14-quickgelu,wds/wds_dollar_street_test,0.6087219724360352,,dfn5b,0.5803596916928347,ViT-H-14-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,0.8024550385383956,,xlm-roberta-large-ViT-H-14,wds/wds_dollar_street_test,0.588331455484085,,frozen_laion5b_s13b_b90k,0.5532400799314873,xlm-roberta-large-ViT-H-14 frozen_laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.7553525549528975,,ViT-B-32,wds/wds_dollar_street_test,0.5214942139782685,,laion2b_e16,0.4852983157293748,ViT-B-32 laion2b_e16
,,,,,zeroshot_classification,,en,,0.7462175278332858,,roberta-ViT-B-32,wds/wds_dollar_street_test,0.5020905116216439,,laion2b_s12b_b32k,0.4624607479303454,roberta-ViT-B-32 laion2b_s12b_b32k
,,,,,zeroshot_classification,,en,,0.8098772480730803,,ViT-g-14,wds/wds_dollar_street_test,0.5803081047678347,,laion2b_s12b_b42k,0.5569511846988295,ViT-g-14 laion2b_s12b_b42k
,,,,,zeroshot_classification,,en,,0.7679132172423637,,convnext_base_w,wds/wds_dollar_street_test,0.5387491916699774,,laion2b_s13b_b82k_augreg,0.4987153868113046,convnext_base_w laion2b_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.775906365972024,,convnext_base_w,wds/wds_dollar_street_test,0.5552060459011154,,laion2b_s13b_b82k,0.5218384242078219,convnext_base_w laion2b_s13b_b82k
,,,,,zeroshot_classification,,en,,0.7562089637453612,,coca_ViT-B-32,wds/wds_dollar_street_test,0.5287157518336665,,laion2b_s13b_b90k,0.49100770767913215,coca_ViT-B-32 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8070225520982015,,coca_ViT-L-14,wds/wds_dollar_street_test,0.5758539649462022,,laion2b_s13b_b90k,0.5483870967741935,coca_ViT-L-14 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8021695689409077,,convnext_large_d,wds/wds_dollar_street_test,0.5695105114368858,,laion2b_s26b_b102k_augreg,0.540964887239509,convnext_large_d laion2b_s26b_b102k_augreg
,,,,,zeroshot_classification,,en,,0.8035969169283471,,convnext_large_d_320,wds/wds_dollar_street_test,0.5750849874161393,,laion2b_s29b_b131k_ft,0.5418212960319726,convnext_large_d_320 laion2b_s29b_b131k_ft
,,,,,zeroshot_classification,,en,,0.8110191264630316,,convnext_large_d_320,wds/wds_dollar_street_test,0.5834750540049567,,laion2b_s29b_b131k_ft_soup,0.5503853839566086,convnext_large_d_320 laion2b_s29b_b131k_ft_soup
,,,,,zeroshot_classification,,en,,0.7978875249785898,,ViT-H-14,wds/wds_dollar_street_test,0.5874494592407539,,laion2b_s32b_b79k,0.5535255495289751,ViT-H-14 laion2b_s32b_b79k
,,,,,zeroshot_classification,,en,,0.8001712817584927,,ViT-L-14,wds/wds_dollar_street_test,0.5755449151670421,,laion2b_s32b_b82k,0.5381101912646303,ViT-L-14 laion2b_s32b_b82k
,,,,,zeroshot_classification,,en,,0.754210676562946,,ViT-B-32,wds/wds_dollar_street_test,0.5240848970881884,,laion2b_s34b_b79k,0.4961461604339138,ViT-B-32 laion2b_s34b_b79k
,,,,,zeroshot_classification,,en,,0.816728518412789,,convnext_xxlarge,wds/wds_dollar_street_test,0.5903578847006044,,laion2b_s34b_b82k_augreg,0.5592349414787325,convnext_xxlarge laion2b_s34b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.8178703968027405,,convnext_xxlarge,wds/wds_dollar_street_test,0.5915031426441852,,laion2b_s34b_b82k_augreg_rewind,0.5575221238938053,convnext_xxlarge laion2b_s34b_b82k_augreg_rewind
,,,,,zeroshot_classification,,en,,0.8178703968027405,,convnext_xxlarge,wds/wds_dollar_street_test,0.5911773537190896,,laion2b_s34b_b82k_augreg_soup,0.556094775906366,convnext_xxlarge laion2b_s34b_b82k_augreg_soup
,,,,,zeroshot_classification,,en,,0.767342278047388,,ViT-B-16,wds/wds_dollar_street_test,0.5452314024659297,,laion2b_s34b_b88k,0.5127033970882101,ViT-B-16 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,0.8204396231801313,,ViT-g-14,wds/wds_dollar_street_test,0.5779688103651259,,laion2b_s34b_b88k,0.5500999143591208,ViT-g-14 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,0.8284327719097916,,ViT-bigG-14,wds/wds_dollar_street_test,0.5900820090741906,,laion2b_s39b_b160k,0.5677990294033686,ViT-bigG-14 laion2b_s39b_b160k
,,,,,zeroshot_classification,,en,,0.8164430488153012,,EVA02-E-14,wds/wds_dollar_street_test,0.5964977531509359,,laion2b_s4b_b115k,0.5735084213531259,EVA02-E-14 laion2b_s4b_b115k
,,,,,zeroshot_classification,,en,,0.8324293462746217,,EVA02-E-14-plus,wds/wds_dollar_street_test,0.596816207815453,,laion2b_s9b_b144k,0.5789323437053954,EVA02-E-14-plus laion2b_s9b_b144k
,,,,,zeroshot_classification,,en,,0.8170139880102769,,ViT-H-14-CLIPA-336,wds/wds_dollar_street_test,0.5931256251330825,,laion2b,0.5595204110762204,ViT-H-14-CLIPA-336 laion2b
,,,,,zeroshot_classification,,en,,0.7573508421353126,,ViT-B-16,wds/wds_dollar_street_test,0.5226889783860081,,laion400m_e31,0.4907222380816443,ViT-B-16 laion400m_e31
,,,,,zeroshot_classification,,en,,0.7613474165001427,,ViT-B-16-plus-240,wds/wds_dollar_street_test,0.5371751219341332,,laion400m_e31,0.5035683699685983,ViT-B-16-plus-240 laion400m_e31
,,,,,zeroshot_classification,,en,,0.7253782472166714,,ViT-B-32,wds/wds_dollar_street_test,0.4956289682788556,,laion400m_e31,0.4641735655152726,ViT-B-32 laion400m_e31
,,,,,zeroshot_classification,,en,,0.7319440479588923,,ViT-B-32-quickgelu,wds/wds_dollar_street_test,0.5100896130030486,,laion400m_e31,0.47273765343990864,ViT-B-32-quickgelu laion400m_e31
,,,,,zeroshot_classification,,en,,0.771624322009706,,ViT-L-14,wds/wds_dollar_street_test,0.5470297745699838,,laion400m_e31,0.5101341707108193,ViT-L-14 laion400m_e31
,,,,,zeroshot_classification,,en,,0.7599200685127034,,ViT-B-16,wds/wds_dollar_street_test,0.5237586719556153,,laion400m_e32,0.49214958606908366,ViT-B-16 laion400m_e32
,,,,,zeroshot_classification,,en,,0.765058521267485,,ViT-B-16-plus-240,wds/wds_dollar_street_test,0.5368514613776533,,laion400m_e32,0.504424778761062,ViT-B-16-plus-240 laion400m_e32
,,,,,zeroshot_classification,,en,,0.721952612046817,,ViT-B-32,wds/wds_dollar_street_test,0.5003589437864028,,laion400m_e32,0.4653154439052241,ViT-B-32 laion400m_e32
,,,,,zeroshot_classification,,en,,0.7336568655438196,,ViT-B-32-quickgelu,wds/wds_dollar_street_test,0.507043299666105,,laion400m_e32,0.4701684270625178,ViT-B-32-quickgelu laion400m_e32
,,,,,zeroshot_classification,,en,,0.7761918355695119,,ViT-L-14,wds/wds_dollar_street_test,0.5462805208866365,,laion400m_e32,0.5098487011133315,ViT-L-14 laion400m_e32
,,,,,zeroshot_classification,,en,,0.8078789608906651,,EVA01-g-14,wds/wds_dollar_street_test,0.5731200676834571,,laion400m_s11b_b41k,0.5472452183842421,EVA01-g-14 laion400m_s11b_b41k
,,,,,zeroshot_classification,,en,,0.737082500713674,,convnext_base,wds/wds_dollar_street_test,0.516421788582293,,laion400m_s13b_b51k,0.4793034541821296,convnext_base laion400m_s13b_b51k
,,,,,zeroshot_classification,,en,,0.7596345989152156,,xlm-roberta-base-ViT-B-32,wds/wds_dollar_street_test,0.5228903380832125,,laion5b_s13b_b90k,0.49100770767913215,xlm-roberta-base-ViT-B-32 laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.788752497858978,,convnext_base_w_320,wds/wds_dollar_street_test,0.5541239658931594,,laion_aesthetic_s13b_b82k_augreg,0.5175563802455039,convnext_base_w_320 laion_aesthetic_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.7867542106765629,,convnext_base_w_320,wds/wds_dollar_street_test,0.5526418834841766,,laion_aesthetic_s13b_b82k,0.5206965458178704,convnext_base_w_320 laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,0.7770482443619755,,convnext_base_w,wds/wds_dollar_street_test,0.553204484238276,,laion_aesthetic_s13b_b82k,0.5212674850128461,convnext_base_w laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,0.8004567513559806,,EVA01-g-14-plus,wds/wds_dollar_street_test,0.5742130652867629,,merged2b_s11b_b114k,0.5463888095917785,EVA01-g-14-plus merged2b_s11b_b114k
,,,,,zeroshot_classification,,en,,0.8127319440479589,,EVA02-L-14,wds/wds_dollar_street_test,0.5825384658308428,,merged2b_s4b_b131k,0.5546674279189266,EVA02-L-14 merged2b_s4b_b131k
,,,,,zeroshot_classification,,en,,0.8258635455324008,,EVA02-L-14-336,wds/wds_dollar_street_test,0.5927457144642856,,merged2b_s6b_b61k,0.56894090779332,EVA02-L-14-336 merged2b_s6b_b61k
,,,,,zeroshot_classification,,en,,0.7727662003996575,,EVA02-B-16,wds/wds_dollar_street_test,0.5614926750085389,,merged2b_s8b_b131k,0.5361119040822152,EVA02-B-16 merged2b_s8b_b131k
,,,,,zeroshot_classification,,en,,0.7653439908649728,,ViT-B-16-quickgelu,wds/wds_dollar_street_test,0.5302576397618373,,metaclip_400m,0.4944333428489866,ViT-B-16-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.7619183556951185,,ViT-B-32-quickgelu,wds/wds_dollar_street_test,0.5214047441980206,,metaclip_400m,0.49272052526405935,ViT-B-32-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.8055952041107622,,ViT-L-14-quickgelu,wds/wds_dollar_street_test,0.5710709091392193,,metaclip_400m,0.5415358264344847,ViT-L-14-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.7813302883242934,,ViT-B-16-quickgelu,wds/wds_dollar_street_test,0.5428727089616322,,metaclip_fullcc,0.5181273194404796,ViT-B-16-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.7633457036825578,,ViT-B-32-quickgelu,wds/wds_dollar_street_test,0.5164866106301073,,metaclip_fullcc,0.48929489009420496,ViT-B-32-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.816728518412789,,ViT-H-14-quickgelu,wds/wds_dollar_street_test,0.5872150993196456,,metaclip_fullcc,0.5546674279189266,ViT-H-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.8170139880102769,,ViT-L-14-quickgelu,wds/wds_dollar_street_test,0.5829421385207257,,metaclip_fullcc,0.553811019126463,ViT-L-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.7739080787896089,,nllb-clip-base-siglip,wds/wds_dollar_street_test,0.5319918215726441,,mrl,0.5232657721952612,nllb-clip-base-siglip mrl
,,,,,zeroshot_classification,,en,,0.7921781330288324,,nllb-clip-large-siglip,wds/wds_dollar_street_test,0.5519241293937562,,mrl,0.5264059377676278,nllb-clip-large-siglip mrl
,,,,,zeroshot_classification,,en,,0.19640308307165286,,coca_ViT-B-32,wds/wds_dollar_street_test,0.07202515994313273,,mscoco_finetuned_laion2b_s13b_b90k,0.050528118755352555,coca_ViT-B-32 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8184413359977163,,coca_ViT-L-14,wds/wds_dollar_street_test,0.5816422876689542,,mscoco_finetuned_laion2b_s13b_b90k,0.5638024550385384,coca_ViT-L-14 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.7427918926634314,,RN101,wds/wds_dollar_street_test,0.49978828708305006,,openai,0.4721667142449329,RN101 openai
,,,,,zeroshot_classification,,en,,0.7427918926634314,,RN101-quickgelu,wds/wds_dollar_street_test,0.49978828708305006,,openai,0.4721667142449329,RN101-quickgelu openai
,,,,,zeroshot_classification,,en,,0.7056808449900086,,RN50,wds/wds_dollar_street_test,0.48903307285940395,,openai,0.454753068798173,RN50 openai
,,,,,zeroshot_classification,,en,,0.7056808449900086,,RN50-quickgelu,wds/wds_dollar_street_test,0.48903307285940395,,openai,0.454753068798173,RN50-quickgelu openai
,,,,,zeroshot_classification,,en,,0.7636311732800457,,RN50x16,wds/wds_dollar_street_test,0.5364946166263542,,openai,0.5089922923208678,RN50x16 openai
,,,,,zeroshot_classification,,en,,0.7322295175563802,,RN50x4,wds/wds_dollar_street_test,0.5142298874208827,,openai,0.47873251498715386,RN50x4 openai
,,,,,zeroshot_classification,,en,,0.7901798458464173,,RN50x64,wds/wds_dollar_street_test,0.55676491937707,,openai,0.5363973736797031,RN50x64 openai
,,,,,zeroshot_classification,,en,,0.7582072509277762,,ViT-B-16,wds/wds_dollar_street_test,0.5360684437907856,,openai,0.5041393091635741,ViT-B-16 openai
,,,,,zeroshot_classification,,en,,0.7270910648015986,,ViT-B-32,wds/wds_dollar_street_test,0.5176619462454112,,openai,0.4793034541821296,ViT-B-32 openai
,,,,,zeroshot_classification,,en,,0.7270910648015986,,ViT-B-32-quickgelu,wds/wds_dollar_street_test,0.5176619462454112,,openai,0.4793034541821296,ViT-B-32-quickgelu openai
,,,,,zeroshot_classification,,en,,0.799600342563517,,ViT-L-14-336,wds/wds_dollar_street_test,0.5693803647315906,,openai,0.538966600057094,ViT-L-14-336 openai
,,,,,zeroshot_classification,,en,,0.7964601769911505,,ViT-L-14,wds/wds_dollar_street_test,0.5659600768635618,,openai,0.5361119040822152,ViT-L-14 openai
,,,,,zeroshot_classification,,en,,0.7199543248644019,,nllb-clip-base,wds/wds_dollar_street_test,0.478450681195964,,v1,0.4701684270625178,nllb-clip-base v1
,,,,,zeroshot_classification,,en,,0.7739080787896089,,nllb-clip-base-siglip,wds/wds_dollar_street_test,0.5213000701626535,,v1,0.5184127890379675,nllb-clip-base-siglip v1
,,,,,zeroshot_classification,,en,,0.8098772480730803,,nllb-clip-large,wds/wds_dollar_street_test,0.5467081966499525,,v1,0.5249785897801884,nllb-clip-large v1
,,,,,zeroshot_classification,,en,,0.7856123322866114,,nllb-clip-large-siglip,wds/wds_dollar_street_test,0.5634830749965664,,v1,0.5332572081073366,nllb-clip-large-siglip v1
,,,,,zeroshot_classification,,en,,0.8015986297459321,,ViT-B-16-SigLIP-256,wds/wds_dollar_street_test,0.5563677435419114,,webli,0.5298315729374822,ViT-B-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,0.8050242649157865,,ViT-B-16-SigLIP-384,wds/wds_dollar_street_test,0.564328557293937,,webli,0.5381101912646303,ViT-B-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.8087353696831288,,ViT-B-16-SigLIP-512,wds/wds_dollar_street_test,0.5680082422451788,,webli,0.538966600057094,ViT-B-16-SigLIP-512 webli
,,,,,zeroshot_classification,,en,,0.7944618898087353,,ViT-B-16-SigLIP,wds/wds_dollar_street_test,0.553036928524864,,webli,0.5292606337425064,ViT-B-16-SigLIP webli
,,,,,zeroshot_classification,,en,,0.7933200114187839,,ViT-B-16-SigLIP-i18n-256,wds/wds_dollar_street_test,0.5647404968952695,,webli,0.5386811304596061,ViT-B-16-SigLIP-i18n-256 webli
,,,,,zeroshot_classification,,en,,0.8127319440479589,,ViT-L-16-SigLIP-256,wds/wds_dollar_street_test,0.5875677174222528,,webli,0.562375107051099,ViT-L-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,0.8144447616328861,,ViT-L-16-SigLIP-384,wds/wds_dollar_street_test,0.5904877289150204,,webli,0.5620896374536112,ViT-L-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.8461318869540394,,ViT-SO400M-14-SigLIP-384,wds/wds_dollar_street_test,0.6163622112436357,,webli,0.5969169283471311,ViT-SO400M-14-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.8327148158721096,,ViT-SO400M-14-SigLIP,wds/wds_dollar_street_test,0.6006463801944749,,webli,0.5772195261204681,ViT-SO400M-14-SigLIP webli
,,,,,zeroshot_classification,,en,,0.6520125606622895,,RN101,wds/wds_dollar_street_test,0.36838409888827683,,yfcc15m,0.3648301455894947,RN101 yfcc15m
,,,,,zeroshot_classification,,en,,0.6468741079075079,,RN101-quickgelu,wds/wds_dollar_street_test,0.3695834062005492,,yfcc15m,0.35826434484727376,RN101-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,0.6037681986868398,,RN50,wds/wds_dollar_street_test,0.328714301237351,,yfcc15m,0.32143876677133887,RN50 yfcc15m
,,,,,zeroshot_classification,,en,,0.6043391378818156,,RN50-quickgelu,wds/wds_dollar_street_test,0.3321720618649753,,yfcc15m,0.31886954039394805,RN50-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,0.0,,RN50,wds/wds_fairface_test,0.0,,cc12m,0.0,RN50 cc12m
,,,,,zeroshot_classification,,en,,0.0,,RN50-quickgelu,wds/wds_fairface_test,0.0,,cc12m,0.0,RN50-quickgelu cc12m
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-16,wds/wds_fairface_test,0.0,,commonpool_l_basic_s1b_b8k,0.0,ViT-B-16 commonpool_l_basic_s1b_b8k
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-16,wds/wds_fairface_test,0.0,,commonpool_l_clip_s1b_b8k,0.0,ViT-B-16 commonpool_l_clip_s1b_b8k
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-16,wds/wds_fairface_test,0.0,,commonpool_l_image_s1b_b8k,0.0,ViT-B-16 commonpool_l_image_s1b_b8k
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-16,wds/wds_fairface_test,0.0,,commonpool_l_laion_s1b_b8k,0.0,ViT-B-16 commonpool_l_laion_s1b_b8k
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-16,wds/wds_fairface_test,0.0,,commonpool_l_s1b_b8k,0.0,ViT-B-16 commonpool_l_s1b_b8k
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-16,wds/wds_fairface_test,0.0,,commonpool_l_text_s1b_b8k,0.0,ViT-B-16 commonpool_l_text_s1b_b8k
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-32,wds/wds_fairface_test,0.0,,commonpool_m_basic_s128m_b4k,0.0,ViT-B-32 commonpool_m_basic_s128m_b4k
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-32,wds/wds_fairface_test,0.0,,commonpool_m_clip_s128m_b4k,0.0,ViT-B-32 commonpool_m_clip_s128m_b4k
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-32,wds/wds_fairface_test,0.0,,commonpool_m_image_s128m_b4k,0.0,ViT-B-32 commonpool_m_image_s128m_b4k
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-32,wds/wds_fairface_test,0.0,,commonpool_m_laion_s128m_b4k,0.0,ViT-B-32 commonpool_m_laion_s128m_b4k
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-32,wds/wds_fairface_test,0.0,,commonpool_m_s128m_b4k,0.0,ViT-B-32 commonpool_m_s128m_b4k
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-32,wds/wds_fairface_test,0.0,,commonpool_m_text_s128m_b4k,0.0,ViT-B-32 commonpool_m_text_s128m_b4k
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-32,wds/wds_fairface_test,0.0,,commonpool_s_basic_s13m_b4k,0.0,ViT-B-32 commonpool_s_basic_s13m_b4k
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-32,wds/wds_fairface_test,0.0,,commonpool_s_clip_s13m_b4k,0.0,ViT-B-32 commonpool_s_clip_s13m_b4k
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-32,wds/wds_fairface_test,0.0,,commonpool_s_image_s13m_b4k,0.0,ViT-B-32 commonpool_s_image_s13m_b4k
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-32,wds/wds_fairface_test,0.0,,commonpool_s_laion_s13m_b4k,0.0,ViT-B-32 commonpool_s_laion_s13m_b4k
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-32,wds/wds_fairface_test,0.0,,commonpool_s_s13m_b4k,0.0,ViT-B-32 commonpool_s_s13m_b4k
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-32,wds/wds_fairface_test,0.0,,commonpool_s_text_s13m_b4k,0.0,ViT-B-32 commonpool_s_text_s13m_b4k
,,,,,zeroshot_classification,,en,,0.0,,ViT-L-14,wds/wds_fairface_test,0.0,,commonpool_xl_clip_s13b_b90k,0.0,ViT-L-14 commonpool_xl_clip_s13b_b90k
,,,,,zeroshot_classification,,en,,0.0,,ViT-L-14,wds/wds_fairface_test,0.0,,commonpool_xl_laion_s13b_b90k,0.0,ViT-L-14 commonpool_xl_laion_s13b_b90k
,,,,,zeroshot_classification,,en,,0.0,,ViT-L-14,wds/wds_fairface_test,0.0,,commonpool_xl_s13b_b90k,0.0,ViT-L-14 commonpool_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.0,,ViTamin-B,wds/wds_fairface_test,0.0,,datacomp1b,0.0,ViTamin-B datacomp1b
,,,,,zeroshot_classification,,en,,0.0,,ViTamin-B-LTT,wds/wds_fairface_test,0.0,,datacomp1b,0.0,ViTamin-B-LTT datacomp1b
,,,,,zeroshot_classification,,en,,0.0,,ViTamin-L2-256,wds/wds_fairface_test,0.0,,datacomp1b,0.0,ViTamin-L2-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.0,,ViTamin-L2-336,wds/wds_fairface_test,0.0,,datacomp1b,0.0,ViTamin-L2-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.0,,ViTamin-L-256,wds/wds_fairface_test,0.0,,datacomp1b,0.0,ViTamin-L-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.0,,ViTamin-L2,wds/wds_fairface_test,0.0,,datacomp1b,0.0,ViTamin-L2 datacomp1b
,,,,,zeroshot_classification,,en,,0.0,,ViTamin-L-336,wds/wds_fairface_test,0.0,,datacomp1b,0.0,ViTamin-L-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.0,,ViTamin-L,wds/wds_fairface_test,0.0,,datacomp1b,0.0,ViTamin-L datacomp1b
,,,,,zeroshot_classification,,en,,0.0,,ViTamin-S,wds/wds_fairface_test,0.0,,datacomp1b,0.0,ViTamin-S datacomp1b
,,,,,zeroshot_classification,,en,,0.0,,ViTamin-S-LTT,wds/wds_fairface_test,0.0,,datacomp1b,0.0,ViTamin-S-LTT datacomp1b
,,,,,zeroshot_classification,,en,,0.0,,ViTamin-XL-256,wds/wds_fairface_test,0.0,,datacomp1b,0.0,ViTamin-XL-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.0,,ViTamin-XL-336,wds/wds_fairface_test,0.0,,datacomp1b,0.0,ViTamin-XL-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.0,,ViTamin-XL-384,wds/wds_fairface_test,0.0,,datacomp1b,0.0,ViTamin-XL-384 datacomp1b
,,,,,zeroshot_classification,,en,,0.0,,ViT-bigG-14-CLIPA-336,wds/wds_fairface_test,0.0,,datacomp1b,0.0,ViT-bigG-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.0,,ViT-bigG-14-CLIPA,wds/wds_fairface_test,0.0,,datacomp1b,0.0,ViT-bigG-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.0,,ViT-H-14-CLIPA-336,wds/wds_fairface_test,0.0,,datacomp1b,0.0,ViT-H-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.0,,ViT-H-14-CLIPA,wds/wds_fairface_test,0.0,,datacomp1b,0.0,ViT-H-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.0,,ViT-L-14-CLIPA-336,wds/wds_fairface_test,0.0,,datacomp1b,0.0,ViT-L-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.0,,ViT-L-14-CLIPA,wds/wds_fairface_test,0.0,,datacomp1b,0.0,ViT-L-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.0,,MobileCLIP-B,wds/wds_fairface_test,0.0,,datacompdr_lt,0.0,MobileCLIP-B datacompdr_lt
,,,,,zeroshot_classification,,en,,0.0,,MobileCLIP-B,wds/wds_fairface_test,0.0,,datacompdr,0.0,MobileCLIP-B datacompdr
,,,,,zeroshot_classification,,en,,0.0,,MobileCLIP-S1,wds/wds_fairface_test,0.0,,datacompdr,0.0,MobileCLIP-S1 datacompdr
,,,,,zeroshot_classification,,en,,0.0,,MobileCLIP-S2,wds/wds_fairface_test,0.0,,datacompdr,0.0,MobileCLIP-S2 datacompdr
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-16,wds/wds_fairface_test,0.0,,datacomp_l_s1b_b8k,0.0,ViT-B-16 datacomp_l_s1b_b8k
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-32,wds/wds_fairface_test,0.0,,datacomp_m_s128m_b4k,0.0,ViT-B-32 datacomp_m_s128m_b4k
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-32-256,wds/wds_fairface_test,0.0,,datacomp_s34b_b86k,0.0,ViT-B-32-256 datacomp_s34b_b86k
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-32,wds/wds_fairface_test,0.0,,datacomp_s_s13m_b4k,0.0,ViT-B-32 datacomp_s_s13m_b4k
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-16,wds/wds_fairface_test,0.0,,datacomp_xl_s13b_b90k,0.0,ViT-B-16 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-32,wds/wds_fairface_test,0.0,,datacomp_xl_s13b_b90k,0.0,ViT-B-32 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.0,,ViT-L-14,wds/wds_fairface_test,0.0,,datacomp_xl_s13b_b90k,0.0,ViT-L-14 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-16,wds/wds_fairface_test,0.0,,dfn2b,0.0,ViT-B-16 dfn2b
,,,,,zeroshot_classification,,en,,0.0,,ViT-L-14-quickgelu,wds/wds_fairface_test,0.0,,dfn2b,0.0,ViT-L-14-quickgelu dfn2b
,,,,,zeroshot_classification,,en,,0.0,,ViT-H-14-378-quickgelu,wds/wds_fairface_test,0.0,,dfn5b,0.0,ViT-H-14-378-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,0.0,,ViT-H-14-quickgelu,wds/wds_fairface_test,0.0,,dfn5b,0.0,ViT-H-14-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,0.0,,xlm-roberta-large-ViT-H-14,wds/wds_fairface_test,0.0,,frozen_laion5b_s13b_b90k,0.0,xlm-roberta-large-ViT-H-14 frozen_laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-32,wds/wds_fairface_test,0.0,,laion2b_e16,0.0,ViT-B-32 laion2b_e16
,,,,,zeroshot_classification,,en,,0.0,,roberta-ViT-B-32,wds/wds_fairface_test,0.0,,laion2b_s12b_b32k,0.0,roberta-ViT-B-32 laion2b_s12b_b32k
,,,,,zeroshot_classification,,en,,0.0,,ViT-g-14,wds/wds_fairface_test,0.0,,laion2b_s12b_b42k,0.0,ViT-g-14 laion2b_s12b_b42k
,,,,,zeroshot_classification,,en,,0.0,,convnext_base_w,wds/wds_fairface_test,0.0,,laion2b_s13b_b82k_augreg,0.0,convnext_base_w laion2b_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.0,,convnext_base_w,wds/wds_fairface_test,0.0,,laion2b_s13b_b82k,0.0,convnext_base_w laion2b_s13b_b82k
,,,,,zeroshot_classification,,en,,0.0,,coca_ViT-B-32,wds/wds_fairface_test,0.0,,laion2b_s13b_b90k,0.0,coca_ViT-B-32 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.0,,coca_ViT-L-14,wds/wds_fairface_test,0.0,,laion2b_s13b_b90k,0.0,coca_ViT-L-14 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.0,,convnext_large_d,wds/wds_fairface_test,0.0,,laion2b_s26b_b102k_augreg,0.0,convnext_large_d laion2b_s26b_b102k_augreg
,,,,,zeroshot_classification,,en,,0.0,,convnext_large_d_320,wds/wds_fairface_test,0.0,,laion2b_s29b_b131k_ft,0.0,convnext_large_d_320 laion2b_s29b_b131k_ft
,,,,,zeroshot_classification,,en,,0.0,,convnext_large_d_320,wds/wds_fairface_test,0.0,,laion2b_s29b_b131k_ft_soup,0.0,convnext_large_d_320 laion2b_s29b_b131k_ft_soup
,,,,,zeroshot_classification,,en,,0.0,,ViT-H-14,wds/wds_fairface_test,0.0,,laion2b_s32b_b79k,0.0,ViT-H-14 laion2b_s32b_b79k
,,,,,zeroshot_classification,,en,,0.0,,ViT-L-14,wds/wds_fairface_test,0.0,,laion2b_s32b_b82k,0.0,ViT-L-14 laion2b_s32b_b82k
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-32,wds/wds_fairface_test,0.0,,laion2b_s34b_b79k,0.0,ViT-B-32 laion2b_s34b_b79k
,,,,,zeroshot_classification,,en,,0.0,,convnext_xxlarge,wds/wds_fairface_test,0.0,,laion2b_s34b_b82k_augreg,0.0,convnext_xxlarge laion2b_s34b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.0,,convnext_xxlarge,wds/wds_fairface_test,0.0,,laion2b_s34b_b82k_augreg_rewind,0.0,convnext_xxlarge laion2b_s34b_b82k_augreg_rewind
,,,,,zeroshot_classification,,en,,0.0,,convnext_xxlarge,wds/wds_fairface_test,0.0,,laion2b_s34b_b82k_augreg_soup,0.0,convnext_xxlarge laion2b_s34b_b82k_augreg_soup
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-16,wds/wds_fairface_test,0.0,,laion2b_s34b_b88k,0.0,ViT-B-16 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,0.0,,ViT-g-14,wds/wds_fairface_test,0.0,,laion2b_s34b_b88k,0.0,ViT-g-14 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,0.0,,ViT-bigG-14,wds/wds_fairface_test,0.0,,laion2b_s39b_b160k,0.0,ViT-bigG-14 laion2b_s39b_b160k
,,,,,zeroshot_classification,,en,,0.0,,EVA02-E-14,wds/wds_fairface_test,0.0,,laion2b_s4b_b115k,0.0,EVA02-E-14 laion2b_s4b_b115k
,,,,,zeroshot_classification,,en,,0.0,,EVA02-E-14-plus,wds/wds_fairface_test,0.0,,laion2b_s9b_b144k,0.0,EVA02-E-14-plus laion2b_s9b_b144k
,,,,,zeroshot_classification,,en,,0.0,,ViT-H-14-CLIPA-336,wds/wds_fairface_test,0.0,,laion2b,0.0,ViT-H-14-CLIPA-336 laion2b
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-16,wds/wds_fairface_test,0.0,,laion400m_e31,0.0,ViT-B-16 laion400m_e31
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-16-plus-240,wds/wds_fairface_test,0.0,,laion400m_e31,0.0,ViT-B-16-plus-240 laion400m_e31
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-32,wds/wds_fairface_test,0.0,,laion400m_e31,0.0,ViT-B-32 laion400m_e31
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-32-quickgelu,wds/wds_fairface_test,0.0,,laion400m_e31,0.0,ViT-B-32-quickgelu laion400m_e31
,,,,,zeroshot_classification,,en,,0.0,,ViT-L-14,wds/wds_fairface_test,0.0,,laion400m_e31,0.0,ViT-L-14 laion400m_e31
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-16,wds/wds_fairface_test,0.0,,laion400m_e32,0.0,ViT-B-16 laion400m_e32
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-16-plus-240,wds/wds_fairface_test,0.0,,laion400m_e32,0.0,ViT-B-16-plus-240 laion400m_e32
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-32,wds/wds_fairface_test,0.0,,laion400m_e32,0.0,ViT-B-32 laion400m_e32
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-32-quickgelu,wds/wds_fairface_test,0.0,,laion400m_e32,0.0,ViT-B-32-quickgelu laion400m_e32
,,,,,zeroshot_classification,,en,,0.0,,ViT-L-14,wds/wds_fairface_test,0.0,,laion400m_e32,0.0,ViT-L-14 laion400m_e32
,,,,,zeroshot_classification,,en,,0.0,,EVA01-g-14,wds/wds_fairface_test,0.0,,laion400m_s11b_b41k,0.0,EVA01-g-14 laion400m_s11b_b41k
,,,,,zeroshot_classification,,en,,0.0,,convnext_base,wds/wds_fairface_test,0.0,,laion400m_s13b_b51k,0.0,convnext_base laion400m_s13b_b51k
,,,,,zeroshot_classification,,en,,0.0,,xlm-roberta-base-ViT-B-32,wds/wds_fairface_test,0.0,,laion5b_s13b_b90k,0.0,xlm-roberta-base-ViT-B-32 laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.0,,convnext_base_w_320,wds/wds_fairface_test,0.0,,laion_aesthetic_s13b_b82k_augreg,0.0,convnext_base_w_320 laion_aesthetic_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.0,,convnext_base_w_320,wds/wds_fairface_test,0.0,,laion_aesthetic_s13b_b82k,0.0,convnext_base_w_320 laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,0.0,,convnext_base_w,wds/wds_fairface_test,0.0,,laion_aesthetic_s13b_b82k,0.0,convnext_base_w laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,0.0,,EVA01-g-14-plus,wds/wds_fairface_test,0.0,,merged2b_s11b_b114k,0.0,EVA01-g-14-plus merged2b_s11b_b114k
,,,,,zeroshot_classification,,en,,0.0,,EVA02-L-14,wds/wds_fairface_test,0.0,,merged2b_s4b_b131k,0.0,EVA02-L-14 merged2b_s4b_b131k
,,,,,zeroshot_classification,,en,,0.0,,EVA02-L-14-336,wds/wds_fairface_test,0.0,,merged2b_s6b_b61k,0.0,EVA02-L-14-336 merged2b_s6b_b61k
,,,,,zeroshot_classification,,en,,0.0,,EVA02-B-16,wds/wds_fairface_test,0.0,,merged2b_s8b_b131k,0.0,EVA02-B-16 merged2b_s8b_b131k
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-16-quickgelu,wds/wds_fairface_test,0.0,,metaclip_400m,0.0,ViT-B-16-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-32-quickgelu,wds/wds_fairface_test,0.0,,metaclip_400m,0.0,ViT-B-32-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.0,,ViT-L-14-quickgelu,wds/wds_fairface_test,0.0,,metaclip_400m,0.0,ViT-L-14-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-16-quickgelu,wds/wds_fairface_test,0.0,,metaclip_fullcc,0.0,ViT-B-16-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-32-quickgelu,wds/wds_fairface_test,0.0,,metaclip_fullcc,0.0,ViT-B-32-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.0,,ViT-H-14-quickgelu,wds/wds_fairface_test,0.0,,metaclip_fullcc,0.0,ViT-H-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.0,,ViT-L-14-quickgelu,wds/wds_fairface_test,0.0,,metaclip_fullcc,0.0,ViT-L-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.0,,nllb-clip-base-siglip,wds/wds_fairface_test,0.0,,mrl,0.0,nllb-clip-base-siglip mrl
,,,,,zeroshot_classification,,en,,0.0,,nllb-clip-large-siglip,wds/wds_fairface_test,0.0,,mrl,0.0,nllb-clip-large-siglip mrl
,,,,,zeroshot_classification,,en,,0.0,,coca_ViT-B-32,wds/wds_fairface_test,0.0,,mscoco_finetuned_laion2b_s13b_b90k,0.0,coca_ViT-B-32 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.0,,coca_ViT-L-14,wds/wds_fairface_test,0.0,,mscoco_finetuned_laion2b_s13b_b90k,0.0,coca_ViT-L-14 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.0,,RN101,wds/wds_fairface_test,0.0,,openai,0.0,RN101 openai
,,,,,zeroshot_classification,,en,,0.0,,RN101-quickgelu,wds/wds_fairface_test,0.0,,openai,0.0,RN101-quickgelu openai
,,,,,zeroshot_classification,,en,,0.0,,RN50,wds/wds_fairface_test,0.0,,openai,0.0,RN50 openai
,,,,,zeroshot_classification,,en,,0.0,,RN50-quickgelu,wds/wds_fairface_test,0.0,,openai,0.0,RN50-quickgelu openai
,,,,,zeroshot_classification,,en,,0.0,,RN50x16,wds/wds_fairface_test,0.0,,openai,0.0,RN50x16 openai
,,,,,zeroshot_classification,,en,,0.0,,RN50x4,wds/wds_fairface_test,0.0,,openai,0.0,RN50x4 openai
,,,,,zeroshot_classification,,en,,0.0,,RN50x64,wds/wds_fairface_test,0.0,,openai,0.0,RN50x64 openai
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-16,wds/wds_fairface_test,0.0,,openai,0.0,ViT-B-16 openai
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-32,wds/wds_fairface_test,0.0,,openai,0.0,ViT-B-32 openai
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-32-quickgelu,wds/wds_fairface_test,0.0,,openai,0.0,ViT-B-32-quickgelu openai
,,,,,zeroshot_classification,,en,,0.0,,ViT-L-14-336,wds/wds_fairface_test,0.0,,openai,0.0,ViT-L-14-336 openai
,,,,,zeroshot_classification,,en,,0.0,,ViT-L-14,wds/wds_fairface_test,0.0,,openai,0.0,ViT-L-14 openai
,,,,,zeroshot_classification,,en,,0.0,,nllb-clip-base,wds/wds_fairface_test,0.0,,v1,0.0,nllb-clip-base v1
,,,,,zeroshot_classification,,en,,0.0,,nllb-clip-base-siglip,wds/wds_fairface_test,0.0,,v1,0.0,nllb-clip-base-siglip v1
,,,,,zeroshot_classification,,en,,0.0,,nllb-clip-large,wds/wds_fairface_test,0.0,,v1,0.0,nllb-clip-large v1
,,,,,zeroshot_classification,,en,,0.0,,nllb-clip-large-siglip,wds/wds_fairface_test,0.0,,v1,0.0,nllb-clip-large-siglip v1
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-16-SigLIP-256,wds/wds_fairface_test,0.0,,webli,0.0,ViT-B-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-16-SigLIP-384,wds/wds_fairface_test,0.0,,webli,0.0,ViT-B-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-16-SigLIP-512,wds/wds_fairface_test,0.0,,webli,0.0,ViT-B-16-SigLIP-512 webli
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-16-SigLIP,wds/wds_fairface_test,0.0,,webli,0.0,ViT-B-16-SigLIP webli
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-16-SigLIP-i18n-256,wds/wds_fairface_test,0.0,,webli,0.0,ViT-B-16-SigLIP-i18n-256 webli
,,,,,zeroshot_classification,,en,,0.0,,ViT-L-16-SigLIP-256,wds/wds_fairface_test,0.0,,webli,0.0,ViT-L-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,0.0,,ViT-L-16-SigLIP-384,wds/wds_fairface_test,0.0,,webli,0.0,ViT-L-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.0,,ViT-SO400M-14-SigLIP-384,wds/wds_fairface_test,0.0,,webli,0.0,ViT-SO400M-14-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.0,,ViT-SO400M-14-SigLIP,wds/wds_fairface_test,0.0,,webli,0.0,ViT-SO400M-14-SigLIP webli
,,,,,zeroshot_classification,,en,,0.0,,RN101,wds/wds_fairface_test,0.0,,yfcc15m,0.0,RN101 yfcc15m
,,,,,zeroshot_classification,,en,,0.0,,RN101-quickgelu,wds/wds_fairface_test,0.0,,yfcc15m,0.0,RN101-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,0.0,,RN50,wds/wds_fairface_test,0.0,,yfcc15m,0.0,RN50 yfcc15m
,,,,,zeroshot_classification,,en,,0.0,,RN50-quickgelu,wds/wds_fairface_test,0.0,,yfcc15m,0.0,RN50-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,0.08250825082508251,,RN50,wds/wds_fgvc_aircraft_test,0.017745098039215687,,cc12m,0.0177017701770177,RN50 cc12m
,,,,,zeroshot_classification,,en,,0.08700870087008701,,RN50-quickgelu,wds/wds_fgvc_aircraft_test,0.022254901960784314,,cc12m,0.022502250225022502,RN50-quickgelu cc12m
,,,,,zeroshot_classification,,en,,0.1563156315631563,,ViT-B-16,wds/wds_fgvc_aircraft_test,0.048360071301247774,,commonpool_l_basic_s1b_b8k,0.046804680468046804,ViT-B-16 commonpool_l_basic_s1b_b8k
,,,,,zeroshot_classification,,en,,0.264026402640264,,ViT-B-16,wds/wds_fgvc_aircraft_test,0.08278966131907309,,commonpool_l_clip_s1b_b8k,0.0819081908190819,ViT-B-16 commonpool_l_clip_s1b_b8k
,,,,,zeroshot_classification,,en,,0.24302430243024303,,ViT-B-16,wds/wds_fgvc_aircraft_test,0.07321746880570411,,commonpool_l_image_s1b_b8k,0.0735073507350735,ViT-B-16 commonpool_l_image_s1b_b8k
,,,,,zeroshot_classification,,en,,0.2085208520852085,,ViT-B-16,wds/wds_fgvc_aircraft_test,0.07173796791443851,,commonpool_l_laion_s1b_b8k,0.07200720072007201,ViT-B-16 commonpool_l_laion_s1b_b8k
,,,,,zeroshot_classification,,en,,0.11821182118211822,,ViT-B-16,wds/wds_fgvc_aircraft_test,0.03102495543672014,,commonpool_l_s1b_b8k,0.032103210321032104,ViT-B-16 commonpool_l_s1b_b8k
,,,,,zeroshot_classification,,en,,0.1572157215721572,,ViT-B-16,wds/wds_fgvc_aircraft_test,0.04507130124777184,,commonpool_l_text_s1b_b8k,0.045604560456045606,ViT-B-16 commonpool_l_text_s1b_b8k
,,,,,zeroshot_classification,,en,,0.0666066606660666,,ViT-B-32,wds/wds_fgvc_aircraft_test,0.01612299465240642,,commonpool_m_basic_s128m_b4k,0.0165016501650165,ViT-B-32 commonpool_m_basic_s128m_b4k
,,,,,zeroshot_classification,,en,,0.10201020102010201,,ViT-B-32,wds/wds_fgvc_aircraft_test,0.021862745098039215,,commonpool_m_clip_s128m_b4k,0.0222022202220222,ViT-B-32 commonpool_m_clip_s128m_b4k
,,,,,zeroshot_classification,,en,,0.09060906090609061,,ViT-B-32,wds/wds_fgvc_aircraft_test,0.021292335115864525,,commonpool_m_image_s128m_b4k,0.021902190219021903,ViT-B-32 commonpool_m_image_s128m_b4k
,,,,,zeroshot_classification,,en,,0.08040804080408041,,ViT-B-32,wds/wds_fgvc_aircraft_test,0.016871657754010696,,commonpool_m_laion_s128m_b4k,0.0168016801680168,ViT-B-32 commonpool_m_laion_s128m_b4k
,,,,,zeroshot_classification,,en,,0.061506150615061504,,ViT-B-32,wds/wds_fgvc_aircraft_test,0.012352941176470589,,commonpool_m_s128m_b4k,0.012601260126012601,ViT-B-32 commonpool_m_s128m_b4k
,,,,,zeroshot_classification,,en,,0.0708070807080708,,ViT-B-32,wds/wds_fgvc_aircraft_test,0.02085561497326203,,commonpool_m_text_s128m_b4k,0.021002100210021003,ViT-B-32 commonpool_m_text_s128m_b4k
,,,,,zeroshot_classification,,en,,0.051005100510051006,,ViT-B-32,wds/wds_fgvc_aircraft_test,0.010294117647058822,,commonpool_s_basic_s13m_b4k,0.0102010201020102,ViT-B-32 commonpool_s_basic_s13m_b4k
,,,,,zeroshot_classification,,en,,0.05490549054905491,,ViT-B-32,wds/wds_fgvc_aircraft_test,0.008618538324420676,,commonpool_s_clip_s13m_b4k,0.0084008400840084,ViT-B-32 commonpool_s_clip_s13m_b4k
,,,,,zeroshot_classification,,en,,0.054005400540054004,,ViT-B-32,wds/wds_fgvc_aircraft_test,0.011978609625668449,,commonpool_s_image_s13m_b4k,0.012001200120012,ViT-B-32 commonpool_s_image_s13m_b4k
,,,,,zeroshot_classification,,en,,0.050405040504050404,,ViT-B-32,wds/wds_fgvc_aircraft_test,0.013368983957219251,,commonpool_s_laion_s13m_b4k,0.013501350135013501,ViT-B-32 commonpool_s_laion_s13m_b4k
,,,,,zeroshot_classification,,en,,0.052805280528052806,,ViT-B-32,wds/wds_fgvc_aircraft_test,0.008065953654188949,,commonpool_s_s13m_b4k,0.008100810081008101,ViT-B-32 commonpool_s_s13m_b4k
,,,,,zeroshot_classification,,en,,0.056105610561056105,,ViT-B-32,wds/wds_fgvc_aircraft_test,0.01389483065953654,,commonpool_s_text_s13m_b4k,0.013801380138013802,ViT-B-32 commonpool_s_text_s13m_b4k
,,,,,zeroshot_classification,,en,,0.7938793879387939,,ViT-L-14,wds/wds_fgvc_aircraft_test,0.3850713012477719,,commonpool_xl_clip_s13b_b90k,0.38253825382538253,ViT-L-14 commonpool_xl_clip_s13b_b90k
,,,,,zeroshot_classification,,en,,0.6615661566156615,,ViT-L-14,wds/wds_fgvc_aircraft_test,0.2874598930481283,,commonpool_xl_laion_s13b_b90k,0.28802880288028804,ViT-L-14 commonpool_xl_laion_s13b_b90k
,,,,,zeroshot_classification,,en,,0.5214521452145214,,ViT-L-14,wds/wds_fgvc_aircraft_test,0.19602495543672016,,commonpool_xl_s13b_b90k,0.19621962196219622,ViT-L-14 commonpool_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.39693969396939693,,ViTamin-B,wds/wds_fgvc_aircraft_test,0.14397504456327984,,datacomp1b,0.14461446144614462,ViTamin-B datacomp1b
,,,,,zeroshot_classification,,en,,0.5970597059705971,,ViTamin-B-LTT,wds/wds_fgvc_aircraft_test,0.23679144385026735,,datacomp1b,0.23552355235523553,ViTamin-B-LTT datacomp1b
,,,,,zeroshot_classification,,en,,0.9342934293429342,,ViTamin-L2-256,wds/wds_fgvc_aircraft_test,0.5328342245989305,,datacomp1b,0.5337533753375338,ViTamin-L2-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.9342934293429342,,ViTamin-L2-336,wds/wds_fgvc_aircraft_test,0.5285472370766489,,datacomp1b,0.5286528652865287,ViTamin-L2-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9231923192319232,,ViTamin-L-256,wds/wds_fgvc_aircraft_test,0.4919964349376114,,datacomp1b,0.49294929492949296,ViTamin-L-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.9327932793279328,,ViTamin-L2,wds/wds_fgvc_aircraft_test,0.5171033868092691,,datacomp1b,0.5175517551755175,ViTamin-L2 datacomp1b
,,,,,zeroshot_classification,,en,,0.9240924092409241,,ViTamin-L-336,wds/wds_fgvc_aircraft_test,0.4923262032085561,,datacomp1b,0.49324932493249324,ViTamin-L-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9291929192919292,,ViTamin-L,wds/wds_fgvc_aircraft_test,0.489982174688057,,datacomp1b,0.49084908490849083,ViTamin-L datacomp1b
,,,,,zeroshot_classification,,en,,0.29912991299129915,,ViTamin-S,wds/wds_fgvc_aircraft_test,0.09612299465240642,,datacomp1b,0.09540954095409541,ViTamin-S datacomp1b
,,,,,zeroshot_classification,,en,,0.46444644464446444,,ViTamin-S-LTT,wds/wds_fgvc_aircraft_test,0.145222816399287,,datacomp1b,0.14491449144914492,ViTamin-S-LTT datacomp1b
,,,,,zeroshot_classification,,en,,0.9456945694569457,,ViTamin-XL-256,wds/wds_fgvc_aircraft_test,0.549705882352941,,datacomp1b,0.5493549354935493,ViTamin-XL-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.9558955895589559,,ViTamin-XL-336,wds/wds_fgvc_aircraft_test,0.5796880570409982,,datacomp1b,0.5805580558055805,ViTamin-XL-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9120912091209121,,ViTamin-XL-384,wds/wds_fgvc_aircraft_test,0.5038948306595364,,datacomp1b,0.5046504650465047,ViTamin-XL-384 datacomp1b
,,,,,zeroshot_classification,,en,,0.9606960696069607,,ViT-bigG-14-CLIPA-336,wds/wds_fgvc_aircraft_test,0.5557932263814618,,datacomp1b,0.5574557455745575,ViT-bigG-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9660966096609661,,ViT-bigG-14-CLIPA,wds/wds_fgvc_aircraft_test,0.5554723707664884,,datacomp1b,0.5571557155715572,ViT-bigG-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.9384938493849385,,ViT-H-14-CLIPA-336,wds/wds_fgvc_aircraft_test,0.47001782531194286,,datacomp1b,0.46894689468946893,ViT-H-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9336933693369337,,ViT-H-14-CLIPA,wds/wds_fgvc_aircraft_test,0.4744652406417112,,datacomp1b,0.4752475247524752,ViT-H-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.8736873687368737,,ViT-L-14-CLIPA-336,wds/wds_fgvc_aircraft_test,0.4266221033868093,,datacomp1b,0.42874287428742874,ViT-L-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.8760876087608761,,ViT-L-14-CLIPA,wds/wds_fgvc_aircraft_test,0.4298217468805705,,datacomp1b,0.43054305430543055,ViT-L-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.8043804380438044,,MobileCLIP-B,wds/wds_fgvc_aircraft_test,0.38337789661319077,,datacompdr_lt,0.38343834383438347,MobileCLIP-B datacompdr_lt
,,,,,zeroshot_classification,,en,,0.7767776777677767,,MobileCLIP-B,wds/wds_fgvc_aircraft_test,0.35680035650623887,,datacompdr,0.35733573357335735,MobileCLIP-B datacompdr
,,,,,zeroshot_classification,,en,,0.6162616261626163,,MobileCLIP-S1,wds/wds_fgvc_aircraft_test,0.26647950089126565,,datacompdr,0.26672667266726674,MobileCLIP-S1 datacompdr
,,,,,zeroshot_classification,,en,,0.6753675367536753,,MobileCLIP-S2,wds/wds_fgvc_aircraft_test,0.3065329768270944,,datacompdr,0.30483048304830485,MobileCLIP-S2 datacompdr
,,,,,zeroshot_classification,,en,,0.327032703270327,,ViT-B-16,wds/wds_fgvc_aircraft_test,0.09831550802139039,,datacomp_l_s1b_b8k,0.10111011101110111,ViT-B-16 datacomp_l_s1b_b8k
,,,,,zeroshot_classification,,en,,0.10831083108310831,,ViT-B-32,wds/wds_fgvc_aircraft_test,0.03035650623885918,,datacomp_m_s128m_b4k,0.0306030603060306,ViT-B-32 datacomp_m_s128m_b4k
,,,,,zeroshot_classification,,en,,0.771977197719772,,ViT-B-32-256,wds/wds_fgvc_aircraft_test,0.364554367201426,,datacomp_s34b_b86k,0.36633663366336633,ViT-B-32-256 datacomp_s34b_b86k
,,,,,zeroshot_classification,,en,,0.054005400540054004,,ViT-B-32,wds/wds_fgvc_aircraft_test,0.011978609625668449,,datacomp_s_s13m_b4k,0.012001200120012,ViT-B-32 datacomp_s_s13m_b4k
,,,,,zeroshot_classification,,en,,0.6708670867086709,,ViT-B-16,wds/wds_fgvc_aircraft_test,0.2988413547237077,,datacomp_xl_s13b_b90k,0.29912991299129915,ViT-B-16 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.6144614461446145,,ViT-B-32,wds/wds_fgvc_aircraft_test,0.24508021390374335,,datacomp_xl_s13b_b90k,0.24752475247524752,ViT-B-32 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8763876387638764,,ViT-L-14,wds/wds_fgvc_aircraft_test,0.4764616755793227,,datacomp_xl_s13b_b90k,0.47494749474947495,ViT-L-14 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.5715571557155715,,ViT-B-16,wds/wds_fgvc_aircraft_test,0.24819964349376114,,dfn2b,0.24812481248124812,ViT-B-16 dfn2b
,,,,,zeroshot_classification,,en,,0.8016801680168016,,ViT-L-14-quickgelu,wds/wds_fgvc_aircraft_test,0.3929590017825312,,dfn2b,0.3945394539453945,ViT-L-14-quickgelu dfn2b
,,,,,zeroshot_classification,,en,,0.9756975697569757,,ViT-H-14-378-quickgelu,wds/wds_fgvc_aircraft_test,0.7222103386809269,,dfn5b,0.7236723672367237,ViT-H-14-378-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,0.9801980198019802,,ViT-H-14-quickgelu,wds/wds_fgvc_aircraft_test,0.7137522281639928,,dfn5b,0.7152715271527152,ViT-H-14-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,0.8991899189918992,,xlm-roberta-large-ViT-H-14,wds/wds_fgvc_aircraft_test,0.46613190730837795,,frozen_laion5b_s13b_b90k,0.46684668466846685,xlm-roberta-large-ViT-H-14 frozen_laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.531953195319532,,ViT-B-32,wds/wds_fgvc_aircraft_test,0.2294830659536542,,laion2b_e16,0.2301230123012301,ViT-B-32 laion2b_e16
,,,,,zeroshot_classification,,en,,0.4584458445844585,,roberta-ViT-B-32,wds/wds_fgvc_aircraft_test,0.17338680926916222,,laion2b_s12b_b32k,0.17401740174017402,roberta-ViT-B-32 laion2b_s12b_b32k
,,,,,zeroshot_classification,,en,,0.7992799279927992,,ViT-g-14,wds/wds_fgvc_aircraft_test,0.3758645276292335,,laion2b_s12b_b42k,0.3771377137713771,ViT-g-14 laion2b_s12b_b42k
,,,,,zeroshot_classification,,en,,0.564056405640564,,convnext_base_w,wds/wds_fgvc_aircraft_test,0.2241354723707665,,laion2b_s13b_b82k_augreg,0.22442244224422442,convnext_base_w laion2b_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.6579657965796579,,convnext_base_w,wds/wds_fgvc_aircraft_test,0.28221925133689835,,laion2b_s13b_b82k,0.28352835283528355,convnext_base_w laion2b_s13b_b82k
,,,,,zeroshot_classification,,en,,0.49414941494149417,,coca_ViT-B-32,wds/wds_fgvc_aircraft_test,0.1884491978609626,,laion2b_s13b_b90k,0.18931893189318932,coca_ViT-B-32 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.780978097809781,,coca_ViT-L-14,wds/wds_fgvc_aircraft_test,0.3616577540106951,,laion2b_s13b_b90k,0.3633363336333633,coca_ViT-L-14 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.7524752475247525,,convnext_large_d,wds/wds_fgvc_aircraft_test,0.35949197860962573,,laion2b_s26b_b102k_augreg,0.3615361536153615,convnext_large_d laion2b_s26b_b102k_augreg
,,,,,zeroshot_classification,,en,,0.7614761476147615,,convnext_large_d_320,wds/wds_fgvc_aircraft_test,0.37700534759358284,,laion2b_s29b_b131k_ft,0.37983798379837985,convnext_large_d_320 laion2b_s29b_b131k_ft
,,,,,zeroshot_classification,,en,,0.7644764476447645,,convnext_large_d_320,wds/wds_fgvc_aircraft_test,0.36357397504456324,,laion2b_s29b_b131k_ft_soup,0.36423642364236425,convnext_large_d_320 laion2b_s29b_b131k_ft_soup
,,,,,zeroshot_classification,,en,,0.8358835883588359,,ViT-H-14,wds/wds_fgvc_aircraft_test,0.42650623885918004,,laion2b_s32b_b79k,0.42784278427842787,ViT-H-14 laion2b_s32b_b79k
,,,,,zeroshot_classification,,en,,0.7467746774677467,,ViT-L-14,wds/wds_fgvc_aircraft_test,0.3657754010695187,,laion2b_s32b_b82k,0.36783678367836786,ViT-L-14 laion2b_s32b_b82k
,,,,,zeroshot_classification,,en,,0.5733573357335734,,ViT-B-32,wds/wds_fgvc_aircraft_test,0.24295008912655974,,laion2b_s34b_b79k,0.2448244824482448,ViT-B-32 laion2b_s34b_b79k
,,,,,zeroshot_classification,,en,,0.8664866486648665,,convnext_xxlarge,wds/wds_fgvc_aircraft_test,0.4253030303030303,,laion2b_s34b_b82k_augreg,0.42484248424842486,convnext_xxlarge laion2b_s34b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.8598859885988599,,convnext_xxlarge,wds/wds_fgvc_aircraft_test,0.4383511586452763,,laion2b_s34b_b82k_augreg_rewind,0.4389438943894389,convnext_xxlarge laion2b_s34b_b82k_augreg_rewind
,,,,,zeroshot_classification,,en,,0.864986498649865,,convnext_xxlarge,wds/wds_fgvc_aircraft_test,0.4449286987522282,,laion2b_s34b_b82k_augreg_soup,0.44674467446744676,convnext_xxlarge laion2b_s34b_b82k_augreg_soup
,,,,,zeroshot_classification,,en,,0.6063606360636064,,ViT-B-16,wds/wds_fgvc_aircraft_test,0.26765597147950093,,laion2b_s34b_b88k,0.2694269426942694,ViT-B-16 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,0.8676867686768677,,ViT-g-14,wds/wds_fgvc_aircraft_test,0.445891265597148,,laion2b_s34b_b88k,0.44314431443144314,ViT-g-14 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,0.918991899189919,,ViT-bigG-14,wds/wds_fgvc_aircraft_test,0.4961764705882353,,laion2b_s39b_b160k,0.49504950495049505,ViT-bigG-14 laion2b_s39b_b160k
,,,,,zeroshot_classification,,en,,0.918091809180918,,EVA02-E-14,wds/wds_fgvc_aircraft_test,0.4903921568627451,,laion2b_s4b_b115k,0.48994899489948995,EVA02-E-14 laion2b_s4b_b115k
,,,,,zeroshot_classification,,en,,0.9492949294929492,,EVA02-E-14-plus,wds/wds_fgvc_aircraft_test,0.5377540106951871,,laion2b_s9b_b144k,0.5382538253825383,EVA02-E-14-plus laion2b_s9b_b144k
,,,,,zeroshot_classification,,en,,0.8061806180618062,,ViT-H-14-CLIPA-336,wds/wds_fgvc_aircraft_test,0.34492869875222815,,laion2b,0.3459345934593459,ViT-H-14-CLIPA-336 laion2b
,,,,,zeroshot_classification,,en,,0.44224422442244227,,ViT-B-16,wds/wds_fgvc_aircraft_test,0.1753565062388592,,laion400m_e31,0.17431743174317432,ViT-B-16 laion400m_e31
,,,,,zeroshot_classification,,en,,0.44734473447344736,,ViT-B-16-plus-240,wds/wds_fgvc_aircraft_test,0.18581105169340467,,laion400m_e31,0.18721872187218722,ViT-B-16-plus-240 laion400m_e31
,,,,,zeroshot_classification,,en,,0.38673867386738675,,ViT-B-32,wds/wds_fgvc_aircraft_test,0.1431016042780749,,laion400m_e31,0.14491449144914492,ViT-B-32 laion400m_e31
,,,,,zeroshot_classification,,en,,0.4071407140714071,,ViT-B-32-quickgelu,wds/wds_fgvc_aircraft_test,0.16636363636363638,,laion400m_e31,0.16801680168016803,ViT-B-32-quickgelu laion400m_e31
,,,,,zeroshot_classification,,en,,0.5937593759375938,,ViT-L-14,wds/wds_fgvc_aircraft_test,0.24530303030303036,,laion400m_e31,0.24662466246624662,ViT-L-14 laion400m_e31
,,,,,zeroshot_classification,,en,,0.44914491449144917,,ViT-B-16,wds/wds_fgvc_aircraft_test,0.1777361853832442,,laion400m_e32,0.1779177917791779,ViT-B-16 laion400m_e32
,,,,,zeroshot_classification,,en,,0.44284428442844287,,ViT-B-16-plus-240,wds/wds_fgvc_aircraft_test,0.18582887700534761,,laion400m_e32,0.1863186318631863,ViT-B-16-plus-240 laion400m_e32
,,,,,zeroshot_classification,,en,,0.38913891389138916,,ViT-B-32,wds/wds_fgvc_aircraft_test,0.14580213903743316,,laion400m_e32,0.14641464146414643,ViT-B-32 laion400m_e32
,,,,,zeroshot_classification,,en,,0.4095409540954095,,ViT-B-32-quickgelu,wds/wds_fgvc_aircraft_test,0.16576648841354724,,laion400m_e32,0.16711671167116712,ViT-B-32-quickgelu laion400m_e32
,,,,,zeroshot_classification,,en,,0.6027602760276027,,ViT-L-14,wds/wds_fgvc_aircraft_test,0.25044563279857396,,laion400m_e32,0.2508250825082508,ViT-L-14 laion400m_e32
,,,,,zeroshot_classification,,en,,0.738973897389739,,EVA01-g-14,wds/wds_fgvc_aircraft_test,0.3235115864527629,,laion400m_s11b_b41k,0.32283228322832286,EVA01-g-14 laion400m_s11b_b41k
,,,,,zeroshot_classification,,en,,0.42694269426942694,,convnext_base,wds/wds_fgvc_aircraft_test,0.15594474153297683,,laion400m_s13b_b51k,0.1563156315631563,convnext_base laion400m_s13b_b51k
,,,,,zeroshot_classification,,en,,0.6456645664566457,,xlm-roberta-base-ViT-B-32,wds/wds_fgvc_aircraft_test,0.2665329768270944,,laion5b_s13b_b90k,0.26732673267326734,xlm-roberta-base-ViT-B-32 laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.6057605760576058,,convnext_base_w_320,wds/wds_fgvc_aircraft_test,0.26564171122994656,,laion_aesthetic_s13b_b82k_augreg,0.2625262526252625,convnext_base_w_320 laion_aesthetic_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.6279627962796279,,convnext_base_w_320,wds/wds_fgvc_aircraft_test,0.284554367201426,,laion_aesthetic_s13b_b82k,0.2859285928592859,convnext_base_w_320 laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,0.6243624362436243,,convnext_base_w,wds/wds_fgvc_aircraft_test,0.29198752228163993,,laion_aesthetic_s13b_b82k,0.29282928292829286,convnext_base_w laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,0.816981698169817,,EVA01-g-14-plus,wds/wds_fgvc_aircraft_test,0.39286096256684494,,merged2b_s11b_b114k,0.3933393339333933,EVA01-g-14-plus merged2b_s11b_b114k
,,,,,zeroshot_classification,,en,,0.8046804680468047,,EVA02-L-14,wds/wds_fgvc_aircraft_test,0.36230837789661313,,merged2b_s4b_b131k,0.3621362136213621,EVA02-L-14 merged2b_s4b_b131k
,,,,,zeroshot_classification,,en,,0.8268826882688269,,EVA02-L-14-336,wds/wds_fgvc_aircraft_test,0.3778966131907308,,merged2b_s6b_b61k,0.37743774377437744,EVA02-L-14-336 merged2b_s6b_b61k
,,,,,zeroshot_classification,,en,,0.6660666066606661,,EVA02-B-16,wds/wds_fgvc_aircraft_test,0.24967914438502675,,merged2b_s8b_b131k,0.24992499249924993,EVA02-B-16 merged2b_s8b_b131k
,,,,,zeroshot_classification,,en,,0.6693669366936693,,ViT-B-16-quickgelu,wds/wds_fgvc_aircraft_test,0.2841800356506239,,metaclip_400m,0.28472847284728475,ViT-B-16-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.6273627362736274,,ViT-B-32-quickgelu,wds/wds_fgvc_aircraft_test,0.2688770053475936,,metaclip_400m,0.2682268226822682,ViT-B-32-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.8304830483048304,,ViT-L-14-quickgelu,wds/wds_fgvc_aircraft_test,0.40040998217468804,,metaclip_400m,0.39993999399939995,ViT-L-14-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.7095709570957096,,ViT-B-16-quickgelu,wds/wds_fgvc_aircraft_test,0.3068003565062389,,metaclip_fullcc,0.3057305730573057,ViT-B-16-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.6420642064206421,,ViT-B-32-quickgelu,wds/wds_fgvc_aircraft_test,0.2708199643493761,,metaclip_fullcc,0.27032703270327035,ViT-B-32-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.9312931293129313,,ViT-H-14-quickgelu,wds/wds_fgvc_aircraft_test,0.5117023172905527,,metaclip_fullcc,0.5103510351035103,ViT-H-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.8973897389738974,,ViT-L-14-quickgelu,wds/wds_fgvc_aircraft_test,0.4509982174688057,,metaclip_fullcc,0.4515451545154515,ViT-L-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.05520552055205521,,nllb-clip-base-siglip,wds/wds_fgvc_aircraft_test,0.01142602495543672,,mrl,0.011401140114011402,nllb-clip-base-siglip mrl
,,,,,zeroshot_classification,,en,,0.09750975097509751,,nllb-clip-large-siglip,wds/wds_fgvc_aircraft_test,0.030035650623885916,,mrl,0.030303030303030304,nllb-clip-large-siglip mrl
,,,,,zeroshot_classification,,en,,0.05160516051605161,,coca_ViT-B-32,wds/wds_fgvc_aircraft_test,0.013636363636363636,,mscoco_finetuned_laion2b_s13b_b90k,0.013501350135013501,coca_ViT-B-32 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.5472547254725473,,coca_ViT-L-14,wds/wds_fgvc_aircraft_test,0.23353832442067735,,mscoco_finetuned_laion2b_s13b_b90k,0.23552355235523553,coca_ViT-L-14 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.46684668466846685,,RN101,wds/wds_fgvc_aircraft_test,0.18408199643493758,,openai,0.1854185418541854,RN101 openai
,,,,,zeroshot_classification,,en,,0.46684668466846685,,RN101-quickgelu,wds/wds_fgvc_aircraft_test,0.18408199643493758,,openai,0.1854185418541854,RN101-quickgelu openai
,,,,,zeroshot_classification,,en,,0.4602460246024602,,RN50,wds/wds_fgvc_aircraft_test,0.17179144385026734,,openai,0.1698169816981698,RN50 openai
,,,,,zeroshot_classification,,en,,0.4602460246024602,,RN50-quickgelu,wds/wds_fgvc_aircraft_test,0.17179144385026734,,openai,0.1698169816981698,RN50-quickgelu openai
,,,,,zeroshot_classification,,en,,0.6066606660666066,,RN50x16,wds/wds_fgvc_aircraft_test,0.27619429590017824,,openai,0.2769276927692769,RN50x16 openai
,,,,,zeroshot_classification,,en,,0.5442544254425442,,RN50x4,wds/wds_fgvc_aircraft_test,0.20993761140819966,,openai,0.21212121212121213,RN50x4 openai
,,,,,zeroshot_classification,,en,,0.720972097209721,,RN50x64,wds/wds_fgvc_aircraft_test,0.30845811051693406,,openai,0.309030903090309,RN50x64 openai
,,,,,zeroshot_classification,,en,,0.6051605160516051,,ViT-B-16,wds/wds_fgvc_aircraft_test,0.24271836007130126,,openai,0.24422442244224424,ViT-B-16 openai
,,,,,zeroshot_classification,,en,,0.4971497149714971,,ViT-B-32,wds/wds_fgvc_aircraft_test,0.19498217468805706,,openai,0.19531953195319532,ViT-B-32 openai
,,,,,zeroshot_classification,,en,,0.4971497149714971,,ViT-B-32-quickgelu,wds/wds_fgvc_aircraft_test,0.19498217468805706,,openai,0.19531953195319532,ViT-B-32-quickgelu openai
,,,,,zeroshot_classification,,en,,0.7860786078607861,,ViT-L-14-336,wds/wds_fgvc_aircraft_test,0.334331550802139,,openai,0.33303330333033304,ViT-L-14-336 openai
,,,,,zeroshot_classification,,en,,0.7806780678067807,,ViT-L-14,wds/wds_fgvc_aircraft_test,0.3166042780748663,,openai,0.3177317731773177,ViT-L-14 openai
,,,,,zeroshot_classification,,en,,0.0822082208220822,,nllb-clip-base,wds/wds_fgvc_aircraft_test,0.018832442067736183,,v1,0.018901890189018902,nllb-clip-base v1
,,,,,zeroshot_classification,,en,,0.06780678067806781,,nllb-clip-base-siglip,wds/wds_fgvc_aircraft_test,0.01764705882352941,,v1,0.0177017701770177,nllb-clip-base-siglip v1
,,,,,zeroshot_classification,,en,,0.09420942094209421,,nllb-clip-large,wds/wds_fgvc_aircraft_test,0.0224331550802139,,v1,0.0222022202220222,nllb-clip-large v1
,,,,,zeroshot_classification,,en,,0.10621062106210621,,nllb-clip-large-siglip,wds/wds_fgvc_aircraft_test,0.030811051693404635,,v1,0.031203120312031204,nllb-clip-large-siglip v1
,,,,,zeroshot_classification,,en,,0.783978397839784,,ViT-B-16-SigLIP-256,wds/wds_fgvc_aircraft_test,0.44754010695187163,,webli,0.44704470447044703,ViT-B-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,0.7941794179417941,,ViT-B-16-SigLIP-384,wds/wds_fgvc_aircraft_test,0.45189839572192514,,webli,0.45064506450645064,ViT-B-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.7995799579957996,,ViT-B-16-SigLIP-512,wds/wds_fgvc_aircraft_test,0.4515329768270946,,webli,0.4521452145214521,ViT-B-16-SigLIP-512 webli
,,,,,zeroshot_classification,,en,,0.7794779477947795,,ViT-B-16-SigLIP,wds/wds_fgvc_aircraft_test,0.438903743315508,,webli,0.4383438343834383,ViT-B-16-SigLIP webli
,,,,,zeroshot_classification,,en,,0.7257725772577258,,ViT-B-16-SigLIP-i18n-256,wds/wds_fgvc_aircraft_test,0.3324598930481284,,webli,0.33303330333033304,ViT-B-16-SigLIP-i18n-256 webli
,,,,,zeroshot_classification,,en,,0.8841884188418841,,ViT-L-16-SigLIP-256,wds/wds_fgvc_aircraft_test,0.5261764705882352,,webli,0.5262526252625263,ViT-L-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,0.9003900390039004,,ViT-L-16-SigLIP-384,wds/wds_fgvc_aircraft_test,0.5312121212121212,,webli,0.5304530453045304,ViT-L-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.9246924692469247,,ViT-SO400M-14-SigLIP-384,wds/wds_fgvc_aircraft_test,0.6062388591800357,,webli,0.6051605160516051,ViT-SO400M-14-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.9150915091509151,,ViT-SO400M-14-SigLIP,wds/wds_fgvc_aircraft_test,0.602896613190731,,webli,0.6039603960396039,ViT-SO400M-14-SigLIP webli
,,,,,zeroshot_classification,,en,,0.17581758175817583,,RN101,wds/wds_fgvc_aircraft_test,0.04425133689839572,,yfcc15m,0.0444044404440444,RN101 yfcc15m
,,,,,zeroshot_classification,,en,,0.1701170117011701,,RN101-quickgelu,wds/wds_fgvc_aircraft_test,0.0423440285204991,,yfcc15m,0.0426042604260426,RN101-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,0.15181518151815182,,RN50,wds/wds_fgvc_aircraft_test,0.0367379679144385,,yfcc15m,0.037803780378037805,RN50 yfcc15m
,,,,,zeroshot_classification,,en,,0.14401440144014402,,RN50-quickgelu,wds/wds_fgvc_aircraft_test,0.03772727272727273,,yfcc15m,0.0372037203720372,RN50-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,0.7203168316831683,,RN50,wds/wds_food101_test,0.42411881188118816,,cc12m,0.4245148514851485,RN50 cc12m
,,,,,zeroshot_classification,,en,,0.7386930693069307,,RN50-quickgelu,wds/wds_food101_test,0.43928712871287123,,cc12m,0.43897029702970297,RN50-quickgelu cc12m
,,,,,zeroshot_classification,,en,,0.9436039603960396,,ViT-B-16,wds/wds_food101_test,0.7464158415841584,,commonpool_l_basic_s1b_b8k,0.7462178217821782,ViT-B-16 commonpool_l_basic_s1b_b8k
,,,,,zeroshot_classification,,en,,0.964039603960396,,ViT-B-16,wds/wds_food101_test,0.7998019801980198,,commonpool_l_clip_s1b_b8k,0.7996831683168317,ViT-B-16 commonpool_l_clip_s1b_b8k
,,,,,zeroshot_classification,,en,,0.957069306930693,,ViT-B-16,wds/wds_food101_test,0.779841584158416,,commonpool_l_image_s1b_b8k,0.7796435643564357,ViT-B-16 commonpool_l_image_s1b_b8k
,,,,,zeroshot_classification,,en,,0.9506534653465346,,ViT-B-16,wds/wds_food101_test,0.766138613861386,,commonpool_l_laion_s1b_b8k,0.7659009900990099,ViT-B-16 commonpool_l_laion_s1b_b8k
,,,,,zeroshot_classification,,en,,0.9171089108910891,,ViT-B-16,wds/wds_food101_test,0.6733069306930691,,commonpool_l_s1b_b8k,0.6732673267326733,ViT-B-16 commonpool_l_s1b_b8k
,,,,,zeroshot_classification,,en,,0.9565148514851485,,ViT-B-16,wds/wds_food101_test,0.7723564356435643,,commonpool_l_text_s1b_b8k,0.7725940594059406,ViT-B-16 commonpool_l_text_s1b_b8k
,,,,,zeroshot_classification,,en,,0.6106930693069307,,ViT-B-32,wds/wds_food101_test,0.31671287128712866,,commonpool_m_basic_s128m_b4k,0.31663366336633664,ViT-B-32 commonpool_m_basic_s128m_b4k
,,,,,zeroshot_classification,,en,,0.7046336633663366,,ViT-B-32,wds/wds_food101_test,0.400039603960396,,commonpool_m_clip_s128m_b4k,0.39992079207920794,ViT-B-32 commonpool_m_clip_s128m_b4k
,,,,,zeroshot_classification,,en,,0.6550495049504951,,ViT-B-32,wds/wds_food101_test,0.3550891089108911,,commonpool_m_image_s128m_b4k,0.3553267326732673,ViT-B-32 commonpool_m_image_s128m_b4k
,,,,,zeroshot_classification,,en,,0.6008712871287128,,ViT-B-32,wds/wds_food101_test,0.3128316831683169,,commonpool_m_laion_s128m_b4k,0.31302970297029703,ViT-B-32 commonpool_m_laion_s128m_b4k
,,,,,zeroshot_classification,,en,,0.5134653465346535,,ViT-B-32,wds/wds_food101_test,0.2344158415841584,,commonpool_m_s128m_b4k,0.23449504950495048,ViT-B-32 commonpool_m_s128m_b4k
,,,,,zeroshot_classification,,en,,0.6504950495049505,,ViT-B-32,wds/wds_food101_test,0.35647524752475246,,commonpool_m_text_s128m_b4k,0.35706930693069305,ViT-B-32 commonpool_m_text_s128m_b4k
,,,,,zeroshot_classification,,en,,0.1939009900990099,,ViT-B-32,wds/wds_food101_test,0.05869306930693068,,commonpool_s_basic_s13m_b4k,0.05877227722772277,ViT-B-32 commonpool_s_basic_s13m_b4k
,,,,,zeroshot_classification,,en,,0.2516831683168317,,ViT-B-32,wds/wds_food101_test,0.07992079207920794,,commonpool_s_clip_s13m_b4k,0.07984158415841584,ViT-B-32 commonpool_s_clip_s13m_b4k
,,,,,zeroshot_classification,,en,,0.20617821782178217,,ViT-B-32,wds/wds_food101_test,0.06035643564356435,,commonpool_s_image_s13m_b4k,0.06047524752475247,ViT-B-32 commonpool_s_image_s13m_b4k
,,,,,zeroshot_classification,,en,,0.18265346534653465,,ViT-B-32,wds/wds_food101_test,0.050099009900990095,,commonpool_s_laion_s13m_b4k,0.05001980198019802,ViT-B-32 commonpool_s_laion_s13m_b4k
,,,,,zeroshot_classification,,en,,0.16625742574257427,,ViT-B-32,wds/wds_food101_test,0.04728712871287129,,commonpool_s_s13m_b4k,0.04712871287128713,ViT-B-32 commonpool_s_s13m_b4k
,,,,,zeroshot_classification,,en,,0.20467326732673266,,ViT-B-32,wds/wds_food101_test,0.06158415841584159,,commonpool_s_text_s13m_b4k,0.0617029702970297,ViT-B-32 commonpool_s_text_s13m_b4k
,,,,,zeroshot_classification,,en,,0.9935841584158416,,ViT-L-14,wds/wds_food101_test,0.9356039603960397,,commonpool_xl_clip_s13b_b90k,0.9356831683168317,ViT-L-14 commonpool_xl_clip_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9913663366336634,,ViT-L-14,wds/wds_food101_test,0.9199999999999999,,commonpool_xl_laion_s13b_b90k,0.919960396039604,ViT-L-14 commonpool_xl_laion_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9889504950495049,,ViT-L-14,wds/wds_food101_test,0.9106138613861389,,commonpool_xl_s13b_b90k,0.9105346534653466,ViT-L-14 commonpool_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9843564356435643,,ViTamin-B,wds/wds_food101_test,0.8795643564356437,,datacomp1b,0.8796831683168317,ViTamin-B datacomp1b
,,,,,zeroshot_classification,,en,,0.9863762376237624,,ViTamin-B-LTT,wds/wds_food101_test,0.8846336633663365,,datacomp1b,0.8847524752475248,ViTamin-B-LTT datacomp1b
,,,,,zeroshot_classification,,en,,0.9960792079207921,,ViTamin-L2-256,wds/wds_food101_test,0.955049504950495,,datacomp1b,0.955009900990099,ViTamin-L2-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.996,,ViTamin-L2-336,wds/wds_food101_test,0.958059405940594,,datacomp1b,0.9580990099009901,ViTamin-L2-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9959207920792079,,ViTamin-L-256,wds/wds_food101_test,0.9529108910891091,,datacomp1b,0.9528712871287128,ViTamin-L-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.9952871287128713,,ViTamin-L2,wds/wds_food101_test,0.9506534653465348,,datacomp1b,0.9506138613861386,ViTamin-L2 datacomp1b
,,,,,zeroshot_classification,,en,,0.9965544554455446,,ViTamin-L-336,wds/wds_food101_test,0.9558415841584158,,datacomp1b,0.9558415841584158,ViTamin-L-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9955643564356436,,ViTamin-L,wds/wds_food101_test,0.9494653465346533,,datacomp1b,0.9494257425742574,ViTamin-L datacomp1b
,,,,,zeroshot_classification,,en,,0.9664950495049505,,ViTamin-S,wds/wds_food101_test,0.8191683168316829,,datacomp1b,0.8192871287128712,ViTamin-S datacomp1b
,,,,,zeroshot_classification,,en,,0.970059405940594,,ViTamin-S-LTT,wds/wds_food101_test,0.8218613861386139,,datacomp1b,0.8219009900990099,ViTamin-S-LTT datacomp1b
,,,,,zeroshot_classification,,en,,0.9963168316831683,,ViTamin-XL-256,wds/wds_food101_test,0.9567128712871287,,datacomp1b,0.9565940594059406,ViTamin-XL-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.996990099009901,,ViTamin-XL-336,wds/wds_food101_test,0.9590099009900992,,datacomp1b,0.9589702970297029,ViTamin-XL-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9955643564356436,,ViTamin-XL-384,wds/wds_food101_test,0.9524752475247523,,datacomp1b,0.9523960396039604,ViTamin-XL-384 datacomp1b
,,,,,zeroshot_classification,,en,,0.9968316831683168,,ViT-bigG-14-CLIPA-336,wds/wds_food101_test,0.9622574257425743,,datacomp1b,0.9622970297029703,ViT-bigG-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9963168316831683,,ViT-bigG-14-CLIPA,wds/wds_food101_test,0.9582970297029701,,datacomp1b,0.9582970297029703,ViT-bigG-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.9961584158415842,,ViT-H-14-CLIPA-336,wds/wds_food101_test,0.9572277227722773,,datacomp1b,0.9572277227722772,ViT-H-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9958811881188119,,ViT-H-14-CLIPA,wds/wds_food101_test,0.9554059405940593,,datacomp1b,0.9554059405940594,ViT-H-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.9944950495049505,,ViT-L-14-CLIPA-336,wds/wds_food101_test,0.9455841584158415,,datacomp1b,0.9455445544554455,ViT-L-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9938217821782178,,ViT-L-14-CLIPA,wds/wds_food101_test,0.9417029702970297,,datacomp1b,0.9416633663366336,ViT-L-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.9923168316831683,,MobileCLIP-B,wds/wds_food101_test,0.9256633663366338,,datacompdr_lt,0.9256633663366337,MobileCLIP-B datacompdr_lt
,,,,,zeroshot_classification,,en,,0.9918019801980198,,MobileCLIP-B,wds/wds_food101_test,0.9260198019801981,,datacompdr,0.925980198019802,MobileCLIP-B datacompdr
,,,,,zeroshot_classification,,en,,0.9832871287128713,,MobileCLIP-S1,wds/wds_food101_test,0.8786930693069307,,datacompdr,0.8787722772277228,MobileCLIP-S1 datacompdr
,,,,,zeroshot_classification,,en,,0.9871683168316832,,MobileCLIP-S2,wds/wds_food101_test,0.8967128712871288,,datacompdr,0.8967128712871287,MobileCLIP-S2 datacompdr
,,,,,zeroshot_classification,,en,,0.9716039603960396,,ViT-B-16,wds/wds_food101_test,0.8310891089108912,,datacomp_l_s1b_b8k,0.8311683168316831,ViT-B-16 datacomp_l_s1b_b8k
,,,,,zeroshot_classification,,en,,0.7161980198019802,,ViT-B-32,wds/wds_food101_test,0.41651485148514855,,datacomp_m_s128m_b4k,0.4165940594059406,ViT-B-32 datacomp_m_s128m_b4k
,,,,,zeroshot_classification,,en,,0.9850693069306931,,ViT-B-32-256,wds/wds_food101_test,0.8905742574257425,,datacomp_s34b_b86k,0.8907326732673267,ViT-B-32-256 datacomp_s34b_b86k
,,,,,zeroshot_classification,,en,,0.20617821782178217,,ViT-B-32,wds/wds_food101_test,0.06035643564356435,,datacomp_s_s13m_b4k,0.06047524752475247,ViT-B-32 datacomp_s_s13m_b4k
,,,,,zeroshot_classification,,en,,0.9877623762376238,,ViT-B-16,wds/wds_food101_test,0.9049900990099011,,datacomp_xl_s13b_b90k,0.904950495049505,ViT-B-16 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9788910891089109,,ViT-B-32,wds/wds_food101_test,0.8627722772277227,,datacomp_xl_s13b_b90k,0.863049504950495,ViT-B-32 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9943366336633663,,ViT-L-14,wds/wds_food101_test,0.9452277227722773,,datacomp_xl_s13b_b90k,0.9451089108910891,ViT-L-14 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9880792079207921,,ViT-B-16,wds/wds_food101_test,0.9131089108910891,,dfn2b,0.9131089108910891,ViT-B-16 dfn2b
,,,,,zeroshot_classification,,en,,0.9940990099009901,,ViT-L-14-quickgelu,wds/wds_food101_test,0.9458217821782179,,dfn2b,0.9457821782178217,ViT-L-14-quickgelu dfn2b
,,,,,zeroshot_classification,,en,,0.9964752475247525,,ViT-H-14-378-quickgelu,wds/wds_food101_test,0.9624554455445543,,dfn5b,0.9623762376237623,ViT-H-14-378-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,0.9959207920792079,,ViT-H-14-quickgelu,wds/wds_food101_test,0.9567128712871287,,dfn5b,0.9568712871287128,ViT-H-14-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,0.992039603960396,,xlm-roberta-large-ViT-H-14,wds/wds_food101_test,0.9237623762376239,,frozen_laion5b_s13b_b90k,0.9236831683168317,xlm-roberta-large-ViT-H-14 frozen_laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9656237623762376,,ViT-B-32,wds/wds_food101_test,0.8164752475247524,,laion2b_e16,0.8165148514851485,ViT-B-32 laion2b_e16
,,,,,zeroshot_classification,,en,,0.955089108910891,,roberta-ViT-B-32,wds/wds_food101_test,0.7813069306930692,,laion2b_s12b_b32k,0.7812673267326733,roberta-ViT-B-32 laion2b_s12b_b32k
,,,,,zeroshot_classification,,en,,0.9906534653465346,,ViT-g-14,wds/wds_food101_test,0.9154851485148515,,laion2b_s12b_b42k,0.9155247524752476,ViT-g-14 laion2b_s12b_b42k
,,,,,zeroshot_classification,,en,,0.9818613861386138,,convnext_base_w,wds/wds_food101_test,0.8676039603960395,,laion2b_s13b_b82k_augreg,0.8675247524752475,convnext_base_w laion2b_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.9808712871287129,,convnext_base_w,wds/wds_food101_test,0.8713663366336635,,laion2b_s13b_b82k,0.8712871287128713,convnext_base_w laion2b_s13b_b82k
,,,,,zeroshot_classification,,en,,0.9547722772277227,,coca_ViT-B-32,wds/wds_food101_test,0.7899009900990099,,laion2b_s13b_b90k,0.7899009900990099,coca_ViT-B-32 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9879207920792079,,coca_ViT-L-14,wds/wds_food101_test,0.9043960396039605,,laion2b_s13b_b90k,0.9043960396039604,coca_ViT-L-14 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9888316831683168,,convnext_large_d,wds/wds_food101_test,0.9055841584158416,,laion2b_s26b_b102k_augreg,0.9057425742574258,convnext_large_d laion2b_s26b_b102k_augreg
,,,,,zeroshot_classification,,en,,0.9901782178217822,,convnext_large_d_320,wds/wds_food101_test,0.916118811881188,,laion2b_s29b_b131k_ft,0.916,convnext_large_d_320 laion2b_s29b_b131k_ft
,,,,,zeroshot_classification,,en,,0.9907326732673267,,convnext_large_d_320,wds/wds_food101_test,0.9161188118811882,,laion2b_s29b_b131k_ft_soup,0.9160396039603961,convnext_large_d_320 laion2b_s29b_b131k_ft_soup
,,,,,zeroshot_classification,,en,,0.9921188118811881,,ViT-H-14,wds/wds_food101_test,0.9271683168316833,,laion2b_s32b_b79k,0.9272475247524753,ViT-H-14 laion2b_s32b_b79k
,,,,,zeroshot_classification,,en,,0.9885940594059406,,ViT-L-14,wds/wds_food101_test,0.9099405940594059,,laion2b_s32b_b82k,0.9100594059405941,ViT-L-14 laion2b_s32b_b82k
,,,,,zeroshot_classification,,en,,0.9683168316831683,,ViT-B-32,wds/wds_food101_test,0.8268514851485146,,laion2b_s34b_b79k,0.8267326732673267,ViT-B-32 laion2b_s34b_b79k
,,,,,zeroshot_classification,,en,,0.9929108910891089,,convnext_xxlarge,wds/wds_food101_test,0.9295445544554457,,laion2b_s34b_b82k_augreg,0.9295445544554456,convnext_xxlarge laion2b_s34b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.9935049504950495,,convnext_xxlarge,wds/wds_food101_test,0.9306138613861387,,laion2b_s34b_b82k_augreg_rewind,0.9307326732673268,convnext_xxlarge laion2b_s34b_b82k_augreg_rewind
,,,,,zeroshot_classification,,en,,0.9937029702970297,,convnext_xxlarge,wds/wds_food101_test,0.9321980198019802,,laion2b_s34b_b82k_augreg_soup,0.9321980198019802,convnext_xxlarge laion2b_s34b_b82k_augreg_soup
,,,,,zeroshot_classification,,en,,0.9796039603960396,,ViT-B-16,wds/wds_food101_test,0.865980198019802,,laion2b_s34b_b88k,0.8662178217821782,ViT-B-16 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,0.9911287128712871,,ViT-g-14,wds/wds_food101_test,0.9238811881188118,,laion2b_s34b_b88k,0.923920792079208,ViT-g-14 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,0.9934653465346535,,ViT-bigG-14,wds/wds_food101_test,0.9307722772277227,,laion2b_s39b_b160k,0.930930693069307,ViT-bigG-14 laion2b_s39b_b160k
,,,,,zeroshot_classification,,en,,0.9957227722772277,,EVA02-E-14,wds/wds_food101_test,0.9523168316831683,,laion2b_s4b_b115k,0.9522772277227722,EVA02-E-14 laion2b_s4b_b115k
,,,,,zeroshot_classification,,en,,0.9958019801980198,,EVA02-E-14-plus,wds/wds_food101_test,0.9493861386138615,,laion2b_s9b_b144k,0.9495445544554455,EVA02-E-14-plus laion2b_s9b_b144k
,,,,,zeroshot_classification,,en,,0.9933861386138614,,ViT-H-14-CLIPA-336,wds/wds_food101_test,0.9304554455445544,,laion2b,0.9304950495049505,ViT-H-14-CLIPA-336 laion2b
,,,,,zeroshot_classification,,en,,0.9776237623762376,,ViT-B-16,wds/wds_food101_test,0.8584158415841586,,laion400m_e31,0.8584950495049505,ViT-B-16 laion400m_e31
,,,,,zeroshot_classification,,en,,0.980990099009901,,ViT-B-16-plus-240,wds/wds_food101_test,0.8733465346534653,,laion400m_e31,0.8737029702970297,ViT-B-16-plus-240 laion400m_e31
,,,,,zeroshot_classification,,en,,0.9515643564356435,,ViT-B-32,wds/wds_food101_test,0.7811881188118812,,laion400m_e31,0.7816237623762377,ViT-B-32 laion400m_e31
,,,,,zeroshot_classification,,en,,0.9623366336633663,,ViT-B-32-quickgelu,wds/wds_food101_test,0.8079603960396041,,laion400m_e31,0.8078811881188119,ViT-B-32-quickgelu laion400m_e31
,,,,,zeroshot_classification,,en,,0.9868910891089109,,ViT-L-14,wds/wds_food101_test,0.9003168316831685,,laion400m_e31,0.9003168316831683,ViT-L-14 laion400m_e31
,,,,,zeroshot_classification,,en,,0.9775445544554455,,ViT-B-16,wds/wds_food101_test,0.8613069306930695,,laion400m_e32,0.8613465346534653,ViT-B-16 laion400m_e32
,,,,,zeroshot_classification,,en,,0.9817029702970297,,ViT-B-16-plus-240,wds/wds_food101_test,0.8735841584158417,,laion400m_e32,0.8735049504950495,ViT-B-16-plus-240 laion400m_e32
,,,,,zeroshot_classification,,en,,0.9525148514851485,,ViT-B-32,wds/wds_food101_test,0.7818217821782179,,laion400m_e32,0.7818217821782179,ViT-B-32 laion400m_e32
,,,,,zeroshot_classification,,en,,0.9625346534653465,,ViT-B-32-quickgelu,wds/wds_food101_test,0.8083960396039604,,laion400m_e32,0.8084752475247525,ViT-B-32-quickgelu laion400m_e32
,,,,,zeroshot_classification,,en,,0.9873663366336634,,ViT-L-14,wds/wds_food101_test,0.9006336633663368,,laion400m_e32,0.9007920792079208,ViT-L-14 laion400m_e32
,,,,,zeroshot_classification,,en,,0.9931881188118812,,EVA01-g-14,wds/wds_food101_test,0.9346138613861384,,laion400m_s11b_b41k,0.9346138613861387,EVA01-g-14 laion400m_s11b_b41k
,,,,,zeroshot_classification,,en,,0.9774653465346534,,convnext_base,wds/wds_food101_test,0.8514455445544555,,laion400m_s13b_b51k,0.8515247524752475,convnext_base laion400m_s13b_b51k
,,,,,zeroshot_classification,,en,,0.9618217821782178,,xlm-roberta-base-ViT-B-32,wds/wds_food101_test,0.801029702970297,,laion5b_s13b_b90k,0.800990099009901,xlm-roberta-base-ViT-B-32 laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9871287128712871,,convnext_base_w_320,wds/wds_food101_test,0.8948118811881188,,laion_aesthetic_s13b_b82k_augreg,0.8946930693069307,convnext_base_w_320 laion_aesthetic_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.986019801980198,,convnext_base_w_320,wds/wds_food101_test,0.8930693069306931,,laion_aesthetic_s13b_b82k,0.892990099009901,convnext_base_w_320 laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,0.9848316831683168,,convnext_base_w,wds/wds_food101_test,0.8846732673267329,,laion_aesthetic_s13b_b82k,0.8849108910891089,convnext_base_w laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,0.9944950495049505,,EVA01-g-14-plus,wds/wds_food101_test,0.9366336633663367,,merged2b_s11b_b114k,0.9367128712871288,EVA01-g-14-plus merged2b_s11b_b114k
,,,,,zeroshot_classification,,en,,0.9937029702970297,,EVA02-L-14,wds/wds_food101_test,0.9339801980198019,,merged2b_s4b_b131k,0.9340198019801981,EVA02-L-14 merged2b_s4b_b131k
,,,,,zeroshot_classification,,en,,0.9946930693069307,,EVA02-L-14-336,wds/wds_food101_test,0.942059405940594,,merged2b_s6b_b61k,0.9421782178217821,EVA02-L-14-336 merged2b_s6b_b61k
,,,,,zeroshot_classification,,en,,0.9862574257425742,,EVA02-B-16,wds/wds_food101_test,0.8942178217821781,,merged2b_s8b_b131k,0.8943762376237624,EVA02-B-16 merged2b_s8b_b131k
,,,,,zeroshot_classification,,en,,0.9808316831683168,,ViT-B-16-quickgelu,wds/wds_food101_test,0.8723564356435642,,metaclip_400m,0.8724356435643564,ViT-B-16-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.9634851485148515,,ViT-B-32-quickgelu,wds/wds_food101_test,0.8106138613861387,,metaclip_400m,0.8103366336633664,ViT-B-32-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.9906138613861386,,ViT-L-14-quickgelu,wds/wds_food101_test,0.9072079207920792,,metaclip_400m,0.9073267326732674,ViT-L-14-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.9847920792079208,,ViT-B-16-quickgelu,wds/wds_food101_test,0.8882772277227722,,metaclip_fullcc,0.8881584158415842,ViT-B-16-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.9712475247524752,,ViT-B-32-quickgelu,wds/wds_food101_test,0.8308514851485148,,metaclip_fullcc,0.8306930693069307,ViT-B-32-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.9948514851485148,,ViT-H-14-quickgelu,wds/wds_food101_test,0.9424554455445543,,metaclip_fullcc,0.9424554455445544,ViT-H-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.994019801980198,,ViT-L-14-quickgelu,wds/wds_food101_test,0.9354455445544555,,metaclip_fullcc,0.9353267326732674,ViT-L-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.6963564356435643,,nllb-clip-base-siglip,wds/wds_food101_test,0.4637227722772278,,mrl,0.4636831683168317,nllb-clip-base-siglip mrl
,,,,,zeroshot_classification,,en,,0.7952871287128713,,nllb-clip-large-siglip,wds/wds_food101_test,0.5617029702970296,,mrl,0.5616237623762377,nllb-clip-large-siglip mrl
,,,,,zeroshot_classification,,en,,0.07754455445544554,,coca_ViT-B-32,wds/wds_food101_test,0.017584158415841586,,mscoco_finetuned_laion2b_s13b_b90k,0.01766336633663366,coca_ViT-B-32 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9731881188118812,,coca_ViT-L-14,wds/wds_food101_test,0.844950495049505,,mscoco_finetuned_laion2b_s13b_b90k,0.8447128712871287,coca_ViT-L-14 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9743762376237624,,RN101,wds/wds_food101_test,0.8364356435643565,,openai,0.8363960396039604,RN101 openai
,,,,,zeroshot_classification,,en,,0.9743762376237624,,RN101-quickgelu,wds/wds_food101_test,0.8364356435643565,,openai,0.8363960396039604,RN101-quickgelu openai
,,,,,zeroshot_classification,,en,,0.9653069306930693,,RN50,wds/wds_food101_test,0.8081980198019802,,openai,0.8083168316831684,RN50 openai
,,,,,zeroshot_classification,,en,,0.9653069306930693,,RN50-quickgelu,wds/wds_food101_test,0.8081980198019802,,openai,0.8083168316831684,RN50-quickgelu openai
,,,,,zeroshot_classification,,en,,0.9882772277227723,,RN50x16,wds/wds_food101_test,0.9051881188118812,,openai,0.9051089108910891,RN50x16 openai
,,,,,zeroshot_classification,,en,,0.9814257425742574,,RN50x4,wds/wds_food101_test,0.8642376237623761,,openai,0.8641188118811881,RN50x4 openai
,,,,,zeroshot_classification,,en,,0.9921584158415842,,RN50x64,wds/wds_food101_test,0.9202772277227721,,openai,0.9203960396039604,RN50x64 openai
,,,,,zeroshot_classification,,en,,0.9869306930693069,,ViT-B-16,wds/wds_food101_test,0.8871287128712873,,openai,0.8875247524752475,ViT-B-16 openai
,,,,,zeroshot_classification,,en,,0.9731089108910891,,ViT-B-32,wds/wds_food101_test,0.8402376237623764,,openai,0.8402376237623762,ViT-B-32 openai
,,,,,zeroshot_classification,,en,,0.9731089108910891,,ViT-B-32-quickgelu,wds/wds_food101_test,0.8402376237623764,,openai,0.8402376237623762,ViT-B-32-quickgelu openai
,,,,,zeroshot_classification,,en,,0.9949306930693069,,ViT-L-14-336,wds/wds_food101_test,0.9386534653465347,,openai,0.9386138613861386,ViT-L-14-336 openai
,,,,,zeroshot_classification,,en,,0.9929108910891089,,ViT-L-14,wds/wds_food101_test,0.9306930693069307,,openai,0.9306930693069307,ViT-L-14 openai
,,,,,zeroshot_classification,,en,,0.5341386138613862,,nllb-clip-base,wds/wds_food101_test,0.29635643564356434,,v1,0.29635643564356434,nllb-clip-base v1
,,,,,zeroshot_classification,,en,,0.7095049504950495,,nllb-clip-base-siglip,wds/wds_food101_test,0.4804752475247525,,v1,0.4803168316831683,nllb-clip-base-siglip v1
,,,,,zeroshot_classification,,en,,0.6825742574257426,,nllb-clip-large,wds/wds_food101_test,0.44463366336633664,,v1,0.4444752475247525,nllb-clip-large v1
,,,,,zeroshot_classification,,en,,0.7905742574257426,,nllb-clip-large-siglip,wds/wds_food101_test,0.5646336633663366,,v1,0.5645940594059405,nllb-clip-large-siglip v1
,,,,,zeroshot_classification,,en,,0.9901782178217822,,ViT-B-16-SigLIP-256,wds/wds_food101_test,0.91980198019802,,webli,0.919920792079208,ViT-B-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,0.9931881188118812,,ViT-B-16-SigLIP-384,wds/wds_food101_test,0.9361584158415841,,webli,0.9361188118811882,ViT-B-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.9939405940594059,,ViT-B-16-SigLIP-512,wds/wds_food101_test,0.9393267326732673,,webli,0.9393267326732673,ViT-B-16-SigLIP-512 webli
,,,,,zeroshot_classification,,en,,0.989980198019802,,ViT-B-16-SigLIP,wds/wds_food101_test,0.9161584158415841,,webli,0.9161188118811882,ViT-B-16-SigLIP webli
,,,,,zeroshot_classification,,en,,0.9898217821782178,,ViT-B-16-SigLIP-i18n-256,wds/wds_food101_test,0.9171881188118814,,webli,0.9171089108910891,ViT-B-16-SigLIP-i18n-256 webli
,,,,,zeroshot_classification,,en,,0.9948910891089109,,ViT-L-16-SigLIP-256,wds/wds_food101_test,0.94609900990099,,webli,0.9461386138613861,ViT-L-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,0.9958811881188119,,ViT-L-16-SigLIP-384,wds/wds_food101_test,0.9563564356435643,,webli,0.9563564356435643,ViT-L-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.996950495049505,,ViT-SO400M-14-SigLIP-384,wds/wds_food101_test,0.9634851485148515,,webli,0.9634059405940594,ViT-SO400M-14-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.9962772277227723,,ViT-SO400M-14-SigLIP,wds/wds_food101_test,0.9556831683168316,,webli,0.9556831683168316,ViT-SO400M-14-SigLIP webli
,,,,,zeroshot_classification,,en,,0.8085940594059406,,RN101,wds/wds_food101_test,0.4733069306930693,,yfcc15m,0.4728316831683168,RN101 yfcc15m
,,,,,zeroshot_classification,,en,,0.8054257425742575,,RN101-quickgelu,wds/wds_food101_test,0.4691089108910892,,yfcc15m,0.46918811881188116,RN101-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,0.7700594059405941,,RN50,wds/wds_food101_test,0.4307722772277227,,yfcc15m,0.43057425742574257,RN50 yfcc15m
,,,,,zeroshot_classification,,en,,0.7816633663366337,,RN50-quickgelu,wds/wds_food101_test,0.44926732673267333,,yfcc15m,0.4493069306930693,RN50-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,0.9467488789237668,,RN50,wds/wds_geode_test,0.7446812768907825,,cc12m,0.7469570787956438,RN50 cc12m
,,,,,zeroshot_classification,,en,,0.9484304932735426,,RN50-quickgelu,wds/wds_geode_test,0.7498040108205666,,cc12m,0.7521620755925689,RN50-quickgelu cc12m
,,,,,zeroshot_classification,,en,,0.987427930813581,,ViT-B-16,wds/wds_geode_test,0.8671541838442629,,commonpool_l_basic_s1b_b8k,0.8669923126201153,ViT-B-16 commonpool_l_basic_s1b_b8k
,,,,,zeroshot_classification,,en,,0.983824471492633,,ViT-B-16,wds/wds_geode_test,0.8673548669116506,,commonpool_l_clip_s1b_b8k,0.8683536194746957,ViT-B-16 commonpool_l_clip_s1b_b8k
,,,,,zeroshot_classification,,en,,0.985345932094811,,ViT-B-16,wds/wds_geode_test,0.8616797169323487,,commonpool_l_image_s1b_b8k,0.8607463164638053,ViT-B-16 commonpool_l_image_s1b_b8k
,,,,,zeroshot_classification,,en,,0.9833440102498399,,ViT-B-16,wds/wds_geode_test,0.8673300046749979,,commonpool_l_laion_s1b_b8k,0.8683536194746957,ViT-B-16 commonpool_l_laion_s1b_b8k
,,,,,zeroshot_classification,,en,,0.9809417040358744,,ViT-B-16,wds/wds_geode_test,0.8567086094174176,,commonpool_l_s1b_b8k,0.8563420884048687,ViT-B-16 commonpool_l_s1b_b8k
,,,,,zeroshot_classification,,en,,0.987427930813581,,ViT-B-16,wds/wds_geode_test,0.8773278195401542,,commonpool_l_text_s1b_b8k,0.8771620755925689,ViT-B-16 commonpool_l_text_s1b_b8k
,,,,,zeroshot_classification,,en,,0.9155989750160154,,ViT-B-32,wds/wds_geode_test,0.664852527325059,,commonpool_m_basic_s128m_b4k,0.6672005124919923,ViT-B-32 commonpool_m_basic_s128m_b4k
,,,,,zeroshot_classification,,en,,0.9316143497757847,,ViT-B-32,wds/wds_geode_test,0.6951556561295804,,commonpool_m_clip_s128m_b4k,0.6972293401665599,ViT-B-32 commonpool_m_clip_s128m_b4k
,,,,,zeroshot_classification,,en,,0.916800128122998,,ViT-B-32,wds/wds_geode_test,0.6801794806307189,,commonpool_m_image_s128m_b4k,0.678331197950032,ViT-B-32 commonpool_m_image_s128m_b4k
,,,,,zeroshot_classification,,en,,0.9055092889173607,,ViT-B-32,wds/wds_geode_test,0.6550672280648213,,commonpool_m_laion_s128m_b4k,0.6566303651505445,ViT-B-32 commonpool_m_laion_s128m_b4k
,,,,,zeroshot_classification,,en,,0.9033472133247918,,ViT-B-32,wds/wds_geode_test,0.6369198175415219,,commonpool_m_s128m_b4k,0.6409352978859705,ViT-B-32 commonpool_m_s128m_b4k
,,,,,zeroshot_classification,,en,,0.9119154388212685,,ViT-B-32,wds/wds_geode_test,0.6676106869051299,,commonpool_m_text_s128m_b4k,0.667921204356182,ViT-B-32 commonpool_m_text_s128m_b4k
,,,,,zeroshot_classification,,en,,0.6442985265855221,,ViT-B-32,wds/wds_geode_test,0.30137880492237523,,commonpool_s_basic_s13m_b4k,0.30509288917360666,ViT-B-32 commonpool_s_basic_s13m_b4k
,,,,,zeroshot_classification,,en,,0.665839205637412,,ViT-B-32,wds/wds_geode_test,0.3249476689658066,,commonpool_s_clip_s13m_b4k,0.32727418321588725,ViT-B-32 commonpool_s_clip_s13m_b4k
,,,,,zeroshot_classification,,en,,0.6371716848174247,,ViT-B-32,wds/wds_geode_test,0.30514531451410065,,commonpool_s_image_s13m_b4k,0.3085361947469571,ViT-B-32 commonpool_s_image_s13m_b4k
,,,,,zeroshot_classification,,en,,0.6216367713004485,,ViT-B-32,wds/wds_geode_test,0.27854139539447936,,commonpool_s_laion_s13m_b4k,0.2821108263933376,ViT-B-32 commonpool_s_laion_s13m_b4k
,,,,,zeroshot_classification,,en,,0.5866431774503523,,ViT-B-32,wds/wds_geode_test,0.24275641564710781,,commonpool_s_s13m_b4k,0.242152466367713,ViT-B-32 commonpool_s_s13m_b4k
,,,,,zeroshot_classification,,en,,0.6654388212684177,,ViT-B-32,wds/wds_geode_test,0.31468202166926107,,commonpool_s_text_s13m_b4k,0.3171044202434337,ViT-B-32 commonpool_s_text_s13m_b4k
,,,,,zeroshot_classification,,en,,0.995275464445868,,ViT-L-14,wds/wds_geode_test,0.9298911588336949,,commonpool_xl_clip_s13b_b90k,0.9298526585522101,ViT-L-14 commonpool_xl_clip_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9944746957078796,,ViT-L-14,wds/wds_geode_test,0.9274906922774733,,commonpool_xl_laion_s13b_b90k,0.9292120435618193,ViT-L-14 commonpool_xl_laion_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9936739269698911,,ViT-L-14,wds/wds_geode_test,0.9224437460999413,,commonpool_xl_s13b_b90k,0.9217648942985266,ViT-L-14 commonpool_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9889493914157591,,ViTamin-B,wds/wds_geode_test,0.9050357760098322,,datacomp1b,0.9043882126841768,ViTamin-B datacomp1b
,,,,,zeroshot_classification,,en,,0.9916720051249199,,ViTamin-B-LTT,wds/wds_geode_test,0.9087302139650696,,datacomp1b,0.9085522101217168,ViTamin-B-LTT datacomp1b
,,,,,zeroshot_classification,,en,,0.9972773862908392,,ViTamin-L2-256,wds/wds_geode_test,0.9412783115777248,,datacomp1b,0.9427450352338245,ViTamin-L2-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.9968770019218449,,ViTamin-L2-336,wds/wds_geode_test,0.9431653013661186,,datacomp1b,0.9445067264573991,ViTamin-L2-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9955156950672646,,ViTamin-L-256,wds/wds_geode_test,0.9327498492596705,,datacomp1b,0.9342568866111467,ViTamin-L-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.9968770019218449,,ViTamin-L2,wds/wds_geode_test,0.9396244203546391,,datacomp1b,0.9405829596412556,ViTamin-L2 datacomp1b
,,,,,zeroshot_classification,,en,,0.99583600256246,,ViTamin-L-336,wds/wds_geode_test,0.9318366418662875,,datacomp1b,0.9337764253683536,ViTamin-L-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9953555413196669,,ViTamin-L,wds/wds_geode_test,0.9279050404312716,,datacomp1b,0.9290518898142216,ViTamin-L datacomp1b
,,,,,zeroshot_classification,,en,,0.9867072389493914,,ViTamin-S,wds/wds_geode_test,0.8725657150589026,,datacomp1b,0.8714766175528508,ViTamin-S datacomp1b
,,,,,zeroshot_classification,,en,,0.9868673926969891,,ViTamin-S-LTT,wds/wds_geode_test,0.8821517274805586,,datacomp1b,0.8811659192825112,ViTamin-S-LTT datacomp1b
,,,,,zeroshot_classification,,en,,0.9969570787956438,,ViTamin-XL-256,wds/wds_geode_test,0.9408486221978899,,datacomp1b,0.9423446508648302,ViTamin-XL-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.9971973094170403,,ViTamin-XL-336,wds/wds_geode_test,0.9439669711687937,,datacomp1b,0.945627802690583,ViTamin-XL-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9969570787956438,,ViTamin-XL-384,wds/wds_geode_test,0.9433524196190298,,datacomp1b,0.9444266495836002,ViTamin-XL-384 datacomp1b
,,,,,zeroshot_classification,,en,,0.9977578475336323,,ViT-bigG-14-CLIPA-336,wds/wds_geode_test,0.9513830509580288,,datacomp1b,0.9524343369634849,ViT-bigG-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9971172325432415,,ViT-bigG-14-CLIPA,wds/wds_geode_test,0.946567797665551,,datacomp1b,0.9473094170403588,ViT-bigG-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.9977578475336323,,ViT-H-14-CLIPA-336,wds/wds_geode_test,0.9416770527952579,,datacomp1b,0.943545803971813,ViT-H-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9972773862908392,,ViT-H-14-CLIPA,wds/wds_geode_test,0.9383607021643192,,datacomp1b,0.9396220371556694,ViT-H-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.9961563100576554,,ViT-L-14-CLIPA-336,wds/wds_geode_test,0.9342638183481465,,datacomp1b,0.9360986547085202,ViT-L-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9955957719410634,,ViT-L-14-CLIPA,wds/wds_geode_test,0.9313272603428249,,datacomp1b,0.9325752722613709,ViT-L-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.9964766175528508,,MobileCLIP-B,wds/wds_geode_test,0.928705212790623,,datacompdr_lt,0.9281710442024343,MobileCLIP-B datacompdr_lt
,,,,,zeroshot_classification,,en,,0.9965566944266496,,MobileCLIP-B,wds/wds_geode_test,0.9269353388202651,,datacompdr,0.9272101217168481,MobileCLIP-B datacompdr
,,,,,zeroshot_classification,,en,,0.9938340807174888,,MobileCLIP-S1,wds/wds_geode_test,0.9050598921857091,,datacompdr,0.9045483664317745,MobileCLIP-S1 datacompdr
,,,,,zeroshot_classification,,en,,0.9936739269698911,,MobileCLIP-S2,wds/wds_geode_test,0.9116106104590951,,datacompdr,0.9113549007046765,MobileCLIP-S2 datacompdr
,,,,,zeroshot_classification,,en,,0.9856662395900064,,ViT-B-16,wds/wds_geode_test,0.8745310302475151,,datacomp_l_s1b_b8k,0.8748398462524023,ViT-B-16 datacomp_l_s1b_b8k
,,,,,zeroshot_classification,,en,,0.9193625880845612,,ViT-B-32,wds/wds_geode_test,0.6822330772389515,,datacomp_m_s128m_b4k,0.6841768097373478,ViT-B-32 datacomp_m_s128m_b4k
,,,,,zeroshot_classification,,en,,0.9924727738629084,,ViT-B-32-256,wds/wds_geode_test,0.9063997369465744,,datacomp_s34b_b86k,0.9083119795003203,ViT-B-32-256 datacomp_s34b_b86k
,,,,,zeroshot_classification,,en,,0.6371716848174247,,ViT-B-32,wds/wds_geode_test,0.30514531451410065,,datacomp_s_s13m_b4k,0.3085361947469571,ViT-B-32 datacomp_s_s13m_b4k
,,,,,zeroshot_classification,,en,,0.9922325432415119,,ViT-B-16,wds/wds_geode_test,0.91316297610693,,datacomp_xl_s13b_b90k,0.9130365150544523,ViT-B-16 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9892696989109545,,ViT-B-32,wds/wds_geode_test,0.8917011495431705,,datacomp_xl_s13b_b90k,0.8924567584881486,ViT-B-32 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9959160794362588,,ViT-L-14,wds/wds_geode_test,0.9308525331585995,,datacomp_xl_s13b_b90k,0.9323350416399744,ViT-L-14 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9933536194746957,,ViT-B-16,wds/wds_geode_test,0.9061730469692468,,dfn2b,0.9067905188981422,ViT-B-16 dfn2b
,,,,,zeroshot_classification,,en,,0.9955156950672646,,ViT-L-14-quickgelu,wds/wds_geode_test,0.9332173463133643,,dfn2b,0.9338565022421524,ViT-L-14-quickgelu dfn2b
,,,,,zeroshot_classification,,en,,0.9979980781550288,,ViT-H-14-378-quickgelu,wds/wds_geode_test,0.9478047744988102,,dfn5b,0.9490711082639334,ViT-H-14-378-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,0.9976777706598334,,ViT-H-14-quickgelu,wds/wds_geode_test,0.9424014777646322,,dfn5b,0.9433055733504164,ViT-H-14-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,0.9945547725816785,,xlm-roberta-large-ViT-H-14,wds/wds_geode_test,0.9284243153061219,,frozen_laion5b_s13b_b90k,0.9292120435618193,xlm-roberta-large-ViT-H-14 frozen_laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9854260089686099,,ViT-B-32,wds/wds_geode_test,0.8734028355163765,,laion2b_e16,0.8722773862908392,ViT-B-32 laion2b_e16
,,,,,zeroshot_classification,,en,,0.983263933376041,,roberta-ViT-B-32,wds/wds_geode_test,0.8710882087491228,,laion2b_s12b_b32k,0.8712363869314542,roberta-ViT-B-32 laion2b_s12b_b32k
,,,,,zeroshot_classification,,en,,0.9936739269698911,,ViT-g-14,wds/wds_geode_test,0.9299529894485273,,laion2b_s12b_b42k,0.9297725816784113,ViT-g-14 laion2b_s12b_b42k
,,,,,zeroshot_classification,,en,,0.9907110826393337,,convnext_base_w,wds/wds_geode_test,0.9025216102205903,,laion2b_s13b_b82k_augreg,0.9022261370916079,convnext_base_w laion2b_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.9893497757847534,,convnext_base_w,wds/wds_geode_test,0.8993700633982733,,laion2b_s13b_b82k,0.899583600256246,convnext_base_w laion2b_s13b_b82k
,,,,,zeroshot_classification,,en,,0.9839045483664318,,coca_ViT-B-32,wds/wds_geode_test,0.866079111639986,,laion2b_s13b_b90k,0.8651505445227419,coca_ViT-B-32 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9913516976297245,,coca_ViT-L-14,wds/wds_geode_test,0.9153589366796014,,laion2b_s13b_b90k,0.9143978219090326,coca_ViT-L-14 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.993193465727098,,convnext_large_d,wds/wds_geode_test,0.921403432770096,,laion2b_s26b_b102k_augreg,0.9216848174247277,convnext_large_d laion2b_s26b_b102k_augreg
,,,,,zeroshot_classification,,en,,0.993193465727098,,convnext_large_d_320,wds/wds_geode_test,0.9234958977776598,,laion2b_s29b_b131k_ft,0.9237668161434978,convnext_large_d_320 laion2b_s29b_b131k_ft
,,,,,zeroshot_classification,,en,,0.9931133888532991,,convnext_large_d_320,wds/wds_geode_test,0.9276711724809029,,laion2b_s29b_b131k_ft_soup,0.9276105060858424,convnext_large_d_320 laion2b_s29b_b131k_ft_soup
,,,,,zeroshot_classification,,en,,0.9948750800768738,,ViT-H-14,wds/wds_geode_test,0.9257039929110371,,laion2b_s32b_b79k,0.9264093529788597,ViT-H-14 laion2b_s32b_b79k
,,,,,zeroshot_classification,,en,,0.9919923126201153,,ViT-L-14,wds/wds_geode_test,0.9126770786619675,,laion2b_s32b_b82k,0.9128763613068546,ViT-L-14 laion2b_s32b_b82k
,,,,,zeroshot_classification,,en,,0.9861467008327995,,ViT-B-32,wds/wds_geode_test,0.8770448785454764,,laion2b_s34b_b79k,0.8764413837283792,ViT-B-32 laion2b_s34b_b79k
,,,,,zeroshot_classification,,en,,0.995275464445868,,convnext_xxlarge,wds/wds_geode_test,0.9351542134436496,,laion2b_s34b_b82k_augreg,0.9353779628443306,convnext_xxlarge laion2b_s34b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.995275464445868,,convnext_xxlarge,wds/wds_geode_test,0.9354251030473177,,laion2b_s34b_b82k_augreg_rewind,0.9363388853299167,convnext_xxlarge laion2b_s34b_b82k_augreg_rewind
,,,,,zeroshot_classification,,en,,0.995275464445868,,convnext_xxlarge,wds/wds_geode_test,0.935701212990599,,laion2b_s34b_b82k_augreg_soup,0.9360986547085202,convnext_xxlarge laion2b_s34b_b82k_augreg_soup
,,,,,zeroshot_classification,,en,,0.9895099295323511,,ViT-B-16,wds/wds_geode_test,0.8957067977147186,,laion2b_s34b_b88k,0.8942184497117233,ViT-B-16 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,0.9943145419602819,,ViT-g-14,wds/wds_geode_test,0.9252780246550468,,laion2b_s34b_b88k,0.9252882767456758,ViT-g-14 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,0.9940743113388854,,ViT-bigG-14,wds/wds_geode_test,0.9312561734515985,,laion2b_s39b_b160k,0.9321748878923767,ViT-bigG-14 laion2b_s39b_b160k
,,,,,zeroshot_classification,,en,,0.9960762331838565,,EVA02-E-14,wds/wds_geode_test,0.9342036442863823,,laion2b_s4b_b115k,0.9352978859705318,EVA02-E-14 laion2b_s4b_b115k
,,,,,zeroshot_classification,,en,,0.9944746957078796,,EVA02-E-14-plus,wds/wds_geode_test,0.9412144477856458,,laion2b_s9b_b144k,0.9418641896220371,EVA02-E-14-plus laion2b_s9b_b144k
,,,,,zeroshot_classification,,en,,0.9959961563100577,,ViT-H-14-CLIPA-336,wds/wds_geode_test,0.9372028380856665,,laion2b,0.9381005765534913,ViT-H-14-CLIPA-336 laion2b
,,,,,zeroshot_classification,,en,,0.987427930813581,,ViT-B-16,wds/wds_geode_test,0.8802846435271456,,laion400m_e31,0.8794042280589366,ViT-B-16 laion400m_e31
,,,,,zeroshot_classification,,en,,0.9863068545803971,,ViT-B-16-plus-240,wds/wds_geode_test,0.8860097033758635,,laion400m_e31,0.8846893017296604,ViT-B-16-plus-240 laion400m_e31
,,,,,zeroshot_classification,,en,,0.9787796284433056,,ViT-B-32,wds/wds_geode_test,0.8476461865227432,,laion400m_e31,0.8476137091607944,ViT-B-32 laion400m_e31
,,,,,zeroshot_classification,,en,,0.9830237027546445,,ViT-B-32-quickgelu,wds/wds_geode_test,0.8582982707218232,,laion400m_e31,0.8576233183856502,ViT-B-32-quickgelu laion400m_e31
,,,,,zeroshot_classification,,en,,0.9901505445227419,,ViT-L-14,wds/wds_geode_test,0.8999036744858235,,laion400m_e31,0.8993433696348495,ViT-L-14 laion400m_e31
,,,,,zeroshot_classification,,en,,0.9872677770659833,,ViT-B-16,wds/wds_geode_test,0.8795747743722924,,laion400m_e32,0.8786034593209481,ViT-B-16 laion400m_e32
,,,,,zeroshot_classification,,en,,0.9868673926969891,,ViT-B-16-plus-240,wds/wds_geode_test,0.8849797408564596,,laion400m_e32,0.8840486867392697,ViT-B-16-plus-240 laion400m_e32
,,,,,zeroshot_classification,,en,,0.9788597053171044,,ViT-B-32,wds/wds_geode_test,0.8481984800102758,,laion400m_e32,0.8485746316463805,ViT-B-32 laion400m_e32
,,,,,zeroshot_classification,,en,,0.9831037796284433,,ViT-B-32-quickgelu,wds/wds_geode_test,0.8595902723628024,,laion400m_e32,0.8586643177450353,ViT-B-32-quickgelu laion400m_e32
,,,,,zeroshot_classification,,en,,0.9897501601537476,,ViT-L-14,wds/wds_geode_test,0.901204306289791,,laion400m_e32,0.9005445227418322,ViT-L-14 laion400m_e32
,,,,,zeroshot_classification,,en,,0.9933536194746957,,EVA01-g-14,wds/wds_geode_test,0.9203343847811304,,laion400m_s11b_b41k,0.91944266495836,EVA01-g-14 laion400m_s11b_b41k
,,,,,zeroshot_classification,,en,,0.9855861627162076,,convnext_base,wds/wds_geode_test,0.8704622610766053,,laion400m_s13b_b51k,0.8685137732222934,convnext_base laion400m_s13b_b51k
,,,,,zeroshot_classification,,en,,0.9871877001921845,,xlm-roberta-base-ViT-B-32,wds/wds_geode_test,0.8840704644952078,,laion5b_s13b_b90k,0.8831678411274824,xlm-roberta-base-ViT-B-32 laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9924727738629084,,convnext_base_w_320,wds/wds_geode_test,0.9068208604565863,,laion_aesthetic_s13b_b82k_augreg,0.9054292120435619,convnext_base_w_320 laion_aesthetic_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.9891095451633568,,convnext_base_w_320,wds/wds_geode_test,0.9005825446146298,,laion_aesthetic_s13b_b82k,0.8993433696348495,convnext_base_w_320 laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,0.9887892376681614,,convnext_base_w,wds/wds_geode_test,0.8856346375014381,,laion_aesthetic_s13b_b82k,0.8862107623318386,convnext_base_w laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,0.9963164638052531,,EVA01-g-14-plus,wds/wds_geode_test,0.9295392600009166,,merged2b_s11b_b114k,0.9307335041639975,EVA01-g-14-plus merged2b_s11b_b114k
,,,,,zeroshot_classification,,en,,0.9934336963484945,,EVA02-L-14,wds/wds_geode_test,0.924579590489633,,merged2b_s4b_b131k,0.9239269698910955,EVA02-L-14 merged2b_s4b_b131k
,,,,,zeroshot_classification,,en,,0.9949551569506726,,EVA02-L-14-336,wds/wds_geode_test,0.9310969732295659,,merged2b_s6b_b61k,0.9308936579115952,EVA02-L-14-336 merged2b_s6b_b61k
,,,,,zeroshot_classification,,en,,0.9923126201153107,,EVA02-B-16,wds/wds_geode_test,0.9031601445257046,,merged2b_s8b_b131k,0.9028667520819987,EVA02-B-16 merged2b_s8b_b131k
,,,,,zeroshot_classification,,en,,0.9915919282511211,,ViT-B-16-quickgelu,wds/wds_geode_test,0.9068945333997886,,metaclip_400m,0.906390134529148,ViT-B-16-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.9867072389493914,,ViT-B-32-quickgelu,wds/wds_geode_test,0.8777781633936117,,metaclip_400m,0.8775624599615631,ViT-B-32-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.994234465086483,,ViT-L-14-quickgelu,wds/wds_geode_test,0.9173591142261289,,metaclip_400m,0.91736066623959,ViT-L-14-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.9925528507367073,,ViT-B-16-quickgelu,wds/wds_geode_test,0.9055503959957782,,metaclip_fullcc,0.9064702114029468,ViT-B-16-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.9882286995515696,,ViT-B-32-quickgelu,wds/wds_geode_test,0.8871007737170341,,metaclip_fullcc,0.8866912235746316,ViT-B-32-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.9967168481742473,,ViT-H-14-quickgelu,wds/wds_geode_test,0.9365243952511356,,metaclip_fullcc,0.9376201153106982,ViT-H-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.9959961563100577,,ViT-L-14-quickgelu,wds/wds_geode_test,0.9312120699998969,,metaclip_fullcc,0.9318545803971813,ViT-L-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.9864670083279948,,nllb-clip-base-siglip,wds/wds_geode_test,0.8401283862199019,,mrl,0.8408071748878924,nllb-clip-base-siglip mrl
,,,,,zeroshot_classification,,en,,0.9877482383087764,,nllb-clip-large-siglip,wds/wds_geode_test,0.8676131825985237,,mrl,0.8666720051249199,nllb-clip-large-siglip mrl
,,,,,zeroshot_classification,,en,,0.29756566303651505,,coca_ViT-B-32,wds/wds_geode_test,0.09066410778078274,,mscoco_finetuned_laion2b_s13b_b90k,0.09088725176169123,coca_ViT-B-32 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9923126201153107,,coca_ViT-L-14,wds/wds_geode_test,0.904227600878996,,mscoco_finetuned_laion2b_s13b_b90k,0.9030269058295964,coca_ViT-L-14 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9825432415118514,,RN101,wds/wds_geode_test,0.8344988341185104,,openai,0.8323991031390134,RN101 openai
,,,,,zeroshot_classification,,en,,0.9825432415118514,,RN101-quickgelu,wds/wds_geode_test,0.8344988341185104,,openai,0.8323991031390134,RN101-quickgelu openai
,,,,,zeroshot_classification,,en,,0.9774183215887252,,RN50,wds/wds_geode_test,0.8290372128509931,,openai,0.8275944907110826,RN50 openai
,,,,,zeroshot_classification,,en,,0.9774183215887252,,RN50-quickgelu,wds/wds_geode_test,0.8290372128509931,,openai,0.8275944907110826,RN50-quickgelu openai
,,,,,zeroshot_classification,,en,,0.9887892376681614,,RN50x16,wds/wds_geode_test,0.8807698032875898,,openai,0.8810858424087123,RN50x16 openai
,,,,,zeroshot_classification,,en,,0.9839045483664318,,RN50x4,wds/wds_geode_test,0.8540233902742038,,openai,0.8541800128122998,RN50x4 openai
,,,,,zeroshot_classification,,en,,0.9928731582319026,,RN50x64,wds/wds_geode_test,0.9076290911816018,,openai,0.9078315182575273,RN50x64 openai
,,,,,zeroshot_classification,,en,,0.9899903907751442,,ViT-B-16,wds/wds_geode_test,0.8814657209923803,,openai,0.8815663036515055,ViT-B-16 openai
,,,,,zeroshot_classification,,en,,0.983824471492633,,ViT-B-32,wds/wds_geode_test,0.8574094261820877,,openai,0.8546604740550929,ViT-B-32 openai
,,,,,zeroshot_classification,,en,,0.983824471492633,,ViT-B-32-quickgelu,wds/wds_geode_test,0.8574094261820877,,openai,0.8546604740550929,ViT-B-32-quickgelu openai
,,,,,zeroshot_classification,,en,,0.9946348494554773,,ViT-L-14-336,wds/wds_geode_test,0.9177634380648643,,openai,0.9165598975016015,ViT-L-14-336 openai
,,,,,zeroshot_classification,,en,,0.9933536194746957,,ViT-L-14,wds/wds_geode_test,0.9073613794147646,,openai,0.9054292120435619,ViT-L-14 openai
,,,,,zeroshot_classification,,en,,0.9507527226137091,,nllb-clip-base,wds/wds_geode_test,0.7346797568083124,,v1,0.7404708520179372,nllb-clip-base v1
,,,,,zeroshot_classification,,en,,0.984304932735426,,nllb-clip-base-siglip,wds/wds_geode_test,0.8297523150603758,,v1,0.83055733504164,nllb-clip-base-siglip v1
,,,,,zeroshot_classification,,en,,0.9867072389493914,,nllb-clip-large,wds/wds_geode_test,0.8524835980581831,,v1,0.8525784753363229,nllb-clip-large v1
,,,,,zeroshot_classification,,en,,0.9907110826393337,,nllb-clip-large-siglip,wds/wds_geode_test,0.8710554690774852,,v1,0.8716367713004485,nllb-clip-large-siglip v1
,,,,,zeroshot_classification,,en,,0.9959160794362588,,ViT-B-16-SigLIP-256,wds/wds_geode_test,0.9253048259411495,,webli,0.9266495836002563,ViT-B-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,0.9963965406790519,,ViT-B-16-SigLIP-384,wds/wds_geode_test,0.9318876924920264,,webli,0.9332158872517617,ViT-B-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.9975176169122357,,ViT-B-16-SigLIP-512,wds/wds_geode_test,0.9386398761719386,,webli,0.9398622677770659,ViT-B-16-SigLIP-512 webli
,,,,,zeroshot_classification,,en,,0.9957559256886611,,ViT-B-16-SigLIP,wds/wds_geode_test,0.9242158518534854,,webli,0.9257687379884689,ViT-B-16-SigLIP webli
,,,,,zeroshot_classification,,en,,0.9963965406790519,,ViT-B-16-SigLIP-i18n-256,wds/wds_geode_test,0.9372255939622327,,webli,0.9383408071748879,ViT-B-16-SigLIP-i18n-256 webli
,,,,,zeroshot_classification,,en,,0.9955156950672646,,ViT-L-16-SigLIP-256,wds/wds_geode_test,0.931901790911312,,webli,0.9343369634849455,ViT-L-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,0.9956758488148623,,ViT-L-16-SigLIP-384,wds/wds_geode_test,0.938588001595613,,webli,0.9407431133888533,ViT-L-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.9976777706598334,,ViT-SO400M-14-SigLIP-384,wds/wds_geode_test,0.948256880314454,,webli,0.9498718770019219,ViT-SO400M-14-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.997357463164638,,ViT-SO400M-14-SigLIP,wds/wds_geode_test,0.9434987924063405,,webli,0.9446668802049968,ViT-SO400M-14-SigLIP webli
,,,,,zeroshot_classification,,en,,0.9110345932094811,,RN101,wds/wds_geode_test,0.6686920248254115,,yfcc15m,0.6661595131326074,RN101 yfcc15m
,,,,,zeroshot_classification,,en,,0.9165598975016015,,RN101-quickgelu,wds/wds_geode_test,0.6714940689128235,,yfcc15m,0.6681614349775785,RN101-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,0.9072709801409353,,RN50,wds/wds_geode_test,0.6573990919873978,,yfcc15m,0.6547085201793722,RN50 yfcc15m
,,,,,zeroshot_classification,,en,,0.9136771300448431,,RN50-quickgelu,wds/wds_geode_test,0.6591542188436479,,yfcc15m,0.6551889814221653,RN50-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,0.3412509897070467,,RN50,wds/wds_gtsrb_test,0.10382693879913295,,cc12m,0.11512272367379256,RN50 cc12m
,,,,,zeroshot_classification,,en,,0.3734758511480602,,RN50-quickgelu,wds/wds_gtsrb_test,0.10089898188356228,,cc12m,0.1281076801266825,RN50-quickgelu cc12m
,,,,,zeroshot_classification,,en,,0.5221694378463975,,ViT-B-16,wds/wds_gtsrb_test,0.24955602349940062,,commonpool_l_basic_s1b_b8k,0.20197941409342834,ViT-B-16 commonpool_l_basic_s1b_b8k
,,,,,zeroshot_classification,,en,,0.7122723673792557,,ViT-B-16,wds/wds_gtsrb_test,0.4330618370039503,,commonpool_l_clip_s1b_b8k,0.46587490102929535,ViT-B-16 commonpool_l_clip_s1b_b8k
,,,,,zeroshot_classification,,en,,0.6152810768012669,,ViT-B-16,wds/wds_gtsrb_test,0.26290246837946535,,commonpool_l_image_s1b_b8k,0.2513064133016627,ViT-B-16 commonpool_l_image_s1b_b8k
,,,,,zeroshot_classification,,en,,0.6788598574821852,,ViT-B-16,wds/wds_gtsrb_test,0.3144576720792595,,commonpool_l_laion_s1b_b8k,0.33008709422011084,ViT-B-16 commonpool_l_laion_s1b_b8k
,,,,,zeroshot_classification,,en,,0.668091844813935,,ViT-B-16,wds/wds_gtsrb_test,0.27771525840560224,,commonpool_l_s1b_b8k,0.2773555027711797,ViT-B-16 commonpool_l_s1b_b8k
,,,,,zeroshot_classification,,en,,0.6507521773555027,,ViT-B-16,wds/wds_gtsrb_test,0.2521157934396054,,commonpool_l_text_s1b_b8k,0.23262074425969914,ViT-B-16 commonpool_l_text_s1b_b8k
,,,,,zeroshot_classification,,en,,0.4152019002375297,,ViT-B-32,wds/wds_gtsrb_test,0.12318278303541196,,commonpool_m_basic_s128m_b4k,0.12216943784639747,ViT-B-32 commonpool_m_basic_s128m_b4k
,,,,,zeroshot_classification,,en,,0.5239904988123515,,ViT-B-32,wds/wds_gtsrb_test,0.17529735440756677,,commonpool_m_clip_s128m_b4k,0.15961995249406175,ViT-B-32 commonpool_m_clip_s128m_b4k
,,,,,zeroshot_classification,,en,,0.4496437054631829,,ViT-B-32,wds/wds_gtsrb_test,0.15114803674586283,,commonpool_m_image_s128m_b4k,0.1519398258115598,ViT-B-32 commonpool_m_image_s128m_b4k
,,,,,zeroshot_classification,,en,,0.40245447347585117,,ViT-B-32,wds/wds_gtsrb_test,0.11101362957530805,,commonpool_m_laion_s128m_b4k,0.09073634204275534,ViT-B-32 commonpool_m_laion_s128m_b4k
,,,,,zeroshot_classification,,en,,0.3038004750593824,,ViT-B-32,wds/wds_gtsrb_test,0.09616401232553912,,commonpool_m_s128m_b4k,0.08685669041963578,ViT-B-32 commonpool_m_s128m_b4k
,,,,,zeroshot_classification,,en,,0.40783847980997623,,ViT-B-32,wds/wds_gtsrb_test,0.129550949481182,,commonpool_m_text_s128m_b4k,0.10498812351543943,ViT-B-32 commonpool_m_text_s128m_b4k
,,,,,zeroshot_classification,,en,,0.22779097387173397,,ViT-B-32,wds/wds_gtsrb_test,0.07542226497989896,,commonpool_s_basic_s13m_b4k,0.06365795724465559,ViT-B-32 commonpool_s_basic_s13m_b4k
,,,,,zeroshot_classification,,en,,0.2876484560570071,,ViT-B-32,wds/wds_gtsrb_test,0.0887582885414028,,commonpool_s_clip_s13m_b4k,0.07355502771179731,ViT-B-32 commonpool_s_clip_s13m_b4k
,,,,,zeroshot_classification,,en,,0.24695170229612035,,ViT-B-32,wds/wds_gtsrb_test,0.05492978049550345,,commonpool_s_image_s13m_b4k,0.05779889152810768,ViT-B-32 commonpool_s_image_s13m_b4k
,,,,,zeroshot_classification,,en,,0.23745051464766428,,ViT-B-32,wds/wds_gtsrb_test,0.055498636283014435,,commonpool_s_laion_s13m_b4k,0.054077593032462394,ViT-B-32 commonpool_s_laion_s13m_b4k
,,,,,zeroshot_classification,,en,,0.23515439429928742,,ViT-B-32,wds/wds_gtsrb_test,0.08001980094017505,,commonpool_s_s13m_b4k,0.06524148851939826,ViT-B-32 commonpool_s_s13m_b4k
,,,,,zeroshot_classification,,en,,0.3058590657165479,,ViT-B-32,wds/wds_gtsrb_test,0.05604014427320798,,commonpool_s_text_s13m_b4k,0.04109263657957245,ViT-B-32 commonpool_s_text_s13m_b4k
,,,,,zeroshot_classification,,en,,0.833729216152019,,ViT-L-14,wds/wds_gtsrb_test,0.5580117996447622,,commonpool_xl_clip_s13b_b90k,0.5983372921615202,ViT-L-14 commonpool_xl_clip_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8481393507521774,,ViT-L-14,wds/wds_gtsrb_test,0.544224365240796,,commonpool_xl_laion_s13b_b90k,0.6022169437846397,ViT-L-14 commonpool_xl_laion_s13b_b90k
,,,,,zeroshot_classification,,en,,0.815360253365004,,ViT-L-14,wds/wds_gtsrb_test,0.49929590833837545,,commonpool_xl_s13b_b90k,0.5466349960411718,ViT-L-14 commonpool_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.7641330166270783,,ViTamin-B,wds/wds_gtsrb_test,0.42579684754634206,,datacomp1b,0.4781472684085511,ViTamin-B datacomp1b
,,,,,zeroshot_classification,,en,,0.768012668250198,,ViTamin-B-LTT,wds/wds_gtsrb_test,0.5119415426164668,,datacomp1b,0.529612034837688,ViTamin-B-LTT datacomp1b
,,,,,zeroshot_classification,,en,,0.831353919239905,,ViTamin-L2-256,wds/wds_gtsrb_test,0.5426080514624498,,datacomp1b,0.5562945368171022,ViTamin-L2-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.8451306413301662,,ViTamin-L2-336,wds/wds_gtsrb_test,0.5538058381812173,,datacomp1b,0.576326207442597,ViTamin-L2-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.8292161520190023,,ViTamin-L-256,wds/wds_gtsrb_test,0.6192479894370694,,datacomp1b,0.6421219319081551,ViTamin-L-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.8281868566904196,,ViTamin-L2,wds/wds_gtsrb_test,0.524446652465611,,datacomp1b,0.5427553444180523,ViTamin-L2 datacomp1b
,,,,,zeroshot_classification,,en,,0.8280285035629453,,ViTamin-L-336,wds/wds_gtsrb_test,0.621468045791605,,datacomp1b,0.6356294536817102,ViTamin-L-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.8281868566904196,,ViTamin-L,wds/wds_gtsrb_test,0.6001030982648778,,datacomp1b,0.6191607284243864,ViTamin-L datacomp1b
,,,,,zeroshot_classification,,en,,0.7070467141726049,,ViTamin-S,wds/wds_gtsrb_test,0.38196931415586616,,datacomp1b,0.3904196357878068,ViTamin-S datacomp1b
,,,,,zeroshot_classification,,en,,0.7821060965954078,,ViTamin-S-LTT,wds/wds_gtsrb_test,0.41090405925011586,,datacomp1b,0.43594615993665875,ViTamin-S-LTT datacomp1b
,,,,,zeroshot_classification,,en,,0.8669041963578781,,ViTamin-XL-256,wds/wds_gtsrb_test,0.5838296370988484,,datacomp1b,0.576326207442597,ViTamin-XL-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.8730799683293745,,ViTamin-XL-336,wds/wds_gtsrb_test,0.5739736900181794,,datacomp1b,0.5712589073634204,ViTamin-XL-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.8884402216943784,,ViTamin-XL-384,wds/wds_gtsrb_test,0.5768970880073003,,datacomp1b,0.577513855898654,ViTamin-XL-384 datacomp1b
,,,,,zeroshot_classification,,en,,0.9258115597783056,,ViT-bigG-14-CLIPA-336,wds/wds_gtsrb_test,0.5895943865519194,,datacomp1b,0.6403008709422011,ViT-bigG-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9116389548693586,,ViT-bigG-14-CLIPA,wds/wds_gtsrb_test,0.6029946996324651,,datacomp1b,0.6458432304038004,ViT-bigG-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.8859857482185273,,ViT-H-14-CLIPA-336,wds/wds_gtsrb_test,0.5513421388090245,,datacomp1b,0.5825811559778306,ViT-H-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.876326207442597,,ViT-H-14-CLIPA,wds/wds_gtsrb_test,0.5255942683407295,,datacomp1b,0.5537608867775139,ViT-H-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.8653998416468726,,ViT-L-14-CLIPA-336,wds/wds_gtsrb_test,0.5225463446788017,,datacomp1b,0.5695961995249407,ViT-L-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.8613618368962787,,ViT-L-14-CLIPA,wds/wds_gtsrb_test,0.5398167480854538,,datacomp1b,0.5910530482977039,ViT-L-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.8797307996832937,,MobileCLIP-B,wds/wds_gtsrb_test,0.5781731168692745,,datacompdr_lt,0.6275534441805226,MobileCLIP-B datacompdr_lt
,,,,,zeroshot_classification,,en,,0.8831353919239905,,MobileCLIP-B,wds/wds_gtsrb_test,0.5747740082914501,,datacompdr,0.6034045922406968,MobileCLIP-B datacompdr
,,,,,zeroshot_classification,,en,,0.8226444972288203,,MobileCLIP-S1,wds/wds_gtsrb_test,0.5007914770040655,,datacompdr,0.5297703879651623,MobileCLIP-S1 datacompdr
,,,,,zeroshot_classification,,en,,0.8285035629453682,,MobileCLIP-S2,wds/wds_gtsrb_test,0.4853088356705646,,datacompdr,0.5372129849564529,MobileCLIP-S2 datacompdr
,,,,,zeroshot_classification,,en,,0.7404592240696753,,ViT-B-16,wds/wds_gtsrb_test,0.38836579910745733,,datacomp_l_s1b_b8k,0.43412509897070467,ViT-B-16 datacomp_l_s1b_b8k
,,,,,zeroshot_classification,,en,,0.4049089469517023,,ViT-B-32,wds/wds_gtsrb_test,0.16461050207890449,,datacomp_m_s128m_b4k,0.13634204275534442,ViT-B-32 datacomp_m_s128m_b4k
,,,,,zeroshot_classification,,en,,0.7837688044338875,,ViT-B-32-256,wds/wds_gtsrb_test,0.48538169309251206,,datacomp_s34b_b86k,0.5144893111638955,ViT-B-32-256 datacomp_s34b_b86k
,,,,,zeroshot_classification,,en,,0.24695170229612035,,ViT-B-32,wds/wds_gtsrb_test,0.05492978049550345,,datacomp_s_s13m_b4k,0.05779889152810768,ViT-B-32 datacomp_s_s13m_b4k
,,,,,zeroshot_classification,,en,,0.7729216152019003,,ViT-B-16,wds/wds_gtsrb_test,0.5194229400154576,,datacomp_xl_s13b_b90k,0.5521773555027711,ViT-B-16 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8056215360253365,,ViT-B-32,wds/wds_gtsrb_test,0.47390181477138,,datacomp_xl_s13b_b90k,0.5182897862232779,ViT-B-32 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8489311163895487,,ViT-L-14,wds/wds_gtsrb_test,0.5431777087553125,,datacomp_xl_s13b_b90k,0.5854315122723673,ViT-L-14 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.7563737133808393,,ViT-B-16,wds/wds_gtsrb_test,0.4824592785972967,,dfn2b,0.46991290577988915,ViT-B-16 dfn2b
,,,,,zeroshot_classification,,en,,0.8141726049089469,,ViT-L-14-quickgelu,wds/wds_gtsrb_test,0.5681895089238366,,dfn2b,0.615993665874901,ViT-L-14-quickgelu dfn2b
,,,,,zeroshot_classification,,en,,0.8905779889152811,,ViT-H-14-378-quickgelu,wds/wds_gtsrb_test,0.681522841293822,,dfn5b,0.6789390340459224,ViT-H-14-378-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,0.8931908155186065,,ViT-H-14-quickgelu,wds/wds_gtsrb_test,0.6762460701209438,,dfn5b,0.6776722090261282,ViT-H-14-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,0.8564528899445764,,xlm-roberta-large-ViT-H-14,wds/wds_gtsrb_test,0.5853092591320599,,frozen_laion5b_s13b_b90k,0.624228028503563,xlm-roberta-large-ViT-H-14 frozen_laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.7,,ViT-B-32,wds/wds_gtsrb_test,0.34493627805179883,,laion2b_e16,0.3653206650831354,ViT-B-32 laion2b_e16
,,,,,zeroshot_classification,,en,,0.7342042755344418,,roberta-ViT-B-32,wds/wds_gtsrb_test,0.3822269731915839,,laion2b_s12b_b32k,0.4082343626286619,roberta-ViT-B-32 laion2b_s12b_b32k
,,,,,zeroshot_classification,,en,,0.7685669041963579,,ViT-g-14,wds/wds_gtsrb_test,0.46794576138762173,,laion2b_s12b_b42k,0.4981789390340459,ViT-g-14 laion2b_s12b_b42k
,,,,,zeroshot_classification,,en,,0.7806017418844022,,convnext_base_w,wds/wds_gtsrb_test,0.417982016092734,,laion2b_s13b_b82k_augreg,0.46587490102929535,convnext_base_w laion2b_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.765083135391924,,convnext_base_w,wds/wds_gtsrb_test,0.44612397771497875,,laion2b_s13b_b82k,0.4925574030087094,convnext_base_w laion2b_s13b_b82k
,,,,,zeroshot_classification,,en,,0.7294536817102137,,coca_ViT-B-32,wds/wds_gtsrb_test,0.41028133105332304,,laion2b_s13b_b90k,0.4475059382422803,coca_ViT-B-32 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.7839271575613619,,coca_ViT-L-14,wds/wds_gtsrb_test,0.5237477599825933,,laion2b_s13b_b90k,0.5564528899445764,coca_ViT-L-14 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8019002375296912,,convnext_large_d,wds/wds_gtsrb_test,0.4847850288684463,,laion2b_s26b_b102k_augreg,0.5305621536025337,convnext_large_d laion2b_s26b_b102k_augreg
,,,,,zeroshot_classification,,en,,0.8341250989707046,,convnext_large_d_320,wds/wds_gtsrb_test,0.5232373836794969,,laion2b_s29b_b131k_ft,0.5684085510688837,convnext_large_d_320 laion2b_s29b_b131k_ft
,,,,,zeroshot_classification,,en,,0.8478226444972288,,convnext_large_d_320,wds/wds_gtsrb_test,0.5292466103252251,,laion2b_s29b_b131k_ft_soup,0.5823436262866192,convnext_large_d_320 laion2b_s29b_b131k_ft_soup
,,,,,zeroshot_classification,,en,,0.8209817893903405,,ViT-H-14,wds/wds_gtsrb_test,0.5423123006641712,,laion2b_s32b_b79k,0.5835312747426762,ViT-H-14 laion2b_s32b_b79k
,,,,,zeroshot_classification,,en,,0.8066508313539192,,ViT-L-14,wds/wds_gtsrb_test,0.5082905905931691,,laion2b_s32b_b82k,0.5616785431512272,ViT-L-14 laion2b_s32b_b82k
,,,,,zeroshot_classification,,en,,0.7422802850356295,,ViT-B-32,wds/wds_gtsrb_test,0.43248900213182323,,laion2b_s34b_b79k,0.4934283452098179,ViT-B-32 laion2b_s34b_b79k
,,,,,zeroshot_classification,,en,,0.8030878859857482,,convnext_xxlarge,wds/wds_gtsrb_test,0.4970301301982293,,laion2b_s34b_b82k_augreg,0.5462391132224862,convnext_xxlarge laion2b_s34b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.8030087094220111,,convnext_xxlarge,wds/wds_gtsrb_test,0.483230626056713,,laion2b_s34b_b82k_augreg_rewind,0.5500395882818686,convnext_xxlarge laion2b_s34b_b82k_augreg_rewind
,,,,,zeroshot_classification,,en,,0.8022961203483768,,convnext_xxlarge,wds/wds_gtsrb_test,0.4883601563773454,,laion2b_s34b_b82k_augreg_soup,0.551464766429137,convnext_xxlarge laion2b_s34b_b82k_augreg_soup
,,,,,zeroshot_classification,,en,,0.7617577197149644,,ViT-B-16,wds/wds_gtsrb_test,0.461988985670735,,laion2b_s34b_b88k,0.48281868566904196,ViT-B-16 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,0.8020585906571654,,ViT-g-14,wds/wds_gtsrb_test,0.4981544257431517,,laion2b_s34b_b88k,0.4965162311955661,ViT-g-14 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,0.8809184481393507,,ViT-bigG-14,wds/wds_gtsrb_test,0.6000733870761678,,laion2b_s39b_b160k,0.6243863816310372,ViT-bigG-14 laion2b_s39b_b160k
,,,,,zeroshot_classification,,en,,0.8809184481393507,,EVA02-E-14,wds/wds_gtsrb_test,0.6317544585792817,,laion2b_s4b_b115k,0.6730007917656373,EVA02-E-14 laion2b_s4b_b115k
,,,,,zeroshot_classification,,en,,0.8980205859065716,,EVA02-E-14-plus,wds/wds_gtsrb_test,0.6331808469027883,,laion2b_s9b_b144k,0.6743467933491687,EVA02-E-14-plus laion2b_s9b_b144k
,,,,,zeroshot_classification,,en,,0.8637371338083927,,ViT-H-14-CLIPA-336,wds/wds_gtsrb_test,0.4504466664014186,,laion2b,0.5008709422011085,ViT-H-14-CLIPA-336 laion2b
,,,,,zeroshot_classification,,en,,0.7032462391132225,,ViT-B-16,wds/wds_gtsrb_test,0.40437029077726755,,laion400m_e31,0.43444180522565323,ViT-B-16 laion400m_e31
,,,,,zeroshot_classification,,en,,0.7536025336500396,,ViT-B-16-plus-240,wds/wds_gtsrb_test,0.42367418190168443,,laion400m_e31,0.48962787015043546,ViT-B-16-plus-240 laion400m_e31
,,,,,zeroshot_classification,,en,,0.6668250197941409,,ViT-B-32,wds/wds_gtsrb_test,0.35824697583620735,,laion400m_e31,0.408867775138559,ViT-B-32 laion400m_e31
,,,,,zeroshot_classification,,en,,0.6815518606492478,,ViT-B-32-quickgelu,wds/wds_gtsrb_test,0.39071211979048176,,laion400m_e31,0.4228820269200317,ViT-B-32-quickgelu laion400m_e31
,,,,,zeroshot_classification,,en,,0.7491686460807601,,ViT-L-14,wds/wds_gtsrb_test,0.4448741511175788,,laion400m_e31,0.49714964370546316,ViT-L-14 laion400m_e31
,,,,,zeroshot_classification,,en,,0.7048297703879651,,ViT-B-16,wds/wds_gtsrb_test,0.4033259353742165,,laion400m_e32,0.434916864608076,ViT-B-16 laion400m_e32
,,,,,zeroshot_classification,,en,,0.7566112430720506,,ViT-B-16-plus-240,wds/wds_gtsrb_test,0.43106055211313044,,laion400m_e32,0.49406175771971494,ViT-B-16-plus-240 laion400m_e32
,,,,,zeroshot_classification,,en,,0.6673000791765638,,ViT-B-32,wds/wds_gtsrb_test,0.35856640492788117,,laion400m_e32,0.4070467141726049,ViT-B-32 laion400m_e32
,,,,,zeroshot_classification,,en,,0.6828978622327792,,ViT-B-32-quickgelu,wds/wds_gtsrb_test,0.3891840593776893,,laion400m_e32,0.41931908155186065,ViT-B-32-quickgelu laion400m_e32
,,,,,zeroshot_classification,,en,,0.747980997624703,,ViT-L-14,wds/wds_gtsrb_test,0.4490943882073811,,laion400m_e32,0.49936658749010293,ViT-L-14 laion400m_e32
,,,,,zeroshot_classification,,en,,0.8453681710213776,,EVA01-g-14,wds/wds_gtsrb_test,0.47068710028315697,,laion400m_s11b_b41k,0.4913697545526524,EVA01-g-14 laion400m_s11b_b41k
,,,,,zeroshot_classification,,en,,0.7279493269992082,,convnext_base,wds/wds_gtsrb_test,0.4048204216017664,,laion400m_s13b_b51k,0.4551068883610451,convnext_base laion400m_s13b_b51k
,,,,,zeroshot_classification,,en,,0.7379255740300871,,xlm-roberta-base-ViT-B-32,wds/wds_gtsrb_test,0.3899367348844093,,laion5b_s13b_b90k,0.4564528899445764,xlm-roberta-base-ViT-B-32 laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.7292953285827395,,convnext_base_w_320,wds/wds_gtsrb_test,0.38855537181801086,,laion_aesthetic_s13b_b82k_augreg,0.4368962787015044,convnext_base_w_320 laion_aesthetic_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.7262866191607285,,convnext_base_w_320,wds/wds_gtsrb_test,0.38573074528736817,,laion_aesthetic_s13b_b82k,0.4454473475851148,convnext_base_w_320 laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,0.6462391132224862,,convnext_base_w,wds/wds_gtsrb_test,0.35974543880079773,,laion_aesthetic_s13b_b82k,0.4018210609659541,convnext_base_w laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,0.8683293745051465,,EVA01-g-14-plus,wds/wds_gtsrb_test,0.6179650822438992,,merged2b_s11b_b114k,0.6645288994457641,EVA01-g-14-plus merged2b_s11b_b114k
,,,,,zeroshot_classification,,en,,0.8346793349168646,,EVA02-L-14,wds/wds_gtsrb_test,0.538524556520512,,merged2b_s4b_b131k,0.5712589073634204,EVA02-L-14 merged2b_s4b_b131k
,,,,,zeroshot_classification,,en,,0.8294536817102138,,EVA02-L-14-336,wds/wds_gtsrb_test,0.5495605502612579,,merged2b_s6b_b61k,0.5764053840063341,EVA02-L-14-336 merged2b_s6b_b61k
,,,,,zeroshot_classification,,en,,0.7522565320665083,,EVA02-B-16,wds/wds_gtsrb_test,0.38456245189106664,,merged2b_s8b_b131k,0.46310372129849564,EVA02-B-16 merged2b_s8b_b131k
,,,,,zeroshot_classification,,en,,0.7240696753760887,,ViT-B-16-quickgelu,wds/wds_gtsrb_test,0.4338198428168095,,metaclip_400m,0.43713380839271576,ViT-B-16-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.7273159144893112,,ViT-B-32-quickgelu,wds/wds_gtsrb_test,0.34277412964521153,,metaclip_400m,0.35748218527315917,ViT-B-32-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.7159144893111639,,ViT-L-14-quickgelu,wds/wds_gtsrb_test,0.41970553255866694,,metaclip_400m,0.47600950118764845,ViT-L-14-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.7914489311163896,,ViT-B-16-quickgelu,wds/wds_gtsrb_test,0.46410187651542556,,metaclip_fullcc,0.4652414885193983,ViT-B-16-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.7740300870942202,,ViT-B-32-quickgelu,wds/wds_gtsrb_test,0.407778923899753,,metaclip_fullcc,0.3918448139350752,ViT-B-32-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.8623119556611243,,ViT-H-14-quickgelu,wds/wds_gtsrb_test,0.5933087668800511,,metaclip_fullcc,0.626049089469517,ViT-H-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.8279493269992082,,ViT-L-14-quickgelu,wds/wds_gtsrb_test,0.5629658486759092,,metaclip_fullcc,0.5623911322248615,ViT-L-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.6384006334125099,,nllb-clip-base-siglip,wds/wds_gtsrb_test,0.31222147051166266,,mrl,0.35985748218527314,nllb-clip-base-siglip mrl
,,,,,zeroshot_classification,,en,,0.6368962787015043,,nllb-clip-large-siglip,wds/wds_gtsrb_test,0.34617427659035344,,mrl,0.3868566904196358,nllb-clip-large-siglip mrl
,,,,,zeroshot_classification,,en,,0.11504354711005542,,coca_ViT-B-32,wds/wds_gtsrb_test,0.03870632513200764,,mscoco_finetuned_laion2b_s13b_b90k,0.029691211401425176,coca_ViT-B-32 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.7752177355502771,,coca_ViT-L-14,wds/wds_gtsrb_test,0.5166275076176491,,mscoco_finetuned_laion2b_s13b_b90k,0.552652414885194,coca_ViT-L-14 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.6427553444180523,,RN101,wds/wds_gtsrb_test,0.2940817956525742,,openai,0.3749802058590657,RN101 openai
,,,,,zeroshot_classification,,en,,0.6427553444180523,,RN101-quickgelu,wds/wds_gtsrb_test,0.2940817956525742,,openai,0.3749802058590657,RN101-quickgelu openai
,,,,,zeroshot_classification,,en,,0.629612034837688,,RN50,wds/wds_gtsrb_test,0.2577893240340156,,openai,0.3511480601741884,RN50 openai
,,,,,zeroshot_classification,,en,,0.629612034837688,,RN50-quickgelu,wds/wds_gtsrb_test,0.2577893240340156,,openai,0.3511480601741884,RN50-quickgelu openai
,,,,,zeroshot_classification,,en,,0.6151227236737925,,RN50x16,wds/wds_gtsrb_test,0.3589718134728246,,openai,0.3986539984164687,RN50x16 openai
,,,,,zeroshot_classification,,en,,0.6616785431512272,,RN50x4,wds/wds_gtsrb_test,0.3082678797815299,,openai,0.3624703087885986,RN50x4 openai
,,,,,zeroshot_classification,,en,,0.7499604117181314,,RN50x64,wds/wds_gtsrb_test,0.390162096320337,,openai,0.48020585906571656,RN50x64 openai
,,,,,zeroshot_classification,,en,,0.7091844813935075,,ViT-B-16,wds/wds_gtsrb_test,0.3650967531420009,,openai,0.4342834520981789,ViT-B-16 openai
,,,,,zeroshot_classification,,en,,0.7199524940617578,,ViT-B-32,wds/wds_gtsrb_test,0.3060468390726227,,openai,0.3262074425969913,ViT-B-32 openai
,,,,,zeroshot_classification,,en,,0.7199524940617578,,ViT-B-32-quickgelu,wds/wds_gtsrb_test,0.3060468390726227,,openai,0.3262074425969913,ViT-B-32-quickgelu openai
,,,,,zeroshot_classification,,en,,0.7605700712589074,,ViT-L-14-336,wds/wds_gtsrb_test,0.45207513411204003,,openai,0.5233570863024545,ViT-L-14-336 openai
,,,,,zeroshot_classification,,en,,0.7612034837688044,,ViT-L-14,wds/wds_gtsrb_test,0.43851648422730327,,openai,0.5058590657165479,ViT-L-14 openai
,,,,,zeroshot_classification,,en,,0.5233570863024545,,nllb-clip-base,wds/wds_gtsrb_test,0.19434341155979173,,v1,0.18495645288994458,nllb-clip-base v1
,,,,,zeroshot_classification,,en,,0.6474267616785432,,nllb-clip-base-siglip,wds/wds_gtsrb_test,0.3552527328960595,,v1,0.37973079968329376,nllb-clip-base-siglip v1
,,,,,zeroshot_classification,,en,,0.6096595407759303,,nllb-clip-large,wds/wds_gtsrb_test,0.24491037919501013,,v1,0.24631828978622328,nllb-clip-large v1
,,,,,zeroshot_classification,,en,,0.6591448931116389,,nllb-clip-large-siglip,wds/wds_gtsrb_test,0.3903786232585525,,v1,0.4316706254948535,nllb-clip-large-siglip v1
,,,,,zeroshot_classification,,en,,0.7897862232779097,,ViT-B-16-SigLIP-256,wds/wds_gtsrb_test,0.4723417315280309,,webli,0.4936658749010293,ViT-B-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,0.8015835312747427,,ViT-B-16-SigLIP-384,wds/wds_gtsrb_test,0.4990922818427874,,webli,0.5197941409342834,ViT-B-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.7949326999208234,,ViT-B-16-SigLIP-512,wds/wds_gtsrb_test,0.500571796822808,,webli,0.5168646080760095,ViT-B-16-SigLIP-512 webli
,,,,,zeroshot_classification,,en,,0.7991290577988915,,ViT-B-16-SigLIP,wds/wds_gtsrb_test,0.4938917156879746,,webli,0.5165479018210609,ViT-B-16-SigLIP webli
,,,,,zeroshot_classification,,en,,0.8057007125890736,,ViT-B-16-SigLIP-i18n-256,wds/wds_gtsrb_test,0.49867221244470983,,webli,0.5279493269992083,ViT-B-16-SigLIP-i18n-256 webli
,,,,,zeroshot_classification,,en,,0.821931908155186,,ViT-L-16-SigLIP-256,wds/wds_gtsrb_test,0.605939933301915,,webli,0.611243072050673,ViT-L-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,0.8530482977038797,,ViT-L-16-SigLIP-384,wds/wds_gtsrb_test,0.6225844857872158,,webli,0.6387965162311956,ViT-L-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.8868566904196358,,ViT-SO400M-14-SigLIP-384,wds/wds_gtsrb_test,0.6025695172520249,,webli,0.6423594615993666,ViT-SO400M-14-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.8523357086302454,,ViT-SO400M-14-SigLIP,wds/wds_gtsrb_test,0.5622450256742472,,webli,0.6388756927949327,ViT-SO400M-14-SigLIP webli
,,,,,zeroshot_classification,,en,,0.36943784639746635,,RN101,wds/wds_gtsrb_test,0.10945689361007865,,yfcc15m,0.10894695170229612,RN101 yfcc15m
,,,,,zeroshot_classification,,en,,0.36476642913697543,,RN101-quickgelu,wds/wds_gtsrb_test,0.1029691827290412,,yfcc15m,0.09429928741092637,RN101-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,0.30704671417260493,,RN50,wds/wds_gtsrb_test,0.09483631898192059,,yfcc15m,0.08471892319873317,RN50 yfcc15m
,,,,,zeroshot_classification,,en,,0.31155977830562154,,RN50-quickgelu,wds/wds_gtsrb_test,0.10319377005423516,,yfcc15m,0.09556611243072051,RN50-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,0.6364,,RN50,wds/wds_imagenet1k_test,0.35898,,cc12m,0.35898,RN50 cc12m
,,,,,zeroshot_classification,,en,,0.64406,,RN50-quickgelu,wds/wds_imagenet1k_test,0.36448,,cc12m,0.36464,RN50-quickgelu cc12m
,,,,,zeroshot_classification,,en,,0.8058,,ViT-B-16,wds/wds_imagenet1k_test,0.51568,,commonpool_l_basic_s1b_b8k,0.51524,ViT-B-16 commonpool_l_basic_s1b_b8k
,,,,,zeroshot_classification,,en,,0.85168,,ViT-B-16,wds/wds_imagenet1k_test,0.5777800000000001,,commonpool_l_clip_s1b_b8k,0.57762,ViT-B-16 commonpool_l_clip_s1b_b8k
,,,,,zeroshot_classification,,en,,0.8454,,ViT-B-16,wds/wds_imagenet1k_test,0.5718799999999999,,commonpool_l_image_s1b_b8k,0.57196,ViT-B-16 commonpool_l_image_s1b_b8k
,,,,,zeroshot_classification,,en,,0.83422,,ViT-B-16,wds/wds_imagenet1k_test,0.55232,,commonpool_l_laion_s1b_b8k,0.55248,ViT-B-16 commonpool_l_laion_s1b_b8k
,,,,,zeroshot_classification,,en,,0.75064,,ViT-B-16,wds/wds_imagenet1k_test,0.459,,commonpool_l_s1b_b8k,0.45934,ViT-B-16 commonpool_l_s1b_b8k
,,,,,zeroshot_classification,,en,,0.84124,,ViT-B-16,wds/wds_imagenet1k_test,0.5606,,commonpool_l_text_s1b_b8k,0.56084,ViT-B-16 commonpool_l_text_s1b_b8k
,,,,,zeroshot_classification,,en,,0.45216,,ViT-B-32,wds/wds_imagenet1k_test,0.22562000000000001,,commonpool_m_basic_s128m_b4k,0.22566,ViT-B-32 commonpool_m_basic_s128m_b4k
,,,,,zeroshot_classification,,en,,0.52224,,ViT-B-32,wds/wds_imagenet1k_test,0.27226,,commonpool_m_clip_s128m_b4k,0.27238,ViT-B-32 commonpool_m_clip_s128m_b4k
,,,,,zeroshot_classification,,en,,0.51994,,ViT-B-32,wds/wds_imagenet1k_test,0.26774000000000003,,commonpool_m_image_s128m_b4k,0.26766,ViT-B-32 commonpool_m_image_s128m_b4k
,,,,,zeroshot_classification,,en,,0.45874,,ViT-B-32,wds/wds_imagenet1k_test,0.23040000000000002,,commonpool_m_laion_s128m_b4k,0.23038,ViT-B-32 commonpool_m_laion_s128m_b4k
,,,,,zeroshot_classification,,en,,0.3817,,ViT-B-32,wds/wds_imagenet1k_test,0.17558,,commonpool_m_s128m_b4k,0.17568,ViT-B-32 commonpool_m_s128m_b4k
,,,,,zeroshot_classification,,en,,0.5026,,ViT-B-32,wds/wds_imagenet1k_test,0.2549,,commonpool_m_text_s128m_b4k,0.25488,ViT-B-32 commonpool_m_text_s128m_b4k
,,,,,zeroshot_classification,,en,,0.11436,,ViT-B-32,wds/wds_imagenet1k_test,0.03762000000000001,,commonpool_s_basic_s13m_b4k,0.03766,ViT-B-32 commonpool_s_basic_s13m_b4k
,,,,,zeroshot_classification,,en,,0.1419,,ViT-B-32,wds/wds_imagenet1k_test,0.050480000000000004,,commonpool_s_clip_s13m_b4k,0.05052,ViT-B-32 commonpool_s_clip_s13m_b4k
,,,,,zeroshot_classification,,en,,0.11942,,ViT-B-32,wds/wds_imagenet1k_test,0.03918,,commonpool_s_image_s13m_b4k,0.03916,ViT-B-32 commonpool_s_image_s13m_b4k
,,,,,zeroshot_classification,,en,,0.09678,,ViT-B-32,wds/wds_imagenet1k_test,0.03054,,commonpool_s_laion_s13m_b4k,0.0305,ViT-B-32 commonpool_s_laion_s13m_b4k
,,,,,zeroshot_classification,,en,,0.08954,,ViT-B-32,wds/wds_imagenet1k_test,0.026940000000000006,,commonpool_s_s13m_b4k,0.02704,ViT-B-32 commonpool_s_s13m_b4k
,,,,,zeroshot_classification,,en,,0.13584,,ViT-B-32,wds/wds_imagenet1k_test,0.046040000000000005,,commonpool_s_text_s13m_b4k,0.0461,ViT-B-32 commonpool_s_text_s13m_b4k
,,,,,zeroshot_classification,,en,,0.9479,,ViT-L-14,wds/wds_imagenet1k_test,0.7639600000000001,,commonpool_xl_clip_s13b_b90k,0.76384,ViT-L-14 commonpool_xl_clip_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9464,,ViT-L-14,wds/wds_imagenet1k_test,0.7546200000000001,,commonpool_xl_laion_s13b_b90k,0.75464,ViT-L-14 commonpool_xl_laion_s13b_b90k
,,,,,zeroshot_classification,,en,,0.93398,,ViT-L-14,wds/wds_imagenet1k_test,0.72292,,commonpool_xl_s13b_b90k,0.7229,ViT-L-14 commonpool_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.91672,,ViTamin-B,wds/wds_imagenet1k_test,0.6905,,datacomp1b,0.69042,ViTamin-B datacomp1b
,,,,,zeroshot_classification,,en,,0.92818,,ViTamin-B-LTT,wds/wds_imagenet1k_test,0.7071400000000001,,datacomp1b,0.70744,ViTamin-B-LTT datacomp1b
,,,,,zeroshot_classification,,en,,0.96404,,ViTamin-L2-256,wds/wds_imagenet1k_test,0.8140200000000001,,datacomp1b,0.81412,ViTamin-L2-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.9662,,ViTamin-L2-336,wds/wds_imagenet1k_test,0.8181,,datacomp1b,0.818,ViTamin-L2-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.96162,,ViTamin-L-256,wds/wds_imagenet1k_test,0.812,,datacomp1b,0.81174,ViTamin-L-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.96232,,ViTamin-L2,wds/wds_imagenet1k_test,0.80914,,datacomp1b,0.8088,ViTamin-L2 datacomp1b
,,,,,zeroshot_classification,,en,,0.96424,,ViTamin-L-336,wds/wds_imagenet1k_test,0.8161600000000001,,datacomp1b,0.816,ViTamin-L-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.95982,,ViTamin-L,wds/wds_imagenet1k_test,0.8075399999999999,,datacomp1b,0.8075,ViTamin-L datacomp1b
,,,,,zeroshot_classification,,en,,0.8791,,ViTamin-S,wds/wds_imagenet1k_test,0.6223399999999999,,datacomp1b,0.62216,ViTamin-S datacomp1b
,,,,,zeroshot_classification,,en,,0.89284,,ViTamin-S-LTT,wds/wds_imagenet1k_test,0.63352,,datacomp1b,0.63324,ViTamin-S-LTT datacomp1b
,,,,,zeroshot_classification,,en,,0.96628,,ViTamin-XL-256,wds/wds_imagenet1k_test,0.8225800000000001,,datacomp1b,0.82252,ViTamin-XL-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.96788,,ViTamin-XL-336,wds/wds_imagenet1k_test,0.8266400000000002,,datacomp1b,0.82664,ViTamin-XL-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9634,,ViTamin-XL-384,wds/wds_imagenet1k_test,0.81396,,datacomp1b,0.81386,ViTamin-XL-384 datacomp1b
,,,,,zeroshot_classification,,en,,0.9695,,ViT-bigG-14-CLIPA-336,wds/wds_imagenet1k_test,0.83096,,datacomp1b,0.83086,ViT-bigG-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.96778,,ViT-bigG-14-CLIPA,wds/wds_imagenet1k_test,0.82694,,datacomp1b,0.82688,ViT-bigG-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.96604,,ViT-H-14-CLIPA-336,wds/wds_imagenet1k_test,0.8181400000000001,,datacomp1b,0.8179,ViT-H-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9652,,ViT-H-14-CLIPA,wds/wds_imagenet1k_test,0.8152,,datacomp1b,0.81514,ViT-H-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.9624,,ViT-L-14-CLIPA-336,wds/wds_imagenet1k_test,0.80284,,datacomp1b,0.80272,ViT-L-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.95994,,ViT-L-14-CLIPA,wds/wds_imagenet1k_test,0.7958399999999999,,datacomp1b,0.7959,ViT-L-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.9561,,MobileCLIP-B,wds/wds_imagenet1k_test,0.7717999999999999,,datacompdr_lt,0.77178,MobileCLIP-B datacompdr_lt
,,,,,zeroshot_classification,,en,,0.95432,,MobileCLIP-B,wds/wds_imagenet1k_test,0.76822,,datacompdr,0.76816,MobileCLIP-B datacompdr
,,,,,zeroshot_classification,,en,,0.93626,,MobileCLIP-S1,wds/wds_imagenet1k_test,0.7258,,datacompdr,0.72596,MobileCLIP-S1 datacompdr
,,,,,zeroshot_classification,,en,,0.94408,,MobileCLIP-S2,wds/wds_imagenet1k_test,0.74426,,datacompdr,0.74444,MobileCLIP-S2 datacompdr
,,,,,zeroshot_classification,,en,,0.88032,,ViT-B-16,wds/wds_imagenet1k_test,0.6308599999999999,,datacomp_l_s1b_b8k,0.63106,ViT-B-16 datacomp_l_s1b_b8k
,,,,,zeroshot_classification,,en,,0.55732,,ViT-B-32,wds/wds_imagenet1k_test,0.29698,,datacomp_m_s128m_b4k,0.29702,ViT-B-32 datacomp_m_s128m_b4k
,,,,,zeroshot_classification,,en,,0.92588,,ViT-B-32-256,wds/wds_imagenet1k_test,0.7278199999999999,,datacomp_s34b_b86k,0.72792,ViT-B-32-256 datacomp_s34b_b86k
,,,,,zeroshot_classification,,en,,0.11942,,ViT-B-32,wds/wds_imagenet1k_test,0.03918,,datacomp_s_s13m_b4k,0.03916,ViT-B-32 datacomp_s_s13m_b4k
,,,,,zeroshot_classification,,en,,0.93284,,ViT-B-16,wds/wds_imagenet1k_test,0.7347,,datacomp_xl_s13b_b90k,0.73498,ViT-B-16 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.90634,,ViT-B-32,wds/wds_imagenet1k_test,0.69198,,datacomp_xl_s13b_b90k,0.69172,ViT-B-32 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.95508,,ViT-L-14,wds/wds_imagenet1k_test,0.7918,,datacomp_xl_s13b_b90k,0.79192,ViT-L-14 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.94602,,ViT-B-16,wds/wds_imagenet1k_test,0.76246,,dfn2b,0.76232,ViT-B-16 dfn2b
,,,,,zeroshot_classification,,en,,0.9646,,ViT-L-14-quickgelu,wds/wds_imagenet1k_test,0.8139200000000001,,dfn2b,0.81406,ViT-L-14-quickgelu dfn2b
,,,,,zeroshot_classification,,en,,0.97476,,ViT-H-14-378-quickgelu,wds/wds_imagenet1k_test,0.8436199999999999,,dfn5b,0.84384,ViT-H-14-378-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,0.97186,,ViT-H-14-quickgelu,wds/wds_imagenet1k_test,0.8345199999999999,,dfn5b,0.83448,ViT-H-14-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,0.95114,,xlm-roberta-large-ViT-H-14,wds/wds_imagenet1k_test,0.76974,,frozen_laion5b_s13b_b90k,0.7698,xlm-roberta-large-ViT-H-14 frozen_laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.89378,,ViT-B-32,wds/wds_imagenet1k_test,0.65646,,laion2b_e16,0.6564,ViT-B-32 laion2b_e16
,,,,,zeroshot_classification,,en,,0.873,,roberta-ViT-B-32,wds/wds_imagenet1k_test,0.6172000000000001,,laion2b_s12b_b32k,0.61724,roberta-ViT-B-32 laion2b_s12b_b32k
,,,,,zeroshot_classification,,en,,0.9484,,ViT-g-14,wds/wds_imagenet1k_test,0.76636,,laion2b_s12b_b42k,0.76638,ViT-g-14 laion2b_s12b_b42k
,,,,,zeroshot_classification,,en,,0.9275,,convnext_base_w,wds/wds_imagenet1k_test,0.7145,,laion2b_s13b_b82k_augreg,0.71448,convnext_base_w laion2b_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.92218,,convnext_base_w,wds/wds_imagenet1k_test,0.7081,,laion2b_s13b_b82k,0.70772,convnext_base_w laion2b_s13b_b82k
,,,,,zeroshot_classification,,en,,0.88054,,coca_ViT-B-32,wds/wds_imagenet1k_test,0.6359,,laion2b_s13b_b90k,0.63588,coca_ViT-B-32 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.94294,,coca_ViT-L-14,wds/wds_imagenet1k_test,0.7566200000000001,,laion2b_s13b_b90k,0.7567,coca_ViT-L-14 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.94644,,convnext_large_d,wds/wds_imagenet1k_test,0.75898,,laion2b_s26b_b102k_augreg,0.75912,convnext_large_d laion2b_s26b_b102k_augreg
,,,,,zeroshot_classification,,en,,0.949,,convnext_large_d_320,wds/wds_imagenet1k_test,0.7659600000000001,,laion2b_s29b_b131k_ft,0.7659,convnext_large_d_320 laion2b_s29b_b131k_ft
,,,,,zeroshot_classification,,en,,0.95068,,convnext_large_d_320,wds/wds_imagenet1k_test,0.7685599999999999,,laion2b_s29b_b131k_ft_soup,0.76838,convnext_large_d_320 laion2b_s29b_b131k_ft_soup
,,,,,zeroshot_classification,,en,,0.95226,,ViT-H-14,wds/wds_imagenet1k_test,0.7794200000000001,,laion2b_s32b_b79k,0.77962,ViT-H-14 laion2b_s32b_b79k
,,,,,zeroshot_classification,,en,,0.94254,,ViT-L-14,wds/wds_imagenet1k_test,0.75246,,laion2b_s32b_b82k,0.75244,ViT-L-14 laion2b_s32b_b82k
,,,,,zeroshot_classification,,en,,0.89902,,ViT-B-32,wds/wds_imagenet1k_test,0.66558,,laion2b_s34b_b79k,0.66548,ViT-B-32 laion2b_s34b_b79k
,,,,,zeroshot_classification,,en,,0.95958,,convnext_xxlarge,wds/wds_imagenet1k_test,0.79074,,laion2b_s34b_b82k_augreg,0.7908,convnext_xxlarge laion2b_s34b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.95942,,convnext_xxlarge,wds/wds_imagenet1k_test,0.79302,,laion2b_s34b_b82k_augreg_rewind,0.79286,convnext_xxlarge laion2b_s34b_b82k_augreg_rewind
,,,,,zeroshot_classification,,en,,0.95978,,convnext_xxlarge,wds/wds_imagenet1k_test,0.79426,,laion2b_s34b_b82k_augreg_soup,0.79446,convnext_xxlarge laion2b_s34b_b82k_augreg_soup
,,,,,zeroshot_classification,,en,,0.9177,,ViT-B-16,wds/wds_imagenet1k_test,0.7021400000000001,,laion2b_s34b_b88k,0.70208,ViT-B-16 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,0.9534,,ViT-g-14,wds/wds_imagenet1k_test,0.7846600000000001,,laion2b_s34b_b88k,0.7846,ViT-g-14 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,0.96044,,ViT-bigG-14,wds/wds_imagenet1k_test,0.80098,,laion2b_s39b_b160k,0.80108,ViT-bigG-14 laion2b_s39b_b160k
,,,,,zeroshot_classification,,en,,0.96526,,EVA02-E-14,wds/wds_imagenet1k_test,0.81952,,laion2b_s4b_b115k,0.81956,EVA02-E-14 laion2b_s4b_b115k
,,,,,zeroshot_classification,,en,,0.96624,,EVA02-E-14-plus,wds/wds_imagenet1k_test,0.82004,,laion2b_s9b_b144k,0.82008,EVA02-E-14-plus laion2b_s9b_b144k
,,,,,zeroshot_classification,,en,,0.9597,,ViT-H-14-CLIPA-336,wds/wds_imagenet1k_test,0.79124,,laion2b,0.79104,ViT-H-14-CLIPA-336 laion2b
,,,,,zeroshot_classification,,en,,0.90362,,ViT-B-16,wds/wds_imagenet1k_test,0.6701800000000001,,laion400m_e31,0.67016,ViT-B-16 laion400m_e31
,,,,,zeroshot_classification,,en,,0.91428,,ViT-B-16-plus-240,wds/wds_imagenet1k_test,0.6904600000000001,,laion400m_e31,0.69068,ViT-B-16-plus-240 laion400m_e31
,,,,,zeroshot_classification,,en,,0.85868,,ViT-B-32,wds/wds_imagenet1k_test,0.6018800000000001,,laion400m_e31,0.6021,ViT-B-32 laion400m_e31
,,,,,zeroshot_classification,,en,,0.87718,,ViT-B-32-quickgelu,wds/wds_imagenet1k_test,0.62954,,laion400m_e31,0.62966,ViT-B-32-quickgelu laion400m_e31
,,,,,zeroshot_classification,,en,,0.92972,,ViT-L-14,wds/wds_imagenet1k_test,0.727,,laion400m_e31,0.727,ViT-L-14 laion400m_e31
,,,,,zeroshot_classification,,en,,0.90424,,ViT-B-16,wds/wds_imagenet1k_test,0.6705800000000001,,laion400m_e32,0.67046,ViT-B-16 laion400m_e32
,,,,,zeroshot_classification,,en,,0.91472,,ViT-B-16-plus-240,wds/wds_imagenet1k_test,0.6921600000000001,,laion400m_e32,0.69212,ViT-B-16-plus-240 laion400m_e32
,,,,,zeroshot_classification,,en,,0.85904,,ViT-B-32,wds/wds_imagenet1k_test,0.60226,,laion400m_e32,0.6022,ViT-B-32 laion400m_e32
,,,,,zeroshot_classification,,en,,0.8766,,ViT-B-32-quickgelu,wds/wds_imagenet1k_test,0.62946,,laion400m_e32,0.6293,ViT-B-32-quickgelu laion400m_e32
,,,,,zeroshot_classification,,en,,0.9295,,ViT-L-14,wds/wds_imagenet1k_test,0.7278600000000001,,laion400m_e32,0.72782,ViT-L-14 laion400m_e32
,,,,,zeroshot_classification,,en,,0.95502,,EVA01-g-14,wds/wds_imagenet1k_test,0.78508,,laion400m_s11b_b41k,0.78534,EVA01-g-14 laion400m_s11b_b41k
,,,,,zeroshot_classification,,en,,0.89672,,convnext_base,wds/wds_imagenet1k_test,0.66262,,laion400m_s13b_b51k,0.66276,convnext_base laion400m_s13b_b51k
,,,,,zeroshot_classification,,en,,0.88058,,xlm-roberta-base-ViT-B-32,wds/wds_imagenet1k_test,0.6235599999999999,,laion5b_s13b_b90k,0.6236,xlm-roberta-base-ViT-B-32 laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.92474,,convnext_base_w_320,wds/wds_imagenet1k_test,0.7128199999999999,,laion_aesthetic_s13b_b82k_augreg,0.71272,convnext_base_w_320 laion_aesthetic_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.92548,,convnext_base_w_320,wds/wds_imagenet1k_test,0.71704,,laion_aesthetic_s13b_b82k,0.71682,convnext_base_w_320 laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,0.92156,,convnext_base_w,wds/wds_imagenet1k_test,0.7098599999999999,,laion_aesthetic_s13b_b82k,0.7102,convnext_base_w laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,0.95968,,EVA01-g-14-plus,wds/wds_imagenet1k_test,0.7932,,merged2b_s11b_b114k,0.79306,EVA01-g-14-plus merged2b_s11b_b114k
,,,,,zeroshot_classification,,en,,0.95966,,EVA02-L-14,wds/wds_imagenet1k_test,0.7977799999999999,,merged2b_s4b_b131k,0.79752,EVA02-L-14 merged2b_s4b_b131k
,,,,,zeroshot_classification,,en,,0.96358,,EVA02-L-14-336,wds/wds_imagenet1k_test,0.8039,,merged2b_s6b_b61k,0.80376,EVA02-L-14-336 merged2b_s6b_b61k
,,,,,zeroshot_classification,,en,,0.94242,,EVA02-B-16,wds/wds_imagenet1k_test,0.7472799999999999,,merged2b_s8b_b131k,0.74736,EVA02-B-16 merged2b_s8b_b131k
,,,,,zeroshot_classification,,en,,0.9254,,ViT-B-16-quickgelu,wds/wds_imagenet1k_test,0.70804,,metaclip_400m,0.70816,ViT-B-16-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.89224,,ViT-B-32-quickgelu,wds/wds_imagenet1k_test,0.6559400000000001,,metaclip_400m,0.65584,ViT-B-32-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.94552,,ViT-L-14-quickgelu,wds/wds_imagenet1k_test,0.76208,,metaclip_400m,0.76206,ViT-L-14-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.9341,,ViT-B-16-quickgelu,wds/wds_imagenet1k_test,0.7213200000000001,,metaclip_fullcc,0.72146,ViT-B-16-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.90554,,ViT-B-32-quickgelu,wds/wds_imagenet1k_test,0.6762400000000001,,metaclip_fullcc,0.67668,ViT-B-32-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.96282,,ViT-H-14-quickgelu,wds/wds_imagenet1k_test,0.8050600000000001,,metaclip_fullcc,0.80534,ViT-H-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.959,,ViT-L-14-quickgelu,wds/wds_imagenet1k_test,0.7918000000000001,,metaclip_fullcc,0.79188,ViT-L-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.60454,,nllb-clip-base-siglip,wds/wds_imagenet1k_test,0.37060000000000004,,mrl,0.37052,nllb-clip-base-siglip mrl
,,,,,zeroshot_classification,,en,,0.70264,,nllb-clip-large-siglip,wds/wds_imagenet1k_test,0.46556000000000003,,mrl,0.46558,nllb-clip-large-siglip mrl
,,,,,zeroshot_classification,,en,,0.03428,,coca_ViT-B-32,wds/wds_imagenet1k_test,0.0091,,mscoco_finetuned_laion2b_s13b_b90k,0.00908,coca_ViT-B-32 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9327,,coca_ViT-L-14,wds/wds_imagenet1k_test,0.72124,,mscoco_finetuned_laion2b_s13b_b90k,0.72108,coca_ViT-L-14 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.88228,,RN101,wds/wds_imagenet1k_test,0.62306,,openai,0.62296,RN101 openai
,,,,,zeroshot_classification,,en,,0.88228,,RN101-quickgelu,wds/wds_imagenet1k_test,0.62306,,openai,0.62296,RN101-quickgelu openai
,,,,,zeroshot_classification,,en,,0.86546,,RN50,wds/wds_imagenet1k_test,0.59854,,openai,0.59838,RN50 openai
,,,,,zeroshot_classification,,en,,0.86546,,RN50-quickgelu,wds/wds_imagenet1k_test,0.59854,,openai,0.59838,RN50-quickgelu openai
,,,,,zeroshot_classification,,en,,0.92806,,RN50x16,wds/wds_imagenet1k_test,0.7072200000000001,,openai,0.70734,RN50x16 openai
,,,,,zeroshot_classification,,en,,0.90488,,RN50x4,wds/wds_imagenet1k_test,0.6623600000000001,,openai,0.6624,RN50x4 openai
,,,,,zeroshot_classification,,en,,0.94154,,RN50x64,wds/wds_imagenet1k_test,0.73916,,openai,0.739,RN50x64 openai
,,,,,zeroshot_classification,,en,,0.91874,,ViT-B-16,wds/wds_imagenet1k_test,0.68362,,openai,0.6834,ViT-B-16 openai
,,,,,zeroshot_classification,,en,,0.88812,,ViT-B-32,wds/wds_imagenet1k_test,0.6333199999999999,,openai,0.63306,ViT-B-32 openai
,,,,,zeroshot_classification,,en,,0.88812,,ViT-B-32-quickgelu,wds/wds_imagenet1k_test,0.6333199999999999,,openai,0.63306,ViT-B-32-quickgelu openai
,,,,,zeroshot_classification,,en,,0.95112,,ViT-L-14-336,wds/wds_imagenet1k_test,0.7657200000000001,,openai,0.76562,ViT-L-14-336 openai
,,,,,zeroshot_classification,,en,,0.9459,,ViT-L-14,wds/wds_imagenet1k_test,0.75536,,openai,0.75536,ViT-L-14 openai
,,,,,zeroshot_classification,,en,,0.45162,,nllb-clip-base,wds/wds_imagenet1k_test,0.24318,,v1,0.24316,nllb-clip-base v1
,,,,,zeroshot_classification,,en,,0.61086,,nllb-clip-base-siglip,wds/wds_imagenet1k_test,0.37514,,v1,0.37512,nllb-clip-base-siglip v1
,,,,,zeroshot_classification,,en,,0.59366,,nllb-clip-large,wds/wds_imagenet1k_test,0.36691999999999997,,v1,0.36704,nllb-clip-large v1
,,,,,zeroshot_classification,,en,,0.72454,,nllb-clip-large-siglip,wds/wds_imagenet1k_test,0.48503999999999997,,v1,0.485,nllb-clip-large-siglip v1
,,,,,zeroshot_classification,,en,,0.947,,ViT-B-16-SigLIP-256,wds/wds_imagenet1k_test,0.76546,,webli,0.7653,ViT-B-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,0.95544,,ViT-B-16-SigLIP-384,wds/wds_imagenet1k_test,0.78512,,webli,0.78496,ViT-B-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.95722,,ViT-B-16-SigLIP-512,wds/wds_imagenet1k_test,0.79122,,webli,0.79118,ViT-B-16-SigLIP-512 webli
,,,,,zeroshot_classification,,en,,0.944,,ViT-B-16-SigLIP,wds/wds_imagenet1k_test,0.7606,,webli,0.76046,ViT-B-16-SigLIP webli
,,,,,zeroshot_classification,,en,,0.94242,,ViT-B-16-SigLIP-i18n-256,wds/wds_imagenet1k_test,0.75122,,webli,0.75132,ViT-B-16-SigLIP-i18n-256 webli
,,,,,zeroshot_classification,,en,,0.9608,,ViT-L-16-SigLIP-256,wds/wds_imagenet1k_test,0.8045599999999999,,webli,0.80438,ViT-L-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,0.96628,,ViT-L-16-SigLIP-384,wds/wds_imagenet1k_test,0.82094,,webli,0.82076,ViT-L-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.97034,,ViT-SO400M-14-SigLIP-384,wds/wds_imagenet1k_test,0.83106,,webli,0.83084,ViT-SO400M-14-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.96678,,ViT-SO400M-14-SigLIP,wds/wds_imagenet1k_test,0.8204400000000001,,webli,0.82034,ViT-SO400M-14-SigLIP webli
,,,,,zeroshot_classification,,en,,0.5939,,RN101,wds/wds_imagenet1k_test,0.34046000000000004,,yfcc15m,0.34044,RN101 yfcc15m
,,,,,zeroshot_classification,,en,,0.60422,,RN101-quickgelu,wds/wds_imagenet1k_test,0.34874,,yfcc15m,0.34874,RN101-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,0.57126,,RN50,wds/wds_imagenet1k_test,0.32358000000000003,,yfcc15m,0.3236,RN50 yfcc15m
,,,,,zeroshot_classification,,en,,0.58326,,RN50-quickgelu,wds/wds_imagenet1k_test,0.32764,,yfcc15m,0.32756,RN50-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,0.2790666666666667,,RN50,wds/wds_imagenet-a_test,0.08883328632905602,,cc12m,0.07613333333333333,RN50 cc12m
,,,,,zeroshot_classification,,en,,0.2770666666666667,,RN50-quickgelu,wds/wds_imagenet-a_test,0.08793499459791189,,cc12m,0.07573333333333333,RN50-quickgelu cc12m
,,,,,zeroshot_classification,,en,,0.4896,,ViT-B-16,wds/wds_imagenet-a_test,0.20485421346491187,,commonpool_l_basic_s1b_b8k,0.19053333333333333,ViT-B-16 commonpool_l_basic_s1b_b8k
,,,,,zeroshot_classification,,en,,0.5425333333333333,,ViT-B-16,wds/wds_imagenet-a_test,0.23742542198091182,,commonpool_l_clip_s1b_b8k,0.2168,ViT-B-16 commonpool_l_clip_s1b_b8k
,,,,,zeroshot_classification,,en,,0.5337333333333333,,ViT-B-16,wds/wds_imagenet-a_test,0.2298650805239275,,commonpool_l_image_s1b_b8k,0.2148,ViT-B-16 commonpool_l_image_s1b_b8k
,,,,,zeroshot_classification,,en,,0.5102666666666666,,ViT-B-16,wds/wds_imagenet-a_test,0.21925758338693108,,commonpool_l_laion_s1b_b8k,0.2004,ViT-B-16 commonpool_l_laion_s1b_b8k
,,,,,zeroshot_classification,,en,,0.4348,,ViT-B-16,wds/wds_imagenet-a_test,0.1783807557097524,,commonpool_l_s1b_b8k,0.15893333333333334,ViT-B-16 commonpool_l_s1b_b8k
,,,,,zeroshot_classification,,en,,0.5393333333333333,,ViT-B-16,wds/wds_imagenet-a_test,0.23346243333683062,,commonpool_l_text_s1b_b8k,0.22333333333333333,ViT-B-16 commonpool_l_text_s1b_b8k
,,,,,zeroshot_classification,,en,,0.15733333333333333,,ViT-B-32,wds/wds_imagenet-a_test,0.0485500981956473,,commonpool_m_basic_s128m_b4k,0.038266666666666664,ViT-B-32 commonpool_m_basic_s128m_b4k
,,,,,zeroshot_classification,,en,,0.1708,,ViT-B-32,wds/wds_imagenet-a_test,0.05280388659910258,,commonpool_m_clip_s128m_b4k,0.042133333333333335,ViT-B-32 commonpool_m_clip_s128m_b4k
,,,,,zeroshot_classification,,en,,0.17533333333333334,,ViT-B-32,wds/wds_imagenet-a_test,0.04902528827449812,,commonpool_m_image_s128m_b4k,0.038533333333333336,ViT-B-32 commonpool_m_image_s128m_b4k
,,,,,zeroshot_classification,,en,,0.16173333333333334,,ViT-B-32,wds/wds_imagenet-a_test,0.047642591372771256,,commonpool_m_laion_s128m_b4k,0.0424,ViT-B-32 commonpool_m_laion_s128m_b4k
,,,,,zeroshot_classification,,en,,0.15066666666666667,,ViT-B-32,wds/wds_imagenet-a_test,0.04550596254681768,,commonpool_m_s128m_b4k,0.038933333333333334,ViT-B-32 commonpool_m_s128m_b4k
,,,,,zeroshot_classification,,en,,0.17253333333333334,,ViT-B-32,wds/wds_imagenet-a_test,0.05482109319579468,,commonpool_m_text_s128m_b4k,0.043333333333333335,ViT-B-32 commonpool_m_text_s128m_b4k
,,,,,zeroshot_classification,,en,,0.07866666666666666,,ViT-B-32,wds/wds_imagenet-a_test,0.02703041254266933,,commonpool_s_basic_s13m_b4k,0.020133333333333333,ViT-B-32 commonpool_s_basic_s13m_b4k
,,,,,zeroshot_classification,,en,,0.07613333333333333,,ViT-B-32,wds/wds_imagenet-a_test,0.02305044475332326,,commonpool_s_clip_s13m_b4k,0.018266666666666667,ViT-B-32 commonpool_s_clip_s13m_b4k
,,,,,zeroshot_classification,,en,,0.06306666666666666,,ViT-B-32,wds/wds_imagenet-a_test,0.017627591598008273,,commonpool_s_image_s13m_b4k,0.015466666666666667,ViT-B-32 commonpool_s_image_s13m_b4k
,,,,,zeroshot_classification,,en,,0.06013333333333333,,ViT-B-32,wds/wds_imagenet-a_test,0.020813803807501453,,commonpool_s_laion_s13m_b4k,0.014666666666666666,ViT-B-32 commonpool_s_laion_s13m_b4k
,,,,,zeroshot_classification,,en,,0.06546666666666667,,ViT-B-32,wds/wds_imagenet-a_test,0.020633942250033198,,commonpool_s_s13m_b4k,0.014,ViT-B-32 commonpool_s_s13m_b4k
,,,,,zeroshot_classification,,en,,0.07813333333333333,,ViT-B-32,wds/wds_imagenet-a_test,0.024941943983561973,,commonpool_s_text_s13m_b4k,0.0188,ViT-B-32 commonpool_s_text_s13m_b4k
,,,,,zeroshot_classification,,en,,0.8650666666666667,,ViT-L-14,wds/wds_imagenet-a_test,0.5998981827348173,,commonpool_xl_clip_s13b_b90k,0.6193333333333333,ViT-L-14 commonpool_xl_clip_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8442666666666667,,ViT-L-14,wds/wds_imagenet-a_test,0.5574239655343775,,commonpool_xl_laion_s13b_b90k,0.5745333333333333,ViT-L-14 commonpool_xl_laion_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8213333333333334,,ViT-L-14,wds/wds_imagenet-a_test,0.5509080743712623,,commonpool_xl_s13b_b90k,0.5629333333333333,ViT-L-14 commonpool_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.7634666666666666,,ViTamin-B,wds/wds_imagenet-a_test,0.4413650554453752,,datacomp1b,0.44226666666666664,ViTamin-B datacomp1b
,,,,,zeroshot_classification,,en,,0.7718666666666667,,ViTamin-B-LTT,wds/wds_imagenet-a_test,0.443673295772942,,datacomp1b,0.4436,ViTamin-B-LTT datacomp1b
,,,,,zeroshot_classification,,en,,0.9330666666666667,,ViTamin-L2-256,wds/wds_imagenet-a_test,0.7382081357497441,,datacomp1b,0.7766666666666666,ViTamin-L2-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.9466666666666667,,ViTamin-L2-336,wds/wds_imagenet-a_test,0.7740405539574646,,datacomp1b,0.8145333333333333,ViTamin-L2-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9236,,ViTamin-L-256,wds/wds_imagenet-a_test,0.7185896128174665,,datacomp1b,0.7609333333333334,ViTamin-L-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.914,,ViTamin-L2,wds/wds_imagenet-a_test,0.7051134103060783,,datacomp1b,0.7310666666666666,ViTamin-L2 datacomp1b
,,,,,zeroshot_classification,,en,,0.9354666666666667,,ViTamin-L-336,wds/wds_imagenet-a_test,0.7549333950334376,,datacomp1b,0.8032,ViTamin-L-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.8993333333333333,,ViTamin-L,wds/wds_imagenet-a_test,0.6930386274441738,,datacomp1b,0.7236,ViTamin-L datacomp1b
,,,,,zeroshot_classification,,en,,0.6148,,ViTamin-S,wds/wds_imagenet-a_test,0.2819542459343356,,datacomp1b,0.2713333333333333,ViTamin-S datacomp1b
,,,,,zeroshot_classification,,en,,0.6145333333333334,,ViTamin-S-LTT,wds/wds_imagenet-a_test,0.27610680049124686,,datacomp1b,0.2632,ViTamin-S-LTT datacomp1b
,,,,,zeroshot_classification,,en,,0.9372,,ViTamin-XL-256,wds/wds_imagenet-a_test,0.7468058525130239,,datacomp1b,0.7890666666666667,ViTamin-XL-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.9497333333333333,,ViTamin-XL-336,wds/wds_imagenet-a_test,0.7820987919516825,,datacomp1b,0.8270666666666666,ViTamin-XL-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9188,,ViTamin-XL-384,wds/wds_imagenet-a_test,0.7176402188340032,,datacomp1b,0.7518666666666667,ViTamin-XL-384 datacomp1b
,,,,,zeroshot_classification,,en,,0.9628,,ViT-bigG-14-CLIPA-336,wds/wds_imagenet-a_test,0.8325729774108762,,datacomp1b,0.8601333333333333,ViT-bigG-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9466666666666667,,ViT-bigG-14-CLIPA,wds/wds_imagenet-a_test,0.8001596334679859,,datacomp1b,0.8178666666666666,ViT-bigG-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.952,,ViT-H-14-CLIPA-336,wds/wds_imagenet-a_test,0.7977391554476324,,datacomp1b,0.8274666666666667,ViT-H-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9309333333333333,,ViT-H-14-CLIPA,wds/wds_imagenet-a_test,0.7527341169103049,,datacomp1b,0.7697333333333334,ViT-H-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.9374666666666667,,ViT-L-14-CLIPA-336,wds/wds_imagenet-a_test,0.7491663408486374,,datacomp1b,0.7770666666666667,ViT-L-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9065333333333333,,ViT-L-14-CLIPA,wds/wds_imagenet-a_test,0.7038841411501029,,datacomp1b,0.7121333333333333,ViT-L-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.8684,,MobileCLIP-B,wds/wds_imagenet-a_test,0.5898816672063981,,datacompdr_lt,0.5964,MobileCLIP-B datacompdr_lt
,,,,,zeroshot_classification,,en,,0.8616,,MobileCLIP-B,wds/wds_imagenet-a_test,0.5809788536055239,,datacompdr,0.5885333333333334,MobileCLIP-B datacompdr
,,,,,zeroshot_classification,,en,,0.7416,,MobileCLIP-S1,wds/wds_imagenet-a_test,0.41810184848965404,,datacompdr,0.4029333333333333,MobileCLIP-S1 datacompdr
,,,,,zeroshot_classification,,en,,0.8010666666666667,,MobileCLIP-S2,wds/wds_imagenet-a_test,0.4956514972054819,,datacompdr,0.49306666666666665,MobileCLIP-S2 datacompdr
,,,,,zeroshot_classification,,en,,0.6005333333333334,,ViT-B-16,wds/wds_imagenet-a_test,0.266912286938516,,datacomp_l_s1b_b8k,0.2548,ViT-B-16 datacomp_l_s1b_b8k
,,,,,zeroshot_classification,,en,,0.1776,,ViT-B-32,wds/wds_imagenet-a_test,0.05644155373333037,,datacomp_m_s128m_b4k,0.04906666666666667,ViT-B-32 datacomp_m_s128m_b4k
,,,,,zeroshot_classification,,en,,0.6870666666666667,,ViT-B-32-256,wds/wds_imagenet-a_test,0.3849169088097078,,datacomp_s34b_b86k,0.3757333333333333,ViT-B-32-256 datacomp_s34b_b86k
,,,,,zeroshot_classification,,en,,0.06306666666666666,,ViT-B-32,wds/wds_imagenet-a_test,0.017627591598008273,,datacomp_s_s13m_b4k,0.015466666666666667,ViT-B-32 datacomp_s_s13m_b4k
,,,,,zeroshot_classification,,en,,0.7874666666666666,,ViT-B-16,wds/wds_imagenet-a_test,0.46489134478400973,,datacomp_xl_s13b_b90k,0.48386666666666667,ViT-B-16 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.6337333333333334,,ViT-B-32,wds/wds_imagenet-a_test,0.30749226081331743,,datacomp_xl_s13b_b90k,0.3032,ViT-B-32 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8956,,ViT-L-14,wds/wds_imagenet-a_test,0.6610737356556541,,datacomp_xl_s13b_b90k,0.6956,ViT-L-14 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.7838666666666667,,ViT-B-16,wds/wds_imagenet-a_test,0.45280291237600884,,dfn2b,0.482,ViT-B-16 dfn2b
,,,,,zeroshot_classification,,en,,0.8804,,ViT-L-14-quickgelu,wds/wds_imagenet-a_test,0.6329357188376763,,dfn2b,0.668,ViT-L-14-quickgelu dfn2b
,,,,,zeroshot_classification,,en,,0.9438666666666666,,ViT-H-14-378-quickgelu,wds/wds_imagenet-a_test,0.766456333909572,,dfn5b,0.7966666666666666,ViT-H-14-378-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,0.8978666666666667,,ViT-H-14-quickgelu,wds/wds_imagenet-a_test,0.6869603812910742,,dfn5b,0.6990666666666666,ViT-H-14-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,0.8508,,xlm-roberta-large-ViT-H-14,wds/wds_imagenet-a_test,0.5753147238501672,,frozen_laion5b_s13b_b90k,0.5932,xlm-roberta-large-ViT-H-14 frozen_laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.5714666666666667,,ViT-B-32,wds/wds_imagenet-a_test,0.28390528095160694,,laion2b_e16,0.2617333333333333,ViT-B-32 laion2b_e16
,,,,,zeroshot_classification,,en,,0.5153333333333333,,roberta-ViT-B-32,wds/wds_imagenet-a_test,0.24230941689236654,,laion2b_s12b_b32k,0.212,roberta-ViT-B-32 laion2b_s12b_b32k
,,,,,zeroshot_classification,,en,,0.834,,ViT-g-14,wds/wds_imagenet-a_test,0.565448661470027,,laion2b_s12b_b42k,0.572,ViT-g-14 laion2b_s12b_b42k
,,,,,zeroshot_classification,,en,,0.7248,,convnext_base_w,wds/wds_imagenet-a_test,0.3955058632920583,,laion2b_s13b_b82k_augreg,0.382,convnext_base_w laion2b_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.7292,,convnext_base_w,wds/wds_imagenet-a_test,0.4053594208739778,,laion2b_s13b_b82k,0.3984,convnext_base_w laion2b_s13b_b82k
,,,,,zeroshot_classification,,en,,0.5145333333333333,,coca_ViT-B-32,wds/wds_imagenet-a_test,0.23772605185568008,,laion2b_s13b_b90k,0.2164,coca_ViT-B-32 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8073333333333333,,coca_ViT-L-14,wds/wds_imagenet-a_test,0.5396321862413335,,laion2b_s13b_b90k,0.5345333333333333,coca_ViT-L-14 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8281333333333334,,convnext_large_d,wds/wds_imagenet-a_test,0.5369912667062257,,laion2b_s26b_b102k_augreg,0.5352,convnext_large_d laion2b_s26b_b102k_augreg
,,,,,zeroshot_classification,,en,,0.8625333333333334,,convnext_large_d_320,wds/wds_imagenet-a_test,0.585580418340535,,laion2b_s29b_b131k_ft,0.5928,convnext_large_d_320 laion2b_s29b_b131k_ft
,,,,,zeroshot_classification,,en,,0.872,,convnext_large_d_320,wds/wds_imagenet-a_test,0.5965729272457597,,laion2b_s29b_b131k_ft_soup,0.604,convnext_large_d_320 laion2b_s29b_b131k_ft_soup
,,,,,zeroshot_classification,,en,,0.8568,,ViT-H-14,wds/wds_imagenet-a_test,0.5821760648496898,,laion2b_s32b_b79k,0.5936,ViT-H-14 laion2b_s32b_b79k
,,,,,zeroshot_classification,,en,,0.8208,,ViT-L-14,wds/wds_imagenet-a_test,0.538619037975454,,laion2b_s32b_b82k,0.5385333333333333,ViT-L-14 laion2b_s32b_b82k
,,,,,zeroshot_classification,,en,,0.5736,,ViT-B-32,wds/wds_imagenet-a_test,0.2777784276480837,,laion2b_s34b_b79k,0.26293333333333335,ViT-B-32 laion2b_s34b_b79k
,,,,,zeroshot_classification,,en,,0.8966666666666666,,convnext_xxlarge,wds/wds_imagenet-a_test,0.6526581674975128,,laion2b_s34b_b82k_augreg,0.67,convnext_xxlarge laion2b_s34b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.8984,,convnext_xxlarge,wds/wds_imagenet-a_test,0.647528960975811,,laion2b_s34b_b82k_augreg_rewind,0.6654666666666667,convnext_xxlarge laion2b_s34b_b82k_augreg_rewind
,,,,,zeroshot_classification,,en,,0.9008,,convnext_xxlarge,wds/wds_imagenet-a_test,0.6558646640558687,,laion2b_s34b_b82k_augreg_soup,0.6728,convnext_xxlarge laion2b_s34b_b82k_augreg_soup
,,,,,zeroshot_classification,,en,,0.7064,,ViT-B-16,wds/wds_imagenet-a_test,0.3852237449261267,,laion2b_s34b_b88k,0.382,ViT-B-16 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,0.8553333333333333,,ViT-g-14,wds/wds_imagenet-a_test,0.5977198261643999,,laion2b_s34b_b88k,0.6086666666666667,ViT-g-14 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,0.8992,,ViT-bigG-14,wds/wds_imagenet-a_test,0.6731439246740395,,laion2b_s39b_b160k,0.6934666666666667,ViT-bigG-14 laion2b_s39b_b160k
,,,,,zeroshot_classification,,en,,0.9456,,EVA02-E-14,wds/wds_imagenet-a_test,0.7616567154779561,,laion2b_s4b_b115k,0.8042666666666667,EVA02-E-14 laion2b_s4b_b115k
,,,,,zeroshot_classification,,en,,0.9469333333333333,,EVA02-E-14-plus,wds/wds_imagenet-a_test,0.7727955164019434,,laion2b_s9b_b144k,0.8222666666666667,EVA02-E-14-plus laion2b_s9b_b144k
,,,,,zeroshot_classification,,en,,0.9146666666666666,,ViT-H-14-CLIPA-336,wds/wds_imagenet-a_test,0.7138001558842996,,laion2b,0.7214666666666667,ViT-H-14-CLIPA-336 laion2b
,,,,,zeroshot_classification,,en,,0.6628,,ViT-B-16,wds/wds_imagenet-a_test,0.33865554741128656,,laion400m_e31,0.3324,ViT-B-16 laion400m_e31
,,,,,zeroshot_classification,,en,,0.6989333333333333,,ViT-B-16-plus-240,wds/wds_imagenet-a_test,0.38079179941925345,,laion400m_e31,0.3681333333333333,ViT-B-16-plus-240 laion400m_e31
,,,,,zeroshot_classification,,en,,0.4965333333333333,,ViT-B-32,wds/wds_imagenet-a_test,0.21486629815997793,,laion400m_e31,0.196,ViT-B-32 laion400m_e31
,,,,,zeroshot_classification,,en,,0.5270666666666667,,ViT-B-32-quickgelu,wds/wds_imagenet-a_test,0.2323401820131795,,laion400m_e31,0.21586666666666668,ViT-B-32-quickgelu laion400m_e31
,,,,,zeroshot_classification,,en,,0.7636,,ViT-L-14,wds/wds_imagenet-a_test,0.46714388707647986,,laion400m_e31,0.46,ViT-L-14 laion400m_e31
,,,,,zeroshot_classification,,en,,0.6661333333333334,,ViT-B-16,wds/wds_imagenet-a_test,0.3397059078745725,,laion400m_e32,0.332,ViT-B-16 laion400m_e32
,,,,,zeroshot_classification,,en,,0.7022666666666667,,ViT-B-16-plus-240,wds/wds_imagenet-a_test,0.38289144816616205,,laion400m_e32,0.3688,ViT-B-16-plus-240 laion400m_e32
,,,,,zeroshot_classification,,en,,0.49693333333333334,,ViT-B-32,wds/wds_imagenet-a_test,0.21346388424159318,,laion400m_e32,0.19533333333333333,ViT-B-32 laion400m_e32
,,,,,zeroshot_classification,,en,,0.5302666666666667,,ViT-B-32-quickgelu,wds/wds_imagenet-a_test,0.2351499700003281,,laion400m_e32,0.2172,ViT-B-32-quickgelu laion400m_e32
,,,,,zeroshot_classification,,en,,0.7665333333333333,,ViT-L-14,wds/wds_imagenet-a_test,0.47139978113009096,,laion400m_e32,0.4649333333333333,ViT-L-14 laion400m_e32
,,,,,zeroshot_classification,,en,,0.9093333333333333,,EVA01-g-14,wds/wds_imagenet-a_test,0.6996633468449311,,laion400m_s11b_b41k,0.7358666666666667,EVA01-g-14 laion400m_s11b_b41k
,,,,,zeroshot_classification,,en,,0.6393333333333333,,convnext_base,wds/wds_imagenet-a_test,0.32447664497806883,,laion400m_s13b_b51k,0.3088,convnext_base laion400m_s13b_b51k
,,,,,zeroshot_classification,,en,,0.5464,,xlm-roberta-base-ViT-B-32,wds/wds_imagenet-a_test,0.25546813391900214,,laion5b_s13b_b90k,0.2356,xlm-roberta-base-ViT-B-32 laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.7412,,convnext_base_w_320,wds/wds_imagenet-a_test,0.43071498341359027,,laion_aesthetic_s13b_b82k_augreg,0.41546666666666665,convnext_base_w_320 laion_aesthetic_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.7492,,convnext_base_w_320,wds/wds_imagenet-a_test,0.4237165477072908,,laion_aesthetic_s13b_b82k,0.4226666666666667,convnext_base_w_320 laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,0.7333333333333333,,convnext_base_w,wds/wds_imagenet-a_test,0.41106531401556107,,laion_aesthetic_s13b_b82k,0.41133333333333333,convnext_base_w laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,0.9269333333333334,,EVA01-g-14-plus,wds/wds_imagenet-a_test,0.7138575931034962,,merged2b_s11b_b114k,0.7412,EVA01-g-14-plus merged2b_s11b_b114k
,,,,,zeroshot_classification,,en,,0.9201333333333334,,EVA02-L-14,wds/wds_imagenet-a_test,0.7216008358376063,,merged2b_s4b_b131k,0.7616,EVA02-L-14 merged2b_s4b_b131k
,,,,,zeroshot_classification,,en,,0.9469333333333333,,EVA02-L-14-336,wds/wds_imagenet-a_test,0.7817041536652155,,merged2b_s6b_b61k,0.8288,EVA02-L-14-336 merged2b_s6b_b61k
,,,,,zeroshot_classification,,en,,0.8057333333333333,,EVA02-B-16,wds/wds_imagenet-a_test,0.5151464657783902,,merged2b_s8b_b131k,0.5393333333333333,EVA02-B-16 merged2b_s8b_b131k
,,,,,zeroshot_classification,,en,,0.7868,,ViT-B-16-quickgelu,wds/wds_imagenet-a_test,0.45814863715289256,,metaclip_400m,0.47013333333333335,ViT-B-16-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.6165333333333334,,ViT-B-32-quickgelu,wds/wds_imagenet-a_test,0.300055250458331,,metaclip_400m,0.28626666666666667,ViT-B-32-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.8805333333333333,,ViT-L-14-quickgelu,wds/wds_imagenet-a_test,0.6404174113237369,,metaclip_400m,0.6638666666666667,ViT-L-14-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.806,,ViT-B-16-quickgelu,wds/wds_imagenet-a_test,0.48674938106654536,,metaclip_fullcc,0.49546666666666667,ViT-B-16-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.6372,,ViT-B-32-quickgelu,wds/wds_imagenet-a_test,0.3128701531487582,,metaclip_fullcc,0.2992,ViT-B-32-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.9184,,ViT-H-14-quickgelu,wds/wds_imagenet-a_test,0.7266757605334503,,metaclip_fullcc,0.7532,ViT-H-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.9112,,ViT-L-14-quickgelu,wds/wds_imagenet-a_test,0.6955133884098295,,metaclip_fullcc,0.7228,ViT-L-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.49146666666666666,,nllb-clip-base-siglip,wds/wds_imagenet-a_test,0.31190751391369376,,mrl,0.2613333333333333,nllb-clip-base-siglip mrl
,,,,,zeroshot_classification,,en,,0.6745333333333333,,nllb-clip-large-siglip,wds/wds_imagenet-a_test,0.44605026549095533,,mrl,0.39266666666666666,nllb-clip-large-siglip mrl
,,,,,zeroshot_classification,,en,,0.04426666666666667,,coca_ViT-B-32,wds/wds_imagenet-a_test,0.012550537224532698,,mscoco_finetuned_laion2b_s13b_b90k,0.009066666666666667,coca_ViT-B-32 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.7524,,coca_ViT-L-14,wds/wds_imagenet-a_test,0.47186455403130867,,mscoco_finetuned_laion2b_s13b_b90k,0.4573333333333333,coca_ViT-L-14 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.6397333333333334,,RN101,wds/wds_imagenet-a_test,0.3110113685459964,,openai,0.29546666666666666,RN101 openai
,,,,,zeroshot_classification,,en,,0.6397333333333334,,RN101-quickgelu,wds/wds_imagenet-a_test,0.3110113685459964,,openai,0.29546666666666666,RN101-quickgelu openai
,,,,,zeroshot_classification,,en,,0.566,,RN50,wds/wds_imagenet-a_test,0.24413310802750118,,openai,0.23226666666666668,RN50 openai
,,,,,zeroshot_classification,,en,,0.566,,RN50-quickgelu,wds/wds_imagenet-a_test,0.24413310802750118,,openai,0.23226666666666668,RN50-quickgelu openai
,,,,,zeroshot_classification,,en,,0.8457333333333333,,RN50x16,wds/wds_imagenet-a_test,0.5602657313441157,,openai,0.5716,RN50x16 openai
,,,,,zeroshot_classification,,en,,0.7429333333333333,,RN50x4,wds/wds_imagenet-a_test,0.4169192774036175,,openai,0.4152,RN50x4 openai
,,,,,zeroshot_classification,,en,,0.9082666666666667,,RN50x64,wds/wds_imagenet-a_test,0.6657864534014624,,openai,0.7074666666666667,RN50x64 openai
,,,,,zeroshot_classification,,en,,0.8041333333333334,,ViT-B-16,wds/wds_imagenet-a_test,0.4821581267652796,,openai,0.4996,ViT-B-16 openai
,,,,,zeroshot_classification,,en,,0.6414666666666666,,ViT-B-32,wds/wds_imagenet-a_test,0.32754456444721664,,openai,0.31626666666666664,ViT-B-32 openai
,,,,,zeroshot_classification,,en,,0.6414666666666666,,ViT-B-32-quickgelu,wds/wds_imagenet-a_test,0.32754456444721664,,openai,0.31626666666666664,ViT-B-32-quickgelu openai
,,,,,zeroshot_classification,,en,,0.9365333333333333,,ViT-L-14-336,wds/wds_imagenet-a_test,0.7360761388568986,,openai,0.7752,ViT-L-14-336 openai
,,,,,zeroshot_classification,,en,,0.9077333333333333,,ViT-L-14,wds/wds_imagenet-a_test,0.6788555732591435,,openai,0.7074666666666667,ViT-L-14 openai
,,,,,zeroshot_classification,,en,,0.24613333333333334,,nllb-clip-base,wds/wds_imagenet-a_test,0.12375390664027618,,v1,0.09213333333333333,nllb-clip-base v1
,,,,,zeroshot_classification,,en,,0.5345333333333333,,nllb-clip-base-siglip,wds/wds_imagenet-a_test,0.34223998892360113,,v1,0.2889333333333333,nllb-clip-base-siglip v1
,,,,,zeroshot_classification,,en,,0.5349333333333334,,nllb-clip-large,wds/wds_imagenet-a_test,0.30199847208399694,,v1,0.2636,nllb-clip-large v1
,,,,,zeroshot_classification,,en,,0.7361333333333333,,nllb-clip-large-siglip,wds/wds_imagenet-a_test,0.5255883934716123,,v1,0.48,nllb-clip-large-siglip v1
,,,,,zeroshot_classification,,en,,0.7648,,ViT-B-16-SigLIP-256,wds/wds_imagenet-a_test,0.5118662048643772,,webli,0.4884,ViT-B-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,0.8617333333333334,,ViT-B-16-SigLIP-384,wds/wds_imagenet-a_test,0.6284267133608006,,webli,0.6233333333333333,ViT-B-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.8929333333333334,,ViT-B-16-SigLIP-512,wds/wds_imagenet-a_test,0.6726543018954654,,webli,0.6766666666666666,ViT-B-16-SigLIP-512 webli
,,,,,zeroshot_classification,,en,,0.7412,,ViT-B-16-SigLIP,wds/wds_imagenet-a_test,0.4852070676041999,,webli,0.4544,ViT-B-16-SigLIP webli
,,,,,zeroshot_classification,,en,,0.7469333333333333,,ViT-B-16-SigLIP-i18n-256,wds/wds_imagenet-a_test,0.48664948831264576,,webli,0.45853333333333335,ViT-B-16-SigLIP-i18n-256 webli
,,,,,zeroshot_classification,,en,,0.8441333333333333,,ViT-L-16-SigLIP-256,wds/wds_imagenet-a_test,0.6346760469576312,,webli,0.6212,ViT-L-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,0.918,,ViT-L-16-SigLIP-384,wds/wds_imagenet-a_test,0.7536735304396346,,webli,0.7661333333333333,ViT-L-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.9526666666666667,,ViT-SO400M-14-SigLIP-384,wds/wds_imagenet-a_test,0.8125970656192787,,webli,0.8241333333333334,ViT-SO400M-14-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.8962666666666667,,ViT-SO400M-14-SigLIP,wds/wds_imagenet-a_test,0.7217762195244631,,webli,0.718,ViT-SO400M-14-SigLIP webli
,,,,,zeroshot_classification,,en,,0.4382666666666667,,RN101,wds/wds_imagenet-a_test,0.15008060607884993,,yfcc15m,0.16146666666666668,RN101 yfcc15m
,,,,,zeroshot_classification,,en,,0.4418666666666667,,RN101-quickgelu,wds/wds_imagenet-a_test,0.14915047051834568,,yfcc15m,0.15613333333333335,RN101-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,0.4,,RN50,wds/wds_imagenet-a_test,0.13199597494211257,,yfcc15m,0.13653333333333334,RN50 yfcc15m
,,,,,zeroshot_classification,,en,,0.39786666666666665,,RN50-quickgelu,wds/wds_imagenet-a_test,0.13726016449961193,,yfcc15m,0.13746666666666665,RN50-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,0.704,,RN50,wds/wds_imagenet-o_test,0.4286053599049729,,cc12m,0.4165,RN50 cc12m
,,,,,zeroshot_classification,,en,,0.7155,,RN50-quickgelu,wds/wds_imagenet-o_test,0.43068384362026,,cc12m,0.416,RN50-quickgelu cc12m
,,,,,zeroshot_classification,,en,,0.763,,ViT-B-16,wds/wds_imagenet-o_test,0.47642360840483905,,commonpool_l_basic_s1b_b8k,0.46,ViT-B-16 commonpool_l_basic_s1b_b8k
,,,,,zeroshot_classification,,en,,0.793,,ViT-B-16,wds/wds_imagenet-o_test,0.507341456921991,,commonpool_l_clip_s1b_b8k,0.496,ViT-B-16 commonpool_l_clip_s1b_b8k
,,,,,zeroshot_classification,,en,,0.7665,,ViT-B-16,wds/wds_imagenet-o_test,0.48736239088998373,,commonpool_l_image_s1b_b8k,0.473,ViT-B-16 commonpool_l_image_s1b_b8k
,,,,,zeroshot_classification,,en,,0.8055,,ViT-B-16,wds/wds_imagenet-o_test,0.5109469191627086,,commonpool_l_laion_s1b_b8k,0.493,ViT-B-16 commonpool_l_laion_s1b_b8k
,,,,,zeroshot_classification,,en,,0.728,,ViT-B-16,wds/wds_imagenet-o_test,0.4455588923975921,,commonpool_l_s1b_b8k,0.4335,ViT-B-16 commonpool_l_s1b_b8k
,,,,,zeroshot_classification,,en,,0.781,,ViT-B-16,wds/wds_imagenet-o_test,0.4880225099418985,,commonpool_l_text_s1b_b8k,0.477,ViT-B-16 commonpool_l_text_s1b_b8k
,,,,,zeroshot_classification,,en,,0.6485,,ViT-B-32,wds/wds_imagenet-o_test,0.355755599994261,,commonpool_m_basic_s128m_b4k,0.349,ViT-B-32 commonpool_m_basic_s128m_b4k
,,,,,zeroshot_classification,,en,,0.6905,,ViT-B-32,wds/wds_imagenet-o_test,0.4008137198972338,,commonpool_m_clip_s128m_b4k,0.392,ViT-B-32 commonpool_m_clip_s128m_b4k
,,,,,zeroshot_classification,,en,,0.692,,ViT-B-32,wds/wds_imagenet-o_test,0.38172538315657506,,commonpool_m_image_s128m_b4k,0.38,ViT-B-32 commonpool_m_image_s128m_b4k
,,,,,zeroshot_classification,,en,,0.641,,ViT-B-32,wds/wds_imagenet-o_test,0.35361934993970595,,commonpool_m_laion_s128m_b4k,0.349,ViT-B-32 commonpool_m_laion_s128m_b4k
,,,,,zeroshot_classification,,en,,0.5735,,ViT-B-32,wds/wds_imagenet-o_test,0.2853467498059217,,commonpool_m_s128m_b4k,0.2775,ViT-B-32 commonpool_m_s128m_b4k
,,,,,zeroshot_classification,,en,,0.6705,,ViT-B-32,wds/wds_imagenet-o_test,0.3779143168192317,,commonpool_m_text_s128m_b4k,0.37,ViT-B-32 commonpool_m_text_s128m_b4k
,,,,,zeroshot_classification,,en,,0.279,,ViT-B-32,wds/wds_imagenet-o_test,0.0910750988004084,,commonpool_s_basic_s13m_b4k,0.0985,ViT-B-32 commonpool_s_basic_s13m_b4k
,,,,,zeroshot_classification,,en,,0.338,,ViT-B-32,wds/wds_imagenet-o_test,0.12901033241354448,,commonpool_s_clip_s13m_b4k,0.138,ViT-B-32 commonpool_s_clip_s13m_b4k
,,,,,zeroshot_classification,,en,,0.296,,ViT-B-32,wds/wds_imagenet-o_test,0.09927772716189898,,commonpool_s_image_s13m_b4k,0.1055,ViT-B-32 commonpool_s_image_s13m_b4k
,,,,,zeroshot_classification,,en,,0.2465,,ViT-B-32,wds/wds_imagenet-o_test,0.09806167559220964,,commonpool_s_laion_s13m_b4k,0.1015,ViT-B-32 commonpool_s_laion_s13m_b4k
,,,,,zeroshot_classification,,en,,0.2505,,ViT-B-32,wds/wds_imagenet-o_test,0.09089447270136125,,commonpool_s_s13m_b4k,0.1,ViT-B-32 commonpool_s_s13m_b4k
,,,,,zeroshot_classification,,en,,0.311,,ViT-B-32,wds/wds_imagenet-o_test,0.12338455089372273,,commonpool_s_text_s13m_b4k,0.127,ViT-B-32 commonpool_s_text_s13m_b4k
,,,,,zeroshot_classification,,en,,0.666,,ViT-L-14,wds/wds_imagenet-o_test,0.36565941042531597,,commonpool_xl_clip_s13b_b90k,0.3535,ViT-L-14 commonpool_xl_clip_s13b_b90k
,,,,,zeroshot_classification,,en,,0.695,,ViT-L-14,wds/wds_imagenet-o_test,0.3852250182608929,,commonpool_xl_laion_s13b_b90k,0.3725,ViT-L-14 commonpool_xl_laion_s13b_b90k
,,,,,zeroshot_classification,,en,,0.563,,ViT-L-14,wds/wds_imagenet-o_test,0.3033693734155422,,commonpool_xl_s13b_b90k,0.2855,ViT-L-14 commonpool_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.734,,ViTamin-B,wds/wds_imagenet-o_test,0.4401519151170467,,datacomp1b,0.423,ViTamin-B datacomp1b
,,,,,zeroshot_classification,,en,,0.7795,,ViTamin-B-LTT,wds/wds_imagenet-o_test,0.46552614314649915,,datacomp1b,0.4485,ViTamin-B-LTT datacomp1b
,,,,,zeroshot_classification,,en,,0.6795,,ViTamin-L2-256,wds/wds_imagenet-o_test,0.36305992861197967,,datacomp1b,0.3425,ViTamin-L2-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.679,,ViTamin-L2-336,wds/wds_imagenet-o_test,0.3591652677173188,,datacomp1b,0.34,ViTamin-L2-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.638,,ViTamin-L-256,wds/wds_imagenet-o_test,0.34415631134001884,,datacomp1b,0.323,ViTamin-L-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.6815,,ViTamin-L2,wds/wds_imagenet-o_test,0.3608575264089196,,datacomp1b,0.338,ViTamin-L2 datacomp1b
,,,,,zeroshot_classification,,en,,0.635,,ViTamin-L-336,wds/wds_imagenet-o_test,0.33202954088824826,,datacomp1b,0.3145,ViTamin-L-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.641,,ViTamin-L,wds/wds_imagenet-o_test,0.33750503557330186,,datacomp1b,0.3195,ViTamin-L datacomp1b
,,,,,zeroshot_classification,,en,,0.823,,ViTamin-S,wds/wds_imagenet-o_test,0.5219222570343313,,datacomp1b,0.5075,ViTamin-S datacomp1b
,,,,,zeroshot_classification,,en,,0.8195,,ViTamin-S-LTT,wds/wds_imagenet-o_test,0.5292852714193271,,datacomp1b,0.515,ViTamin-S-LTT datacomp1b
,,,,,zeroshot_classification,,en,,0.694,,ViTamin-XL-256,wds/wds_imagenet-o_test,0.36551749136656253,,datacomp1b,0.3495,ViTamin-XL-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.691,,ViTamin-XL-336,wds/wds_imagenet-o_test,0.35451794047885377,,datacomp1b,0.3395,ViTamin-XL-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.692,,ViTamin-XL-384,wds/wds_imagenet-o_test,0.3591331745138247,,datacomp1b,0.3465,ViTamin-XL-384 datacomp1b
,,,,,zeroshot_classification,,en,,0.622,,ViT-bigG-14-CLIPA-336,wds/wds_imagenet-o_test,0.3316215779361677,,datacomp1b,0.313,ViT-bigG-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.629,,ViT-bigG-14-CLIPA,wds/wds_imagenet-o_test,0.32680980221189204,,datacomp1b,0.3075,ViT-bigG-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.641,,ViT-H-14-CLIPA-336,wds/wds_imagenet-o_test,0.32789876770975845,,datacomp1b,0.312,ViT-H-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.649,,ViT-H-14-CLIPA,wds/wds_imagenet-o_test,0.32649706203669054,,datacomp1b,0.3125,ViT-H-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.6485,,ViT-L-14-CLIPA-336,wds/wds_imagenet-o_test,0.34660935900185125,,datacomp1b,0.3285,ViT-L-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.6585,,ViT-L-14-CLIPA,wds/wds_imagenet-o_test,0.3502994998508543,,datacomp1b,0.3365,ViT-L-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.742,,MobileCLIP-B,wds/wds_imagenet-o_test,0.43246650681190163,,datacompdr_lt,0.4165,MobileCLIP-B datacompdr_lt
,,,,,zeroshot_classification,,en,,0.7485,,MobileCLIP-B,wds/wds_imagenet-o_test,0.4235504056744769,,datacompdr,0.41,MobileCLIP-B datacompdr
,,,,,zeroshot_classification,,en,,0.82,,MobileCLIP-S1,wds/wds_imagenet-o_test,0.5184066559128866,,datacompdr,0.506,MobileCLIP-S1 datacompdr
,,,,,zeroshot_classification,,en,,0.7885,,MobileCLIP-S2,wds/wds_imagenet-o_test,0.48353712443387364,,datacompdr,0.469,MobileCLIP-S2 datacompdr
,,,,,zeroshot_classification,,en,,0.809,,ViT-B-16,wds/wds_imagenet-o_test,0.5050792096706184,,datacomp_l_s1b_b8k,0.495,ViT-B-16 datacomp_l_s1b_b8k
,,,,,zeroshot_classification,,en,,0.7,,ViT-B-32,wds/wds_imagenet-o_test,0.4169505547170408,,datacomp_m_s128m_b4k,0.4085,ViT-B-32 datacomp_m_s128m_b4k
,,,,,zeroshot_classification,,en,,0.792,,ViT-B-32-256,wds/wds_imagenet-o_test,0.4838234896467481,,datacomp_s34b_b86k,0.464,ViT-B-32-256 datacomp_s34b_b86k
,,,,,zeroshot_classification,,en,,0.296,,ViT-B-32,wds/wds_imagenet-o_test,0.09927772716189898,,datacomp_s_s13m_b4k,0.1055,ViT-B-32 datacomp_s_s13m_b4k
,,,,,zeroshot_classification,,en,,0.7565,,ViT-B-16,wds/wds_imagenet-o_test,0.44799128837708563,,datacomp_xl_s13b_b90k,0.4285,ViT-B-16 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.822,,ViT-B-32,wds/wds_imagenet-o_test,0.5119573672371659,,datacomp_xl_s13b_b90k,0.4975,ViT-B-32 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.6455,,ViT-L-14,wds/wds_imagenet-o_test,0.34194760664602003,,datacomp_xl_s13b_b90k,0.3255,ViT-L-14 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.803,,ViT-B-16,wds/wds_imagenet-o_test,0.5083158102690223,,dfn2b,0.493,ViT-B-16 dfn2b
,,,,,zeroshot_classification,,en,,0.7205,,ViT-L-14-quickgelu,wds/wds_imagenet-o_test,0.4107757606600485,,dfn2b,0.393,ViT-L-14-quickgelu dfn2b
,,,,,zeroshot_classification,,en,,0.725,,ViT-H-14-378-quickgelu,wds/wds_imagenet-o_test,0.39713988416983775,,dfn5b,0.3805,ViT-H-14-378-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,0.734,,ViT-H-14-quickgelu,wds/wds_imagenet-o_test,0.3962729572285299,,dfn5b,0.38,ViT-H-14-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,0.6635,,xlm-roberta-large-ViT-H-14,wds/wds_imagenet-o_test,0.3540946449319515,,frozen_laion5b_s13b_b90k,0.34,xlm-roberta-large-ViT-H-14 frozen_laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8175,,ViT-B-32,wds/wds_imagenet-o_test,0.5130053446424576,,laion2b_e16,0.503,ViT-B-32 laion2b_e16
,,,,,zeroshot_classification,,en,,0.8095,,roberta-ViT-B-32,wds/wds_imagenet-o_test,0.5191966498284997,,laion2b_s12b_b32k,0.5075,roberta-ViT-B-32 laion2b_s12b_b32k
,,,,,zeroshot_classification,,en,,0.6975,,ViT-g-14,wds/wds_imagenet-o_test,0.3946002839566694,,laion2b_s12b_b42k,0.3785,ViT-g-14 laion2b_s12b_b42k
,,,,,zeroshot_classification,,en,,0.823,,convnext_base_w,wds/wds_imagenet-o_test,0.5213869779901901,,laion2b_s13b_b82k_augreg,0.5105,convnext_base_w laion2b_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.7945,,convnext_base_w,wds/wds_imagenet-o_test,0.4966759438703711,,laion2b_s13b_b82k,0.481,convnext_base_w laion2b_s13b_b82k
,,,,,zeroshot_classification,,en,,0.804,,coca_ViT-B-32,wds/wds_imagenet-o_test,0.5026899351078917,,laion2b_s13b_b90k,0.499,coca_ViT-B-32 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.677,,coca_ViT-L-14,wds/wds_imagenet-o_test,0.37113454998733636,,laion2b_s13b_b90k,0.3545,coca_ViT-L-14 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.773,,convnext_large_d,wds/wds_imagenet-o_test,0.4628288155600849,,laion2b_s26b_b102k_augreg,0.443,convnext_large_d laion2b_s26b_b102k_augreg
,,,,,zeroshot_classification,,en,,0.7615,,convnext_large_d_320,wds/wds_imagenet-o_test,0.45820482631403686,,laion2b_s29b_b131k_ft,0.4395,convnext_large_d_320 laion2b_s29b_b131k_ft
,,,,,zeroshot_classification,,en,,0.756,,convnext_large_d_320,wds/wds_imagenet-o_test,0.45466812105593063,,laion2b_s29b_b131k_ft_soup,0.441,convnext_large_d_320 laion2b_s29b_b131k_ft_soup
,,,,,zeroshot_classification,,en,,0.706,,ViT-H-14,wds/wds_imagenet-o_test,0.40255537361245564,,laion2b_s32b_b79k,0.3825,ViT-H-14 laion2b_s32b_b79k
,,,,,zeroshot_classification,,en,,0.694,,ViT-L-14,wds/wds_imagenet-o_test,0.4029541941546586,,laion2b_s32b_b82k,0.3865,ViT-L-14 laion2b_s32b_b82k
,,,,,zeroshot_classification,,en,,0.8195,,ViT-B-32,wds/wds_imagenet-o_test,0.5115413852100772,,laion2b_s34b_b79k,0.5,ViT-B-32 laion2b_s34b_b79k
,,,,,zeroshot_classification,,en,,0.7265,,convnext_xxlarge,wds/wds_imagenet-o_test,0.4254765681042384,,laion2b_s34b_b82k_augreg,0.4025,convnext_xxlarge laion2b_s34b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.734,,convnext_xxlarge,wds/wds_imagenet-o_test,0.41881198655575586,,laion2b_s34b_b82k_augreg_rewind,0.3975,convnext_xxlarge laion2b_s34b_b82k_augreg_rewind
,,,,,zeroshot_classification,,en,,0.731,,convnext_xxlarge,wds/wds_imagenet-o_test,0.4285895448892353,,laion2b_s34b_b82k_augreg_soup,0.406,convnext_xxlarge laion2b_s34b_b82k_augreg_soup
,,,,,zeroshot_classification,,en,,0.774,,ViT-B-16,wds/wds_imagenet-o_test,0.4723747232213951,,laion2b_s34b_b88k,0.462,ViT-B-16 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,0.6955,,ViT-g-14,wds/wds_imagenet-o_test,0.3925536016872704,,laion2b_s34b_b88k,0.37,ViT-g-14 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,0.7105,,ViT-bigG-14,wds/wds_imagenet-o_test,0.39345420509143414,,laion2b_s39b_b160k,0.378,ViT-bigG-14 laion2b_s39b_b160k
,,,,,zeroshot_classification,,en,,0.678,,EVA02-E-14,wds/wds_imagenet-o_test,0.34760383296613945,,laion2b_s4b_b115k,0.335,EVA02-E-14 laion2b_s4b_b115k
,,,,,zeroshot_classification,,en,,0.684,,EVA02-E-14-plus,wds/wds_imagenet-o_test,0.3689104830970543,,laion2b_s9b_b144k,0.354,EVA02-E-14-plus laion2b_s9b_b144k
,,,,,zeroshot_classification,,en,,0.6975,,ViT-H-14-CLIPA-336,wds/wds_imagenet-o_test,0.38635033594716256,,laion2b,0.365,ViT-H-14-CLIPA-336 laion2b
,,,,,zeroshot_classification,,en,,0.812,,ViT-B-16,wds/wds_imagenet-o_test,0.5116813044970165,,laion400m_e31,0.502,ViT-B-16 laion400m_e31
,,,,,zeroshot_classification,,en,,0.808,,ViT-B-16-plus-240,wds/wds_imagenet-o_test,0.5139467961089479,,laion400m_e31,0.5035,ViT-B-16-plus-240 laion400m_e31
,,,,,zeroshot_classification,,en,,0.8245,,ViT-B-32,wds/wds_imagenet-o_test,0.5195104388086973,,laion400m_e31,0.5085,ViT-B-32 laion400m_e31
,,,,,zeroshot_classification,,en,,0.8405,,ViT-B-32-quickgelu,wds/wds_imagenet-o_test,0.5388168672443827,,laion400m_e31,0.533,ViT-B-32-quickgelu laion400m_e31
,,,,,zeroshot_classification,,en,,0.7305,,ViT-L-14,wds/wds_imagenet-o_test,0.43794799953228747,,laion400m_e31,0.423,ViT-L-14 laion400m_e31
,,,,,zeroshot_classification,,en,,0.8105,,ViT-B-16,wds/wds_imagenet-o_test,0.5155056586559295,,laion400m_e32,0.5065,ViT-B-16 laion400m_e32
,,,,,zeroshot_classification,,en,,0.807,,ViT-B-16-plus-240,wds/wds_imagenet-o_test,0.5094762715354821,,laion400m_e32,0.498,ViT-B-16-plus-240 laion400m_e32
,,,,,zeroshot_classification,,en,,0.823,,ViT-B-32,wds/wds_imagenet-o_test,0.5197910535113321,,laion400m_e32,0.509,ViT-B-32 laion400m_e32
,,,,,zeroshot_classification,,en,,0.841,,ViT-B-32-quickgelu,wds/wds_imagenet-o_test,0.5395025193116136,,laion400m_e32,0.535,ViT-B-32-quickgelu laion400m_e32
,,,,,zeroshot_classification,,en,,0.726,,ViT-L-14,wds/wds_imagenet-o_test,0.43367868347253025,,laion400m_e32,0.4185,ViT-L-14 laion400m_e32
,,,,,zeroshot_classification,,en,,0.651,,EVA01-g-14,wds/wds_imagenet-o_test,0.34476746239226885,,laion400m_s11b_b41k,0.3285,EVA01-g-14 laion400m_s11b_b41k
,,,,,zeroshot_classification,,en,,0.804,,convnext_base,wds/wds_imagenet-o_test,0.5006338802193678,,laion400m_s13b_b51k,0.4925,convnext_base laion400m_s13b_b51k
,,,,,zeroshot_classification,,en,,0.814,,xlm-roberta-base-ViT-B-32,wds/wds_imagenet-o_test,0.489861914246744,,laion5b_s13b_b90k,0.4805,xlm-roberta-base-ViT-B-32 laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8255,,convnext_base_w_320,wds/wds_imagenet-o_test,0.5188305966479342,,laion_aesthetic_s13b_b82k_augreg,0.508,convnext_base_w_320 laion_aesthetic_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.786,,convnext_base_w_320,wds/wds_imagenet-o_test,0.48630618407650145,,laion_aesthetic_s13b_b82k,0.4745,convnext_base_w_320 laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,0.7955,,convnext_base_w,wds/wds_imagenet-o_test,0.48681445650582644,,laion_aesthetic_s13b_b82k,0.475,convnext_base_w laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,0.668,,EVA01-g-14-plus,wds/wds_imagenet-o_test,0.3607779675175186,,merged2b_s11b_b114k,0.341,EVA01-g-14-plus merged2b_s11b_b114k
,,,,,zeroshot_classification,,en,,0.5775,,EVA02-L-14,wds/wds_imagenet-o_test,0.2997961931687164,,merged2b_s4b_b131k,0.287,EVA02-L-14 merged2b_s4b_b131k
,,,,,zeroshot_classification,,en,,0.564,,EVA02-L-14-336,wds/wds_imagenet-o_test,0.30063362708413016,,merged2b_s6b_b61k,0.283,EVA02-L-14-336 merged2b_s6b_b61k
,,,,,zeroshot_classification,,en,,0.6565,,EVA02-B-16,wds/wds_imagenet-o_test,0.3521399412807695,,merged2b_s8b_b131k,0.342,EVA02-B-16 merged2b_s8b_b131k
,,,,,zeroshot_classification,,en,,0.6995,,ViT-B-16-quickgelu,wds/wds_imagenet-o_test,0.40630157226244684,,metaclip_400m,0.393,ViT-B-16-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.7665,,ViT-B-32-quickgelu,wds/wds_imagenet-o_test,0.48132040501638024,,metaclip_400m,0.469,ViT-B-32-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.573,,ViT-L-14-quickgelu,wds/wds_imagenet-o_test,0.30234213113168223,,metaclip_400m,0.2885,ViT-L-14-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.7185,,ViT-B-16-quickgelu,wds/wds_imagenet-o_test,0.4355507060277184,,metaclip_fullcc,0.4155,ViT-B-16-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.7835,,ViT-B-32-quickgelu,wds/wds_imagenet-o_test,0.49842639755755075,,metaclip_fullcc,0.482,ViT-B-32-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.599,,ViT-H-14-quickgelu,wds/wds_imagenet-o_test,0.3172274766427243,,metaclip_fullcc,0.3035,ViT-H-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.5975,,ViT-L-14-quickgelu,wds/wds_imagenet-o_test,0.3162852848475914,,metaclip_fullcc,0.3005,ViT-L-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.411,,nllb-clip-base-siglip,wds/wds_imagenet-o_test,0.2067890074579703,,mrl,0.198,nllb-clip-base-siglip mrl
,,,,,zeroshot_classification,,en,,0.436,,nllb-clip-large-siglip,wds/wds_imagenet-o_test,0.20383916247581105,,mrl,0.199,nllb-clip-large-siglip mrl
,,,,,zeroshot_classification,,en,,0.085,,coca_ViT-B-32,wds/wds_imagenet-o_test,0.023453463203463202,,mscoco_finetuned_laion2b_s13b_b90k,0.023,coca_ViT-B-32 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.7215,,coca_ViT-L-14,wds/wds_imagenet-o_test,0.40293477161383506,,mscoco_finetuned_laion2b_s13b_b90k,0.3905,coca_ViT-L-14 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.81,,RN101,wds/wds_imagenet-o_test,0.5237812828124747,,openai,0.509,RN101 openai
,,,,,zeroshot_classification,,en,,0.81,,RN101-quickgelu,wds/wds_imagenet-o_test,0.5237812828124747,,openai,0.509,RN101-quickgelu openai
,,,,,zeroshot_classification,,en,,0.8565,,RN50,wds/wds_imagenet-o_test,0.5915113774211684,,openai,0.5715,RN50 openai
,,,,,zeroshot_classification,,en,,0.8565,,RN50-quickgelu,wds/wds_imagenet-o_test,0.5915113774211684,,openai,0.5715,RN50-quickgelu openai
,,,,,zeroshot_classification,,en,,0.749,,RN50x16,wds/wds_imagenet-o_test,0.46356563891474883,,openai,0.4495,RN50x16 openai
,,,,,zeroshot_classification,,en,,0.7885,,RN50x4,wds/wds_imagenet-o_test,0.5030839358182237,,openai,0.4955,RN50x4 openai
,,,,,zeroshot_classification,,en,,0.6565,,RN50x64,wds/wds_imagenet-o_test,0.39980874795569066,,openai,0.382,RN50x64 openai
,,,,,zeroshot_classification,,en,,0.709,,ViT-B-16,wds/wds_imagenet-o_test,0.4378264112306682,,openai,0.423,ViT-B-16 openai
,,,,,zeroshot_classification,,en,,0.782,,ViT-B-32,wds/wds_imagenet-o_test,0.49010283780546937,,openai,0.4765,ViT-B-32 openai
,,,,,zeroshot_classification,,en,,0.782,,ViT-B-32-quickgelu,wds/wds_imagenet-o_test,0.49010283780546937,,openai,0.4765,ViT-B-32-quickgelu openai
,,,,,zeroshot_classification,,en,,0.5995,,ViT-L-14-336,wds/wds_imagenet-o_test,0.33268887878117753,,openai,0.3275,ViT-L-14-336 openai
,,,,,zeroshot_classification,,en,,0.5925,,ViT-L-14,wds/wds_imagenet-o_test,0.32692939471519195,,openai,0.3225,ViT-L-14 openai
,,,,,zeroshot_classification,,en,,0.4715,,nllb-clip-base,wds/wds_imagenet-o_test,0.22498627193669762,,v1,0.22,nllb-clip-base v1
,,,,,zeroshot_classification,,en,,0.404,,nllb-clip-base-siglip,wds/wds_imagenet-o_test,0.18711307644024364,,v1,0.1795,nllb-clip-base-siglip v1
,,,,,zeroshot_classification,,en,,0.409,,nllb-clip-large,wds/wds_imagenet-o_test,0.19115490727023235,,v1,0.1725,nllb-clip-large v1
,,,,,zeroshot_classification,,en,,0.4095,,nllb-clip-large-siglip,wds/wds_imagenet-o_test,0.19023594896675391,,v1,0.1805,nllb-clip-large-siglip v1
,,,,,zeroshot_classification,,en,,0.705,,ViT-B-16-SigLIP-256,wds/wds_imagenet-o_test,0.39794666232889925,,webli,0.379,ViT-B-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,0.676,,ViT-B-16-SigLIP-384,wds/wds_imagenet-o_test,0.38010059736445184,,webli,0.364,ViT-B-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.6755,,ViT-B-16-SigLIP-512,wds/wds_imagenet-o_test,0.3782064755548889,,webli,0.362,ViT-B-16-SigLIP-512 webli
,,,,,zeroshot_classification,,en,,0.699,,ViT-B-16-SigLIP,wds/wds_imagenet-o_test,0.40159861601247043,,webli,0.3815,ViT-B-16-SigLIP webli
,,,,,zeroshot_classification,,en,,0.6885,,ViT-B-16-SigLIP-i18n-256,wds/wds_imagenet-o_test,0.38762256178204324,,webli,0.368,ViT-B-16-SigLIP-i18n-256 webli
,,,,,zeroshot_classification,,en,,0.632,,ViT-L-16-SigLIP-256,wds/wds_imagenet-o_test,0.3494252073391005,,webli,0.327,ViT-L-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,0.611,,ViT-L-16-SigLIP-384,wds/wds_imagenet-o_test,0.32945469174358494,,webli,0.313,ViT-L-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.578,,ViT-SO400M-14-SigLIP-384,wds/wds_imagenet-o_test,0.2947279379418311,,webli,0.277,ViT-SO400M-14-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.596,,ViT-SO400M-14-SigLIP,wds/wds_imagenet-o_test,0.3093542333569424,,webli,0.296,ViT-SO400M-14-SigLIP webli
,,,,,zeroshot_classification,,en,,0.575,,RN101,wds/wds_imagenet-o_test,0.34601956458144545,,yfcc15m,0.3245,RN101 yfcc15m
,,,,,zeroshot_classification,,en,,0.5865,,RN101-quickgelu,wds/wds_imagenet-o_test,0.35661917286789574,,yfcc15m,0.3355,RN101-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,0.5795,,RN50,wds/wds_imagenet-o_test,0.34744808058298765,,yfcc15m,0.3265,RN50 yfcc15m
,,,,,zeroshot_classification,,en,,0.592,,RN50-quickgelu,wds/wds_imagenet-o_test,0.3456485370967182,,yfcc15m,0.332,RN50-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,0.7057333333333333,,RN50,wds/wds_imagenet-r_test,0.4267292640939127,,cc12m,0.4469666666666667,RN50 cc12m
,,,,,zeroshot_classification,,en,,0.7084666666666667,,RN50-quickgelu,wds/wds_imagenet-r_test,0.4311109815592107,,cc12m,0.44676666666666665,RN50-quickgelu cc12m
,,,,,zeroshot_classification,,en,,0.8393333333333334,,ViT-B-16,wds/wds_imagenet-r_test,0.5914875336479123,,commonpool_l_basic_s1b_b8k,0.6088333333333333,ViT-B-16 commonpool_l_basic_s1b_b8k
,,,,,zeroshot_classification,,en,,0.8856666666666667,,ViT-B-16,wds/wds_imagenet-r_test,0.6705675421727305,,commonpool_l_clip_s1b_b8k,0.6844,ViT-B-16 commonpool_l_clip_s1b_b8k
,,,,,zeroshot_classification,,en,,0.8547666666666667,,ViT-B-16,wds/wds_imagenet-r_test,0.6215283297347765,,commonpool_l_image_s1b_b8k,0.6357666666666667,ViT-B-16 commonpool_l_image_s1b_b8k
,,,,,zeroshot_classification,,en,,0.8645,,ViT-B-16,wds/wds_imagenet-r_test,0.6356757992521745,,commonpool_l_laion_s1b_b8k,0.6503666666666666,ViT-B-16 commonpool_l_laion_s1b_b8k
,,,,,zeroshot_classification,,en,,0.7792666666666667,,ViT-B-16,wds/wds_imagenet-r_test,0.5066501810916813,,commonpool_l_s1b_b8k,0.5260333333333334,ViT-B-16 commonpool_l_s1b_b8k
,,,,,zeroshot_classification,,en,,0.8761333333333333,,ViT-B-16,wds/wds_imagenet-r_test,0.653944793068849,,commonpool_l_text_s1b_b8k,0.6707,ViT-B-16 commonpool_l_text_s1b_b8k
,,,,,zeroshot_classification,,en,,0.5081333333333333,,ViT-B-32,wds/wds_imagenet-r_test,0.2548855799745211,,commonpool_m_basic_s128m_b4k,0.26816666666666666,ViT-B-32 commonpool_m_basic_s128m_b4k
,,,,,zeroshot_classification,,en,,0.5770333333333333,,ViT-B-32,wds/wds_imagenet-r_test,0.31469393260400463,,commonpool_m_clip_s128m_b4k,0.3294666666666667,ViT-B-32 commonpool_m_clip_s128m_b4k
,,,,,zeroshot_classification,,en,,0.5365333333333333,,ViT-B-32,wds/wds_imagenet-r_test,0.2830929446407484,,commonpool_m_image_s128m_b4k,0.29596666666666666,ViT-B-32 commonpool_m_image_s128m_b4k
,,,,,zeroshot_classification,,en,,0.5198666666666667,,ViT-B-32,wds/wds_imagenet-r_test,0.26591740313629125,,commonpool_m_laion_s128m_b4k,0.2802,ViT-B-32 commonpool_m_laion_s128m_b4k
,,,,,zeroshot_classification,,en,,0.41,,ViT-B-32,wds/wds_imagenet-r_test,0.18731784383482833,,commonpool_m_s128m_b4k,0.19816666666666666,ViT-B-32 commonpool_m_s128m_b4k
,,,,,zeroshot_classification,,en,,0.5528666666666666,,ViT-B-32,wds/wds_imagenet-r_test,0.2964170524446777,,commonpool_m_text_s128m_b4k,0.3105,ViT-B-32 commonpool_m_text_s128m_b4k
,,,,,zeroshot_classification,,en,,0.1547,,ViT-B-32,wds/wds_imagenet-r_test,0.045890286073182296,,commonpool_s_basic_s13m_b4k,0.049833333333333334,ViT-B-32 commonpool_s_basic_s13m_b4k
,,,,,zeroshot_classification,,en,,0.19246666666666667,,ViT-B-32,wds/wds_imagenet-r_test,0.06194132794752106,,commonpool_s_clip_s13m_b4k,0.0655,ViT-B-32 commonpool_s_clip_s13m_b4k
,,,,,zeroshot_classification,,en,,0.17113333333333333,,ViT-B-32,wds/wds_imagenet-r_test,0.05467156896732184,,commonpool_s_image_s13m_b4k,0.0578,ViT-B-32 commonpool_s_image_s13m_b4k
,,,,,zeroshot_classification,,en,,0.1419,,ViT-B-32,wds/wds_imagenet-r_test,0.04114245823828879,,commonpool_s_laion_s13m_b4k,0.04423333333333333,ViT-B-32 commonpool_s_laion_s13m_b4k
,,,,,zeroshot_classification,,en,,0.13833333333333334,,ViT-B-32,wds/wds_imagenet-r_test,0.039702844816736034,,commonpool_s_s13m_b4k,0.04053333333333333,ViT-B-32 commonpool_s_s13m_b4k
,,,,,zeroshot_classification,,en,,0.18223333333333333,,ViT-B-32,wds/wds_imagenet-r_test,0.05657819177717872,,commonpool_s_text_s13m_b4k,0.0607,ViT-B-32 commonpool_s_text_s13m_b4k
,,,,,zeroshot_classification,,en,,0.9738666666666667,,ViT-L-14,wds/wds_imagenet-r_test,0.8777431907389882,,commonpool_xl_clip_s13b_b90k,0.8924,ViT-L-14 commonpool_xl_clip_s13b_b90k
,,,,,zeroshot_classification,,en,,0.967,,ViT-L-14,wds/wds_imagenet-r_test,0.8581847615975786,,commonpool_xl_laion_s13b_b90k,0.8707666666666667,ViT-L-14 commonpool_xl_laion_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9592,,ViT-L-14,wds/wds_imagenet-r_test,0.8431438875239766,,commonpool_xl_s13b_b90k,0.8593,ViT-L-14 commonpool_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9427,,ViTamin-B,wds/wds_imagenet-r_test,0.7985830745260225,,datacomp1b,0.8154,ViTamin-B datacomp1b
,,,,,zeroshot_classification,,en,,0.9468666666666666,,ViTamin-B-LTT,wds/wds_imagenet-r_test,0.8018598611298349,,datacomp1b,0.8157,ViTamin-B-LTT datacomp1b
,,,,,zeroshot_classification,,en,,0.9864666666666667,,ViTamin-L2-256,wds/wds_imagenet-r_test,0.9254681032831609,,datacomp1b,0.9357333333333333,ViTamin-L2-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.9879333333333333,,ViTamin-L2-336,wds/wds_imagenet-r_test,0.9291934306891023,,datacomp1b,0.9389666666666666,ViTamin-L2-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9851666666666666,,ViTamin-L-256,wds/wds_imagenet-r_test,0.9239441204563541,,datacomp1b,0.9347,ViTamin-L-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.9847666666666667,,ViTamin-L2,wds/wds_imagenet-r_test,0.920696828882017,,datacomp1b,0.9313333333333333,ViTamin-L2 datacomp1b
,,,,,zeroshot_classification,,en,,0.9864333333333334,,ViTamin-L-336,wds/wds_imagenet-r_test,0.928063009090563,,datacomp1b,0.9382333333333334,ViTamin-L-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9826666666666667,,ViTamin-L,wds/wds_imagenet-r_test,0.9195556805351671,,datacomp1b,0.9299333333333333,ViTamin-L datacomp1b
,,,,,zeroshot_classification,,en,,0.8961666666666667,,ViTamin-S,wds/wds_imagenet-r_test,0.7009468769378325,,datacomp1b,0.7125,ViTamin-S datacomp1b
,,,,,zeroshot_classification,,en,,0.8977666666666667,,ViTamin-S-LTT,wds/wds_imagenet-r_test,0.6992298538526879,,datacomp1b,0.7118,ViTamin-S-LTT datacomp1b
,,,,,zeroshot_classification,,en,,0.9876,,ViTamin-XL-256,wds/wds_imagenet-r_test,0.9297886249964523,,datacomp1b,0.9405,ViTamin-XL-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.9893333333333333,,ViTamin-XL-336,wds/wds_imagenet-r_test,0.9346378722657215,,datacomp1b,0.9444666666666667,ViTamin-XL-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9866666666666667,,ViTamin-XL-384,wds/wds_imagenet-r_test,0.926661533174738,,datacomp1b,0.9363333333333334,ViTamin-XL-384 datacomp1b
,,,,,zeroshot_classification,,en,,0.9926666666666667,,ViT-bigG-14-CLIPA-336,wds/wds_imagenet-r_test,0.944940947237892,,datacomp1b,0.9534666666666667,ViT-bigG-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9919,,ViT-bigG-14-CLIPA,wds/wds_imagenet-r_test,0.9427260232680688,,datacomp1b,0.9513,ViT-bigG-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.9896,,ViT-H-14-CLIPA-336,wds/wds_imagenet-r_test,0.9332356247178077,,datacomp1b,0.9437666666666666,ViT-H-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9892666666666666,,ViT-H-14-CLIPA,wds/wds_imagenet-r_test,0.9321911388027186,,datacomp1b,0.9427,ViT-H-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.9873333333333333,,ViT-L-14-CLIPA-336,wds/wds_imagenet-r_test,0.9219340865349647,,datacomp1b,0.9327,ViT-L-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9853333333333333,,ViT-L-14-CLIPA,wds/wds_imagenet-r_test,0.9178395211094798,,datacomp1b,0.9286666666666666,ViT-L-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.9778,,MobileCLIP-B,wds/wds_imagenet-r_test,0.8883422556329381,,datacompdr_lt,0.9020666666666667,MobileCLIP-B datacompdr_lt
,,,,,zeroshot_classification,,en,,0.9771666666666666,,MobileCLIP-B,wds/wds_imagenet-r_test,0.8828704561387208,,datacompdr,0.8965333333333333,MobileCLIP-B datacompdr
,,,,,zeroshot_classification,,en,,0.9591666666666666,,MobileCLIP-S1,wds/wds_imagenet-r_test,0.8318362127352747,,datacompdr,0.8470333333333333,MobileCLIP-S1 datacompdr
,,,,,zeroshot_classification,,en,,0.9681,,MobileCLIP-S2,wds/wds_imagenet-r_test,0.8553226673073815,,datacompdr,0.8699333333333333,MobileCLIP-S2 datacompdr
,,,,,zeroshot_classification,,en,,0.8995333333333333,,ViT-B-16,wds/wds_imagenet-r_test,0.7057635691060565,,datacomp_l_s1b_b8k,0.7176333333333333,ViT-B-16 datacomp_l_s1b_b8k
,,,,,zeroshot_classification,,en,,0.5828,,ViT-B-32,wds/wds_imagenet-r_test,0.32884648523371324,,datacomp_m_s128m_b4k,0.34,ViT-B-32 datacomp_m_s128m_b4k
,,,,,zeroshot_classification,,en,,0.9474333333333333,,ViT-B-32-256,wds/wds_imagenet-r_test,0.8204014196331768,,datacomp_s34b_b86k,0.8344,ViT-B-32-256 datacomp_s34b_b86k
,,,,,zeroshot_classification,,en,,0.17113333333333333,,ViT-B-32,wds/wds_imagenet-r_test,0.05467156896732184,,datacomp_s_s13m_b4k,0.0578,ViT-B-32 datacomp_s_s13m_b4k
,,,,,zeroshot_classification,,en,,0.9520333333333333,,ViT-B-16,wds/wds_imagenet-r_test,0.8230772139936053,,datacomp_xl_s13b_b90k,0.8358,ViT-B-16 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9236666666666666,,ViT-B-32,wds/wds_imagenet-r_test,0.7669197658228568,,datacomp_xl_s13b_b90k,0.7821,ViT-B-32 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9781666666666666,,ViT-L-14,wds/wds_imagenet-r_test,0.8946826989179408,,datacomp_xl_s13b_b90k,0.9082,ViT-L-14 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9469666666666666,,ViT-B-16,wds/wds_imagenet-r_test,0.8194552507834336,,dfn2b,0.8312333333333334,ViT-B-16 dfn2b
,,,,,zeroshot_classification,,en,,0.9731,,ViT-L-14-quickgelu,wds/wds_imagenet-r_test,0.8899839379751594,,dfn2b,0.9001,ViT-L-14-quickgelu dfn2b
,,,,,zeroshot_classification,,en,,0.9860333333333333,,ViT-H-14-378-quickgelu,wds/wds_imagenet-r_test,0.9286302809143588,,dfn5b,0.9373333333333334,ViT-H-14-378-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,0.9822333333333333,,ViT-H-14-quickgelu,wds/wds_imagenet-r_test,0.9211452784256567,,dfn5b,0.9294,ViT-H-14-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,0.9719,,xlm-roberta-large-ViT-H-14,wds/wds_imagenet-r_test,0.8805421434136929,,frozen_laion5b_s13b_b90k,0.8940333333333333,xlm-roberta-large-ViT-H-14 frozen_laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9131666666666667,,ViT-B-32,wds/wds_imagenet-r_test,0.7441391710891878,,laion2b_e16,0.7584666666666666,ViT-B-32 laion2b_e16
,,,,,zeroshot_classification,,en,,0.8948333333333334,,roberta-ViT-B-32,wds/wds_imagenet-r_test,0.7075245071238857,,laion2b_s12b_b32k,0.7225333333333334,roberta-ViT-B-32 laion2b_s12b_b32k
,,,,,zeroshot_classification,,en,,0.9697,,ViT-g-14,wds/wds_imagenet-r_test,0.8751181843673282,,laion2b_s12b_b42k,0.8870333333333333,ViT-g-14 laion2b_s12b_b42k
,,,,,zeroshot_classification,,en,,0.9498333333333333,,convnext_base_w,wds/wds_imagenet-r_test,0.8121340947881768,,laion2b_s13b_b82k_augreg,0.8254,convnext_base_w laion2b_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.9420666666666667,,convnext_base_w,wds/wds_imagenet-r_test,0.7927483092247948,,laion2b_s13b_b82k,0.8072333333333334,convnext_base_w laion2b_s13b_b82k
,,,,,zeroshot_classification,,en,,0.8979666666666667,,coca_ViT-B-32,wds/wds_imagenet-r_test,0.7243308278781203,,laion2b_s13b_b90k,0.7351333333333333,coca_ViT-B-32 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9652,,coca_ViT-L-14,wds/wds_imagenet-r_test,0.8698439067440882,,laion2b_s13b_b90k,0.8819,coca_ViT-L-14 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9712666666666666,,convnext_large_d,wds/wds_imagenet-r_test,0.8610189885832858,,laion2b_s26b_b102k_augreg,0.8767,convnext_large_d laion2b_s26b_b102k_augreg
,,,,,zeroshot_classification,,en,,0.9738333333333333,,convnext_large_d_320,wds/wds_imagenet-r_test,0.8680524064700953,,laion2b_s29b_b131k_ft,0.8823333333333333,convnext_large_d_320 laion2b_s29b_b131k_ft
,,,,,zeroshot_classification,,en,,0.9757666666666667,,convnext_large_d_320,wds/wds_imagenet-r_test,0.8721767466543474,,laion2b_s29b_b131k_ft_soup,0.8862333333333333,convnext_large_d_320 laion2b_s29b_b131k_ft_soup
,,,,,zeroshot_classification,,en,,0.9735666666666667,,ViT-H-14,wds/wds_imagenet-r_test,0.8809691152991951,,laion2b_s32b_b79k,0.8933666666666666,ViT-H-14 laion2b_s32b_b79k
,,,,,zeroshot_classification,,en,,0.9654,,ViT-L-14,wds/wds_imagenet-r_test,0.8603223393949565,,laion2b_s32b_b82k,0.8742333333333333,ViT-L-14 laion2b_s32b_b82k
,,,,,zeroshot_classification,,en,,0.9158333333333334,,ViT-B-32,wds/wds_imagenet-r_test,0.7525180298588233,,laion2b_s34b_b79k,0.7643666666666666,ViT-B-32 laion2b_s34b_b79k
,,,,,zeroshot_classification,,en,,0.9824,,convnext_xxlarge,wds/wds_imagenet-r_test,0.900561002751686,,laion2b_s34b_b82k_augreg,0.913,convnext_xxlarge laion2b_s34b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.982,,convnext_xxlarge,wds/wds_imagenet-r_test,0.9023187613251702,,laion2b_s34b_b82k_augreg_rewind,0.9138333333333334,convnext_xxlarge laion2b_s34b_b82k_augreg_rewind
,,,,,zeroshot_classification,,en,,0.9830666666666666,,convnext_xxlarge,wds/wds_imagenet-r_test,0.9038017005763977,,laion2b_s34b_b82k_augreg_soup,0.9159,convnext_xxlarge laion2b_s34b_b82k_augreg_soup
,,,,,zeroshot_classification,,en,,0.9397666666666666,,ViT-B-16,wds/wds_imagenet-r_test,0.7916371117136128,,laion2b_s34b_b88k,0.8058666666666666,ViT-B-16 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,0.9716666666666667,,ViT-g-14,wds/wds_imagenet-r_test,0.889613141115702,,laion2b_s34b_b88k,0.902,ViT-g-14 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,0.9807333333333333,,ViT-bigG-14,wds/wds_imagenet-r_test,0.9091483798682745,,laion2b_s39b_b160k,0.9214666666666667,ViT-bigG-14 laion2b_s39b_b160k
,,,,,zeroshot_classification,,en,,0.9893,,EVA02-E-14,wds/wds_imagenet-r_test,0.9304345659496178,,laion2b_s4b_b115k,0.9406666666666667,EVA02-E-14 laion2b_s4b_b115k
,,,,,zeroshot_classification,,en,,0.9893,,EVA02-E-14-plus,wds/wds_imagenet-r_test,0.934188276818598,,laion2b_s9b_b144k,0.9457333333333333,EVA02-E-14-plus laion2b_s9b_b144k
,,,,,zeroshot_classification,,en,,0.9848,,ViT-H-14-CLIPA-336,wds/wds_imagenet-r_test,0.9159090579884724,,laion2b,0.9269333333333334,ViT-H-14-CLIPA-336 laion2b
,,,,,zeroshot_classification,,en,,0.9287,,ViT-B-16,wds/wds_imagenet-r_test,0.7630825030943665,,laion400m_e31,0.7777,ViT-B-16 laion400m_e31
,,,,,zeroshot_classification,,en,,0.9381666666666667,,ViT-B-16-plus-240,wds/wds_imagenet-r_test,0.7900992848208039,,laion400m_e31,0.8037333333333333,ViT-B-16-plus-240 laion400m_e31
,,,,,zeroshot_classification,,en,,0.8860666666666667,,ViT-B-32,wds/wds_imagenet-r_test,0.6913861028633572,,laion400m_e31,0.708,ViT-B-32 laion400m_e31
,,,,,zeroshot_classification,,en,,0.9033666666666667,,ViT-B-32-quickgelu,wds/wds_imagenet-r_test,0.721217245753162,,laion400m_e31,0.7350333333333333,ViT-B-32-quickgelu laion400m_e31
,,,,,zeroshot_classification,,en,,0.9548,,ViT-L-14,wds/wds_imagenet-r_test,0.8324701135160892,,laion400m_e31,0.8466666666666667,ViT-L-14 laion400m_e31
,,,,,zeroshot_classification,,en,,0.9291666666666667,,ViT-B-16,wds/wds_imagenet-r_test,0.7644645973035725,,laion400m_e32,0.7791333333333333,ViT-B-16 laion400m_e32
,,,,,zeroshot_classification,,en,,0.9391666666666667,,ViT-B-16-plus-240,wds/wds_imagenet-r_test,0.7909934544243538,,laion400m_e32,0.8049333333333333,ViT-B-16-plus-240 laion400m_e32
,,,,,zeroshot_classification,,en,,0.8863333333333333,,ViT-B-32,wds/wds_imagenet-r_test,0.6920574680768723,,laion400m_e32,0.7084333333333334,ViT-B-32 laion400m_e32
,,,,,zeroshot_classification,,en,,0.9033666666666667,,ViT-B-32-quickgelu,wds/wds_imagenet-r_test,0.7205789781173546,,laion400m_e32,0.7342333333333333,ViT-B-32-quickgelu laion400m_e32
,,,,,zeroshot_classification,,en,,0.9550666666666666,,ViT-L-14,wds/wds_imagenet-r_test,0.8324180664191657,,laion400m_e32,0.8468,ViT-L-14 laion400m_e32
,,,,,zeroshot_classification,,en,,0.9823666666666667,,EVA01-g-14,wds/wds_imagenet-r_test,0.9119470687348078,,laion400m_s11b_b41k,0.9250333333333334,EVA01-g-14 laion400m_s11b_b41k
,,,,,zeroshot_classification,,en,,0.9194,,convnext_base,wds/wds_imagenet-r_test,0.7433886507994103,,laion400m_s13b_b51k,0.7577666666666667,convnext_base laion400m_s13b_b51k
,,,,,zeroshot_classification,,en,,0.9068333333333334,,xlm-roberta-base-ViT-B-32,wds/wds_imagenet-r_test,0.7255717603928079,,laion5b_s13b_b90k,0.7409333333333333,xlm-roberta-base-ViT-B-32 laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9471,,convnext_base_w_320,wds/wds_imagenet-r_test,0.800109700780657,,laion_aesthetic_s13b_b82k_augreg,0.8138333333333333,convnext_base_w_320 laion_aesthetic_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.9419,,convnext_base_w_320,wds/wds_imagenet-r_test,0.7911650507504123,,laion_aesthetic_s13b_b82k,0.8056,convnext_base_w_320 laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,0.9378666666666666,,convnext_base_w,wds/wds_imagenet-r_test,0.7844142862539323,,laion_aesthetic_s13b_b82k,0.7988333333333333,convnext_base_w laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,0.9852333333333333,,EVA01-g-14-plus,wds/wds_imagenet-r_test,0.9134019719895005,,merged2b_s11b_b114k,0.9244666666666667,EVA01-g-14-plus merged2b_s11b_b114k
,,,,,zeroshot_classification,,en,,0.9838666666666667,,EVA02-L-14,wds/wds_imagenet-r_test,0.9143652748600835,,merged2b_s4b_b131k,0.9272666666666667,EVA02-L-14 merged2b_s4b_b131k
,,,,,zeroshot_classification,,en,,0.9856666666666667,,EVA02-L-14-336,wds/wds_imagenet-r_test,0.9190140352145424,,merged2b_s6b_b61k,0.9323,EVA02-L-14-336 merged2b_s6b_b61k
,,,,,zeroshot_classification,,en,,0.9395,,EVA02-B-16,wds/wds_imagenet-r_test,0.8061986367962252,,merged2b_s8b_b131k,0.8243,EVA02-B-16 merged2b_s8b_b131k
,,,,,zeroshot_classification,,en,,0.9440666666666667,,ViT-B-16-quickgelu,wds/wds_imagenet-r_test,0.803927917186557,,metaclip_400m,0.818,ViT-B-16-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.9074,,ViT-B-32-quickgelu,wds/wds_imagenet-r_test,0.7339912397416347,,metaclip_400m,0.7475333333333334,ViT-B-32-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.9714333333333334,,ViT-L-14-quickgelu,wds/wds_imagenet-r_test,0.876203456366972,,metaclip_400m,0.8888,ViT-L-14-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.9548666666666666,,ViT-B-16-quickgelu,wds/wds_imagenet-r_test,0.8297872950740626,,metaclip_fullcc,0.8425666666666667,ViT-B-16-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.9222333333333333,,ViT-B-32-quickgelu,wds/wds_imagenet-r_test,0.7675484437644429,,metaclip_fullcc,0.7802666666666667,ViT-B-32-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.9852,,ViT-H-14-quickgelu,wds/wds_imagenet-r_test,0.9236684138002397,,metaclip_fullcc,0.9340666666666667,ViT-H-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.9813666666666667,,ViT-L-14-quickgelu,wds/wds_imagenet-r_test,0.9104620993645897,,metaclip_fullcc,0.9204666666666667,ViT-L-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.8184333333333333,,nllb-clip-base-siglip,wds/wds_imagenet-r_test,0.5853337633192983,,mrl,0.6526666666666666,nllb-clip-base-siglip mrl
,,,,,zeroshot_classification,,en,,0.9080333333333334,,nllb-clip-large-siglip,wds/wds_imagenet-r_test,0.7191825522065269,,mrl,0.7737666666666667,nllb-clip-large-siglip mrl
,,,,,zeroshot_classification,,en,,0.0548,,coca_ViT-B-32,wds/wds_imagenet-r_test,0.014001243432570951,,mscoco_finetuned_laion2b_s13b_b90k,0.0157,coca_ViT-B-32 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9578,,coca_ViT-L-14,wds/wds_imagenet-r_test,0.8449104266670286,,mscoco_finetuned_laion2b_s13b_b90k,0.8578333333333333,coca_ViT-L-14 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8794,,RN101,wds/wds_imagenet-r_test,0.6649203302868599,,openai,0.6819333333333333,RN101 openai
,,,,,zeroshot_classification,,en,,0.8794,,RN101-quickgelu,wds/wds_imagenet-r_test,0.6649203302868599,,openai,0.6819333333333333,RN101-quickgelu openai
,,,,,zeroshot_classification,,en,,0.8341,,RN50,wds/wds_imagenet-r_test,0.5991032308186661,,openai,0.6074666666666667,RN50 openai
,,,,,zeroshot_classification,,en,,0.8341,,RN50-quickgelu,wds/wds_imagenet-r_test,0.5991032308186661,,openai,0.6074666666666667,RN50-quickgelu openai
,,,,,zeroshot_classification,,en,,0.9364666666666667,,RN50x16,wds/wds_imagenet-r_test,0.7798473986196786,,openai,0.793,RN50x16 openai
,,,,,zeroshot_classification,,en,,0.9038,,RN50x4,wds/wds_imagenet-r_test,0.7126049226013178,,openai,0.7272333333333333,RN50x4 openai
,,,,,zeroshot_classification,,en,,0.958,,RN50x64,wds/wds_imagenet-r_test,0.8289293929049002,,openai,0.8441333333333333,RN50x64 openai
,,,,,zeroshot_classification,,en,,0.9305333333333333,,ViT-B-16,wds/wds_imagenet-r_test,0.7604882539591038,,openai,0.777,ViT-B-16 openai
,,,,,zeroshot_classification,,en,,0.8890666666666667,,ViT-B-32,wds/wds_imagenet-r_test,0.6791585894165675,,openai,0.6933,ViT-B-32 openai
,,,,,zeroshot_classification,,en,,0.8890666666666667,,ViT-B-32-quickgelu,wds/wds_imagenet-r_test,0.6791585894165675,,openai,0.6933,ViT-B-32-quickgelu openai
,,,,,zeroshot_classification,,en,,0.9756,,ViT-L-14-336,wds/wds_imagenet-r_test,0.877107646739308,,openai,0.8903666666666666,ViT-L-14-336 openai
,,,,,zeroshot_classification,,en,,0.9711333333333333,,ViT-L-14,wds/wds_imagenet-r_test,0.8646278918033096,,openai,0.8782333333333333,ViT-L-14 openai
,,,,,zeroshot_classification,,en,,0.5983,,nllb-clip-base,wds/wds_imagenet-r_test,0.32402894449936787,,v1,0.36543333333333333,nllb-clip-base v1
,,,,,zeroshot_classification,,en,,0.8431666666666666,,nllb-clip-base-siglip,wds/wds_imagenet-r_test,0.6178266579041289,,v1,0.6841,nllb-clip-base-siglip v1
,,,,,zeroshot_classification,,en,,0.7862666666666667,,nllb-clip-large,wds/wds_imagenet-r_test,0.5106810760269233,,v1,0.5624333333333333,nllb-clip-large v1
,,,,,zeroshot_classification,,en,,0.9312333333333334,,nllb-clip-large-siglip,wds/wds_imagenet-r_test,0.7601005542666757,,v1,0.8127333333333333,nllb-clip-large-siglip v1
,,,,,zeroshot_classification,,en,,0.9775,,ViT-B-16-SigLIP-256,wds/wds_imagenet-r_test,0.894878578561875,,webli,0.9077333333333333,ViT-B-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,0.9823666666666667,,ViT-B-16-SigLIP-384,wds/wds_imagenet-r_test,0.9084257435191877,,webli,0.9214,ViT-B-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.984,,ViT-B-16-SigLIP-512,wds/wds_imagenet-r_test,0.9147725413426095,,webli,0.9264,ViT-B-16-SigLIP-512 webli
,,,,,zeroshot_classification,,en,,0.9746333333333334,,ViT-B-16-SigLIP,wds/wds_imagenet-r_test,0.8898460963054978,,webli,0.9028333333333334,ViT-B-16-SigLIP webli
,,,,,zeroshot_classification,,en,,0.9726666666666667,,ViT-B-16-SigLIP-i18n-256,wds/wds_imagenet-r_test,0.8778609025651525,,webli,0.8922,ViT-B-16-SigLIP-i18n-256 webli
,,,,,zeroshot_classification,,en,,0.9866333333333334,,ViT-L-16-SigLIP-256,wds/wds_imagenet-r_test,0.9289770165044743,,webli,0.9395666666666667,ViT-L-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,0.9911333333333333,,ViT-L-16-SigLIP-384,wds/wds_imagenet-r_test,0.9413458800888387,,webli,0.9506666666666667,ViT-L-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.9932666666666666,,ViT-SO400M-14-SigLIP-384,wds/wds_imagenet-r_test,0.9484524352096915,,webli,0.9575,ViT-SO400M-14-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.9913333333333333,,ViT-SO400M-14-SigLIP,wds/wds_imagenet-r_test,0.9403460618775563,,webli,0.9506,ViT-SO400M-14-SigLIP webli
,,,,,zeroshot_classification,,en,,0.49556666666666666,,RN101,wds/wds_imagenet-r_test,0.24439418208897642,,yfcc15m,0.2629666666666667,RN101 yfcc15m
,,,,,zeroshot_classification,,en,,0.5001333333333333,,RN101-quickgelu,wds/wds_imagenet-r_test,0.24684509045436248,,yfcc15m,0.26416666666666666,RN101-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,0.4447333333333333,,RN50,wds/wds_imagenet-r_test,0.20881067321221394,,yfcc15m,0.22306666666666666,RN50 yfcc15m
,,,,,zeroshot_classification,,en,,0.4449,,RN50-quickgelu,wds/wds_imagenet-r_test,0.20842184008751607,,yfcc15m,0.22206666666666666,RN50-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,0.4775491756568217,,RN50,wds/wds_imagenet_sketch_test,0.23549254901960784,,cc12m,0.23539468254436124,RN50 cc12m
,,,,,zeroshot_classification,,en,,0.48645090294562676,,RN50-quickgelu,wds/wds_imagenet_sketch_test,0.24119764705882354,,cc12m,0.24123091434298177,RN50-quickgelu cc12m
,,,,,zeroshot_classification,,en,,0.6621077246556231,,ViT-B-16,wds/wds_imagenet_sketch_test,0.3934313725490196,,commonpool_l_basic_s1b_b8k,0.3932087484525143,ViT-B-16 commonpool_l_basic_s1b_b8k
,,,,,zeroshot_classification,,en,,0.7296468785002653,,ViT-B-16,wds/wds_imagenet_sketch_test,0.45923568627450984,,commonpool_l_clip_s1b_b8k,0.45876319047338326,ViT-B-16 commonpool_l_clip_s1b_b8k
,,,,,zeroshot_classification,,en,,0.7054766255968874,,ViT-B-16,wds/wds_imagenet_sketch_test,0.4344172549019608,,commonpool_l_image_s1b_b8k,0.4344160820609562,ViT-B-16 commonpool_l_image_s1b_b8k
,,,,,zeroshot_classification,,en,,0.7010355872585431,,ViT-B-16,wds/wds_imagenet_sketch_test,0.4315937254901961,,commonpool_l_laion_s1b_b8k,0.43150779146770424,ViT-B-16 commonpool_l_laion_s1b_b8k
,,,,,zeroshot_classification,,en,,0.597693018137515,,ViT-B-16,wds/wds_imagenet_sketch_test,0.3452909803921569,,commonpool_l_s1b_b8k,0.3450843993790407,ViT-B-16 commonpool_l_s1b_b8k
,,,,,zeroshot_classification,,en,,0.715262630430938,,ViT-B-16,wds/wds_imagenet_sketch_test,0.4438698039215686,,commonpool_l_text_s1b_b8k,0.4435143154709269,ViT-B-16 commonpool_l_text_s1b_b8k
,,,,,zeroshot_classification,,en,,0.31028316532059974,,ViT-B-32,wds/wds_imagenet_sketch_test,0.14343803921568626,,commonpool_m_basic_s128m_b4k,0.1434298178388257,ViT-B-32 commonpool_m_basic_s128m_b4k
,,,,,zeroshot_classification,,en,,0.37900135589223605,,ViT-B-32,wds/wds_imagenet_sketch_test,0.18450313725490194,,commonpool_m_clip_s128m_b4k,0.18434239226551907,ViT-B-32 commonpool_m_clip_s128m_b4k
,,,,,zeroshot_classification,,en,,0.34756037650572813,,ViT-B-32,wds/wds_imagenet_sketch_test,0.16220352941176472,,commonpool_m_image_s128m_b4k,0.1620585981253316,ViT-B-32 commonpool_m_image_s128m_b4k
,,,,,zeroshot_classification,,en,,0.3270844386802649,,ViT-B-32,wds/wds_imagenet_sketch_test,0.1515772549019608,,commonpool_m_laion_s128m_b4k,0.15158482186720115,ViT-B-32 commonpool_m_laion_s128m_b4k
,,,,,zeroshot_classification,,en,,0.23012831849712118,,ViT-B-32,wds/wds_imagenet_sketch_test,0.0952035294117647,,commonpool_m_s128m_b4k,0.09528581815323547,ViT-B-32 commonpool_m_s128m_b4k
,,,,,zeroshot_classification,,en,,0.3562655976733675,,ViT-B-32,wds/wds_imagenet_sketch_test,0.16566117647058823,,commonpool_m_text_s128m_b4k,0.16553675646996405,ViT-B-32 commonpool_m_text_s128m_b4k
,,,,,zeroshot_classification,,en,,0.04364400951089627,,ViT-B-32,wds/wds_imagenet_sketch_test,0.015241176470588235,,commonpool_s_basic_s13m_b4k,0.015170272553990057,ViT-B-32 commonpool_s_basic_s13m_b4k
,,,,,zeroshot_classification,,en,,0.061702922046021735,,ViT-B-32,wds/wds_imagenet_sketch_test,0.02010901960784314,,commonpool_s_clip_s13m_b4k,0.020004323134665644,ViT-B-32 commonpool_s_clip_s13m_b4k
,,,,,zeroshot_classification,,en,,0.052840495981449825,,ViT-B-32,wds/wds_imagenet_sketch_test,0.018574509803921568,,commonpool_s_image_s13m_b4k,0.018550177838039656,ViT-B-32 commonpool_s_image_s13m_b4k
,,,,,zeroshot_classification,,en,,0.0384365973000059,,ViT-B-32,wds/wds_imagenet_sketch_test,0.012510196078431374,,commonpool_s_laion_s13m_b4k,0.012497789306136885,ViT-B-32 commonpool_s_laion_s13m_b4k
,,,,,zeroshot_classification,,en,,0.03381870345261255,,ViT-B-32,wds/wds_imagenet_sketch_test,0.010828235294117647,,commonpool_s_s13m_b4k,0.010709583603529249,ViT-B-32 commonpool_s_s13m_b4k
,,,,,zeroshot_classification,,en,,0.055041364538505375,,ViT-B-32,wds/wds_imagenet_sketch_test,0.01757372549019608,,commonpool_s_text_s13m_b4k,0.01752834600797815,ViT-B-32 commonpool_s_text_s13m_b4k
,,,,,zeroshot_classification,,en,,0.878480614671147,,ViT-L-14,wds/wds_imagenet_sketch_test,0.6537894117647058,,commonpool_xl_clip_s13b_b90k,0.6538151663424315,ViT-L-14 commonpool_xl_clip_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8684981037159307,,ViT-L-14,wds/wds_imagenet_sketch_test,0.6351227450980392,,commonpool_xl_laion_s13b_b90k,0.6350291811589931,ViT-L-14 commonpool_xl_laion_s13b_b90k
,,,,,zeroshot_classification,,en,,0.851539625459333,,ViT-L-14,wds/wds_imagenet_sketch_test,0.612126274509804,,commonpool_xl_s13b_b90k,0.6119397119220263,ViT-L-14 commonpool_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8227318280964452,,ViTamin-B,wds/wds_imagenet_sketch_test,0.5673443137254902,,datacomp1b,0.5672738705810686,ViTamin-B datacomp1b
,,,,,zeroshot_classification,,en,,0.8363300516811099,,ViTamin-B-LTT,wds/wds_imagenet_sketch_test,0.5812745098039216,,datacomp1b,0.5810292990626658,ViTamin-B-LTT datacomp1b
,,,,,zeroshot_classification,,en,,0.9097643891607223,,ViTamin-L2-256,wds/wds_imagenet_sketch_test,0.7187772549019608,,datacomp1b,0.7186818369392206,ViTamin-L2-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.9124761736328086,,ViTamin-L2-336,wds/wds_imagenet_sketch_test,0.7243972549019607,,datacomp1b,0.7244001650651418,ViTamin-L2-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9083298944762129,,ViTamin-L-256,wds/wds_imagenet_sketch_test,0.7158960784313726,,datacomp1b,0.7157145945096189,ViTamin-L-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.9086639548821945,,ViTamin-L2,wds/wds_imagenet_sketch_test,0.7182839215686275,,datacomp1b,0.7179154630666745,ViTamin-L2 datacomp1b
,,,,,zeroshot_classification,,en,,0.9101967026272868,,ViTamin-L-336,wds/wds_imagenet_sketch_test,0.7206921568627451,,datacomp1b,0.720253885908546,ViTamin-L-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9075635206036669,,ViTamin-L,wds/wds_imagenet_sketch_test,0.7153239215686276,,datacomp1b,0.7154198353278705,ViTamin-L datacomp1b
,,,,,zeroshot_classification,,en,,0.7659022578553322,,ViTamin-S,wds/wds_imagenet_sketch_test,0.4944964705882353,,datacomp1b,0.4943111477922537,ViTamin-S datacomp1b
,,,,,zeroshot_classification,,en,,0.7676904635579398,,ViTamin-S-LTT,wds/wds_imagenet_sketch_test,0.49504666666666675,,datacomp1b,0.4948810155436342,ViTamin-S-LTT datacomp1b
,,,,,zeroshot_classification,,en,,0.9166224527894044,,ViTamin-XL-256,wds/wds_imagenet_sketch_test,0.7295827450980391,,datacomp1b,0.7293914205427499,ViTamin-XL-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.9176442846194659,,ViTamin-XL-336,wds/wds_imagenet_sketch_test,0.7325,,datacomp1b,0.7324372654208179,ViTamin-XL-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.913144294444772,,ViTamin-XL-384,wds/wds_imagenet_sketch_test,0.7235980392156863,,datacomp1b,0.7233193813987305,ViTamin-XL-384 datacomp1b
,,,,,zeroshot_classification,,en,,0.9228516968303563,,ViT-bigG-14-CLIPA-336,wds/wds_imagenet_sketch_test,0.7454309803921569,,datacomp1b,0.7453280669692861,ViT-bigG-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9216726601033622,,ViT-bigG-14-CLIPA,wds/wds_imagenet_sketch_test,0.7434443137254902,,datacomp1b,0.7433630057576294,ViT-bigG-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.9160132838137908,,ViT-H-14-CLIPA-336,wds/wds_imagenet_sketch_test,0.7284890196078432,,datacomp1b,0.7283302874884553,ViT-H-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9160132838137908,,ViT-H-14-CLIPA,wds/wds_imagenet_sketch_test,0.7271160784313727,,datacomp1b,0.7270529977008784,ViT-H-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.9065809899978384,,ViT-L-14-CLIPA-336,wds/wds_imagenet_sketch_test,0.7089658823529412,,datacomp1b,0.7087386272082375,ViT-L-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9048910373558137,,ViT-L-14-CLIPA,wds/wds_imagenet_sketch_test,0.7064905882352941,,datacomp1b,0.706085794572501,ViT-L-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.8803474228222209,,MobileCLIP-B,wds/wds_imagenet_sketch_test,0.6478207843137255,,datacompdr_lt,0.6476252235257128,MobileCLIP-B datacompdr_lt
,,,,,zeroshot_classification,,en,,0.8770854212108707,,MobileCLIP-B,wds/wds_imagenet_sketch_test,0.6426141176470588,,datacompdr,0.6422016545815402,MobileCLIP-B datacompdr
,,,,,zeroshot_classification,,en,,0.8488278409872467,,MobileCLIP-S1,wds/wds_imagenet_sketch_test,0.6028921568627451,,datacompdr,0.60264497239089,MobileCLIP-S1 datacompdr
,,,,,zeroshot_classification,,en,,0.8649609935349486,,MobileCLIP-S2,wds/wds_imagenet_sketch_test,0.6223082352941176,,datacompdr,0.6220990783862917,MobileCLIP-S2 datacompdr
,,,,,zeroshot_classification,,en,,0.7636817386861601,,ViT-B-16,wds/wds_imagenet_sketch_test,0.49778745098039223,,datacomp_l_s1b_b8k,0.497887559197469,ViT-B-16 datacomp_l_s1b_b8k
,,,,,zeroshot_classification,,en,,0.3918332056043546,,ViT-B-32,wds/wds_imagenet_sketch_test,0.19283529411764705,,datacomp_m_s128m_b4k,0.19279215547564307,ViT-B-32 datacomp_m_s128m_b4k
,,,,,zeroshot_classification,,en,,0.8450549234608659,,ViT-B-32-256,wds/wds_imagenet_sketch_test,0.6067498039215686,,datacomp_s34b_b86k,0.6065357935899703,ViT-B-32-256 datacomp_s34b_b86k
,,,,,zeroshot_classification,,en,,0.052840495981449825,,ViT-B-32,wds/wds_imagenet_sketch_test,0.018574509803921568,,datacomp_s_s13m_b4k,0.018550177838039656,ViT-B-32 datacomp_s_s13m_b4k
,,,,,zeroshot_classification,,en,,0.8446619112185345,,ViT-B-16,wds/wds_imagenet_sketch_test,0.6047470588235294,,datacomp_xl_s13b_b90k,0.6043545756450314,ViT-B-16 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8171510542553401,,ViT-B-32,wds/wds_imagenet_sketch_test,0.5678964705882353,,datacomp_xl_s13b_b90k,0.5676865334355166,ViT-B-32 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.891430368055965,,ViT-L-14,wds/wds_imagenet_sketch_test,0.6796678431372548,,datacomp_xl_s13b_b90k,0.6795967694393681,ViT-L-14 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8517950834168484,,ViT-B-16,wds/wds_imagenet_sketch_test,0.6207423529411765,,dfn2b,0.6205073788048497,ViT-B-16 dfn2b
,,,,,zeroshot_classification,,en,,0.8914893198923146,,ViT-L-14-quickgelu,wds/wds_imagenet_sketch_test,0.6833509803921568,,dfn2b,0.6828980722749514,ViT-L-14-quickgelu dfn2b
,,,,,zeroshot_classification,,en,,0.9163276936076559,,ViT-H-14-378-quickgelu,wds/wds_imagenet_sketch_test,0.7323043137254902,,dfn5b,0.7321621568511859,ViT-H-14-378-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,0.9103539075242194,,ViT-H-14-quickgelu,wds/wds_imagenet_sketch_test,0.7276086274509805,,dfn5b,0.7273281062705104,ViT-H-14-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,0.8794041934406257,,xlm-roberta-large-ViT-H-14,wds/wds_imagenet_sketch_test,0.6582815686274509,,frozen_laion5b_s13b_b90k,0.6582365540686592,xlm-roberta-large-ViT-H-14 frozen_laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.7889327752559492,,ViT-B-32,wds/wds_imagenet_sketch_test,0.5287227450980393,,laion2b_e16,0.5285818153235473,ViT-B-32 laion2b_e16
,,,,,zeroshot_classification,,en,,0.7612450627837057,,roberta-ViT-B-32,wds/wds_imagenet_sketch_test,0.4914556862745098,,laion2b_s12b_b32k,0.4912653029141858,roberta-ViT-B-32 laion2b_s12b_b32k
,,,,,zeroshot_classification,,en,,0.8746290946962998,,ViT-g-14,wds/wds_imagenet_sketch_test,0.6519380392156864,,laion2b_s12b_b42k,0.6516535990096092,ViT-g-14 laion2b_s12b_b42k
,,,,,zeroshot_classification,,en,,0.8408103912436873,,convnext_base_w,wds/wds_imagenet_sketch_test,0.5893749019607845,,laion2b_s13b_b82k_augreg,0.5891450018668082,convnext_base_w laion2b_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.8232427440114759,,convnext_base_w,wds/wds_imagenet_sketch_test,0.5711929411764707,,laion2b_s13b_b82k,0.5712039930043821,convnext_base_w laion2b_s13b_b82k
,,,,,zeroshot_classification,,en,,0.7781838904281868,,coca_ViT-B-32,wds/wds_imagenet_sketch_test,0.5139709803921569,,laion2b_s13b_b90k,0.5137652537876555,coca_ViT-B-32 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8691465739157774,,coca_ViT-L-14,wds/wds_imagenet_sketch_test,0.6463623529411765,,laion2b_s13b_b90k,0.6460138733321543,coca_ViT-L-14 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8728801902179253,,convnext_large_d,wds/wds_imagenet_sketch_test,0.6436431372549021,,laion2b_s26b_b102k_augreg,0.6433806913085343,convnext_large_d laion2b_s26b_b102k_augreg
,,,,,zeroshot_classification,,en,,0.8767120595806559,,convnext_large_d_320,wds/wds_imagenet_sketch_test,0.6472301960784314,,laion2b_s29b_b131k_ft,0.6472715125076146,convnext_large_d_320 laion2b_s29b_b131k_ft
,,,,,zeroshot_classification,,en,,0.8768299632533554,,convnext_large_d_320,wds/wds_imagenet_sketch_test,0.6506,,laion2b_s29b_b131k_ft_soup,0.6505138635068483,convnext_large_d_320 laion2b_s29b_b131k_ft_soup
,,,,,zeroshot_classification,,en,,0.8811923991432333,,ViT-H-14,wds/wds_imagenet_sketch_test,0.6659482352941177,,laion2b_s32b_b79k,0.6658413409577708,ViT-H-14 laion2b_s32b_b79k
,,,,,zeroshot_classification,,en,,0.8641946196624025,,ViT-L-14,wds/wds_imagenet_sketch_test,0.6331929411764706,,laion2b_s32b_b82k,0.6329855174988701,ViT-L-14 laion2b_s32b_b82k
,,,,,zeroshot_classification,,en,,0.7928628976792627,,ViT-B-32,wds/wds_imagenet_sketch_test,0.5367796078431373,,laion2b_s34b_b79k,0.5365599638428737,ViT-B-32 laion2b_s34b_b79k
,,,,,zeroshot_classification,,en,,0.8927666096798915,,convnext_xxlarge,wds/wds_imagenet_sketch_test,0.6810196078431372,,laion2b_s34b_b82k_augreg,0.6806775531057793,convnext_xxlarge laion2b_s34b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.8948102733400145,,convnext_xxlarge,wds/wds_imagenet_sketch_test,0.6827435294117647,,laion2b_s34b_b82k_augreg_rewind,0.6823478551356875,convnext_xxlarge laion2b_s34b_b82k_augreg_rewind
,,,,,zeroshot_classification,,en,,0.8964805753699228,,convnext_xxlarge,wds/wds_imagenet_sketch_test,0.6841592156862745,,laion2b_s34b_b82k_augreg_soup,0.6837823498201969,convnext_xxlarge laion2b_s34b_b82k_augreg_soup
,,,,,zeroshot_classification,,en,,0.8194894770972115,,ViT-B-16,wds/wds_imagenet_sketch_test,0.5612898039215686,,laion2b_s34b_b88k,0.5611625302128161,ViT-B-16 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,0.8855941362573444,,ViT-g-14,wds/wds_imagenet_sketch_test,0.6756611764705882,,laion2b_s34b_b88k,0.6753522372221895,ViT-g-14 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,0.8931006700858731,,ViT-bigG-14,wds/wds_imagenet_sketch_test,0.689536862745098,,laion2b_s39b_b160k,0.6894220754976518,ViT-bigG-14 laion2b_s39b_b160k
,,,,,zeroshot_classification,,en,,0.909371376918391,,EVA02-E-14,wds/wds_imagenet_sketch_test,0.7153392156862746,,laion2b_s4b_b115k,0.7150464736976557,EVA02-E-14 laion2b_s4b_b115k
,,,,,zeroshot_classification,,en,,0.9094892805910905,,EVA02-E-14-plus,wds/wds_imagenet_sketch_test,0.7165513725490196,,laion2b_s9b_b144k,0.7162648116488829,EVA02-E-14-plus laion2b_s9b_b144k
,,,,,zeroshot_classification,,en,,0.9027491206351078,,ViT-H-14-CLIPA-336,wds/wds_imagenet_sketch_test,0.6991772549019607,,laion2b,0.6992277309438188,ViT-H-14-CLIPA-336 laion2b
,,,,,zeroshot_classification,,en,,0.7903476193283421,,ViT-B-16,wds/wds_imagenet_sketch_test,0.5234745098039216,,laion400m_e31,0.5231582463793747,ViT-B-16 laion400m_e31
,,,,,zeroshot_classification,,en,,0.8050266265794179,,ViT-B-16-plus-240,wds/wds_imagenet_sketch_test,0.5443788235294118,,laion400m_e31,0.544361256853151,ViT-B-16-plus-240 laion400m_e31
,,,,,zeroshot_classification,,en,,0.7259132621981175,,ViT-B-32,wds/wds_imagenet_sketch_test,0.4648525490196079,,laion400m_e31,0.4647369765568197,ViT-B-32 laion400m_e31
,,,,,zeroshot_classification,,en,,0.7556249877183674,,ViT-B-32-quickgelu,wds/wds_imagenet_sketch_test,0.49418666666666666,,laion400m_e31,0.49387883432568924,ViT-B-32-quickgelu laion400m_e31
,,,,,zeroshot_classification,,en,,0.837823498201969,,ViT-L-14,wds/wds_imagenet_sketch_test,0.5945772549019607,,laion400m_e31,0.5943524140776986,ViT-L-14 laion400m_e31
,,,,,zeroshot_classification,,en,,0.7908978364676059,,ViT-B-16,wds/wds_imagenet_sketch_test,0.5239192156862744,,laion400m_e32,0.5233940537247735,ViT-B-16 laion400m_e32
,,,,,zeroshot_classification,,en,,0.8047908192340192,,ViT-B-16-plus-240,wds/wds_imagenet_sketch_test,0.5444921568627451,,laion400m_e32,0.5440271964471693,ViT-B-16-plus-240 laion400m_e32
,,,,,zeroshot_classification,,en,,0.7256578042406021,,ViT-B-32,wds/wds_imagenet_sketch_test,0.4647203921568627,,laion400m_e32,0.4645208198235375,ViT-B-32 laion400m_e32
,,,,,zeroshot_classification,,en,,0.7562931085303307,,ViT-B-32-quickgelu,wds/wds_imagenet_sketch_test,0.4942070588235294,,laion400m_e32,0.49370197881664013,ViT-B-32-quickgelu laion400m_e32
,,,,,zeroshot_classification,,en,,0.8391597398258955,,ViT-L-14,wds/wds_imagenet_sketch_test,0.5968007843137254,,laion400m_e32,0.5966318850832203,ViT-L-14 laion400m_e32
,,,,,zeroshot_classification,,en,,0.8908015484682348,,EVA01-g-14,wds/wds_imagenet_sketch_test,0.6731380392156864,,laion400m_s11b_b41k,0.6730727662166677,EVA01-g-14 laion400m_s11b_b41k
,,,,,zeroshot_classification,,en,,0.7772013598223585,,convnext_base,wds/wds_imagenet_sketch_test,0.5197482352941176,,laion400m_s13b_b51k,0.5197783410953252,convnext_base laion400m_s13b_b51k
,,,,,zeroshot_classification,,en,,0.7720135982235846,,xlm-roberta-base-ViT-B-32,wds/wds_imagenet_sketch_test,0.5070509803921569,,laion5b_s13b_b90k,0.5069661419953232,xlm-roberta-base-ViT-B-32 laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8195877301577944,,convnext_base_w_320,wds/wds_imagenet_sketch_test,0.5648396078431371,,laion_aesthetic_s13b_b82k_augreg,0.5647978934543811,convnext_base_w_320 laion_aesthetic_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.8133781367289591,,convnext_base_w_320,wds/wds_imagenet_sketch_test,0.5639721568627452,,laion_aesthetic_s13b_b82k,0.5639529171333687,convnext_base_w_320 laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,0.8094087130814125,,convnext_base_w,wds/wds_imagenet_sketch_test,0.5547521568627451,,laion_aesthetic_s13b_b82k,0.5543830690326004,convnext_base_w laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,0.8969325394486038,,EVA01-g-14-plus,wds/wds_imagenet_sketch_test,0.6814250980392158,,merged2b_s11b_b114k,0.6815225294267916,EVA01-g-14-plus merged2b_s11b_b114k
,,,,,zeroshot_classification,,en,,0.8907622472440017,,EVA02-L-14,wds/wds_imagenet_sketch_test,0.6816039215686275,,merged2b_s4b_b131k,0.6812670714692762,EVA02-L-14 merged2b_s4b_b131k
,,,,,zeroshot_classification,,en,,0.8957928039458429,,EVA02-L-14-336,wds/wds_imagenet_sketch_test,0.6892043137254903,,merged2b_s6b_b61k,0.6890290632553204,EVA02-L-14-336 merged2b_s6b_b61k
,,,,,zeroshot_classification,,en,,0.8226728762600956,,EVA02-B-16,wds/wds_imagenet_sketch_test,0.5773509803921569,,merged2b_s8b_b131k,0.5770009235787695,EVA02-B-16 merged2b_s8b_b131k
,,,,,zeroshot_classification,,en,,0.8304938198824894,,ViT-B-16-quickgelu,wds/wds_imagenet_sketch_test,0.5794949019607843,,metaclip_400m,0.5788284305056103,ViT-B-16-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.7915659572795692,,ViT-B-32-quickgelu,wds/wds_imagenet_sketch_test,0.5331725490196079,,metaclip_400m,0.5328852993770756,ViT-B-32-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.8693234294248265,,ViT-L-14-quickgelu,wds/wds_imagenet_sketch_test,0.6508168627450981,,metaclip_400m,0.6507300202401305,ViT-L-14-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.8474915993633202,,ViT-B-16-quickgelu,wds/wds_imagenet_sketch_test,0.6019345098039216,,metaclip_fullcc,0.6016820923971782,ViT-B-16-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.8138890526439898,,ViT-B-32-quickgelu,wds/wds_imagenet_sketch_test,0.5599780392156863,,metaclip_fullcc,0.5599245416494724,ViT-B-32-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.9053037002102615,,ViT-H-14-quickgelu,wds/wds_imagenet_sketch_test,0.7056145098039217,,metaclip_fullcc,0.7055552280453536,ViT-H-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.8982098292361808,,ViT-L-14-quickgelu,wds/wds_imagenet_sketch_test,0.6895780392156863,,metaclip_fullcc,0.6896971840672836,ViT-L-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.5776100925543831,,nllb-clip-base-siglip,wds/wds_imagenet_sketch_test,0.37462117647058824,,mrl,0.37448171510542555,nllb-clip-base-siglip mrl
,,,,,zeroshot_classification,,en,,0.6734854290711155,,nllb-clip-large-siglip,wds/wds_imagenet_sketch_test,0.45897921568627453,,mrl,0.4586649374128004,nllb-clip-large-siglip mrl
,,,,,zeroshot_classification,,en,,0.014207392560278252,,coca_ViT-B-32,wds/wds_imagenet_sketch_test,0.0034298039215686273,,mscoco_finetuned_laion2b_s13b_b90k,0.003419206508282733,coca_ViT-B-32 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8456444418243628,,coca_ViT-L-14,wds/wds_imagenet_sketch_test,0.6117819607843138,,mscoco_finetuned_laion2b_s13b_b90k,0.611684253964511,coca_ViT-L-14 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.6874373636738784,,RN101,wds/wds_imagenet_sketch_test,0.41089450980392156,,openai,0.4103833834423942,RN101 openai
,,,,,zeroshot_classification,,en,,0.6874373636738784,,RN101-quickgelu,wds/wds_imagenet_sketch_test,0.41089450980392156,,openai,0.4103833834423942,RN101-quickgelu openai
,,,,,zeroshot_classification,,en,,0.6336536383108334,,RN50,wds/wds_imagenet_sketch_test,0.3551686274509804,,openai,0.35481145237674155,RN50 openai
,,,,,zeroshot_classification,,en,,0.6336536383108334,,RN50-quickgelu,wds/wds_imagenet_sketch_test,0.3551686274509804,,openai,0.35481145237674155,RN50-quickgelu openai
,,,,,zeroshot_classification,,en,,0.7752362986107018,,RN50x16,wds/wds_imagenet_sketch_test,0.5064517647058824,,openai,0.5061801175106605,RN50x16 openai
,,,,,zeroshot_classification,,en,,0.7241447071076264,,RN50x4,wds/wds_imagenet_sketch_test,0.4472749019607843,,openai,0.44687457014286,RN50x4 openai
,,,,,zeroshot_classification,,en,,0.81320128121991,,RN50x64,wds/wds_imagenet_sketch_test,0.5595180392156862,,openai,0.5594725775707914,RN50x64 openai
,,,,,zeroshot_classification,,en,,0.7629350154257305,,ViT-B-16,wds/wds_imagenet_sketch_test,0.4826062745098038,,openai,0.4826190335828961,ViT-B-16 openai
,,,,,zeroshot_classification,,en,,0.7032364558155987,,ViT-B-32,wds/wds_imagenet_sketch_test,0.4230337254901961,,openai,0.4226846666273654,ViT-B-32 openai
,,,,,zeroshot_classification,,en,,0.7032364558155987,,ViT-B-32-quickgelu,wds/wds_imagenet_sketch_test,0.4230337254901961,,openai,0.4226846666273654,ViT-B-32-quickgelu openai
,,,,,zeroshot_classification,,en,,0.8498103715930752,,ViT-L-14-336,wds/wds_imagenet_sketch_test,0.6100713725490197,,openai,0.6100139519346027,ViT-L-14-336 openai
,,,,,zeroshot_classification,,en,,0.8426182475584114,,ViT-L-14,wds/wds_imagenet_sketch_test,0.5962478431372549,,openai,0.595786908762208,ViT-L-14 openai
,,,,,zeroshot_classification,,en,,0.3606476841753621,,nllb-clip-base,wds/wds_imagenet_sketch_test,0.18382980392156864,,v1,0.18392972941107116,nllb-clip-base v1
,,,,,zeroshot_classification,,en,,0.5993043683310735,,nllb-clip-base-siglip,wds/wds_imagenet_sketch_test,0.3902592156862745,,v1,0.3897502407199984,nllb-clip-base-siglip v1
,,,,,zeroshot_classification,,en,,0.5429857140049913,,nllb-clip-large,wds/wds_imagenet_sketch_test,0.3316972549019607,,v1,0.3315451276307257,nllb-clip-large v1
,,,,,zeroshot_classification,,en,,0.6917604983395232,,nllb-clip-large-siglip,wds/wds_imagenet_sketch_test,0.474698431372549,,v1,0.47426752343335493,nllb-clip-large-siglip v1
,,,,,zeroshot_classification,,en,,0.8910373558136336,,ViT-B-16-SigLIP-256,wds/wds_imagenet_sketch_test,0.6807737254901961,,webli,0.6807758061663621,ViT-B-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,0.8984063353573464,,ViT-B-16-SigLIP-384,wds/wds_imagenet_sketch_test,0.6954113725490196,,webli,0.6953369097447385,ViT-B-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.9013342765627149,,ViT-B-16-SigLIP-512,wds/wds_imagenet_sketch_test,0.6991258823529412,,webli,0.6991884297195857,ViT-B-16-SigLIP-512 webli
,,,,,zeroshot_classification,,en,,0.8895439092927745,,ViT-B-16-SigLIP,wds/wds_imagenet_sketch_test,0.6793388235294118,,webli,0.6792037571970367,ViT-B-16-SigLIP webli
,,,,,zeroshot_classification,,en,,0.8823517852581108,,ViT-B-16-SigLIP-i18n-256,wds/wds_imagenet_sketch_test,0.6589176470588236,,webli,0.6588653736563894,ViT-B-16-SigLIP-i18n-256 webli
,,,,,zeroshot_classification,,en,,0.9120438601662442,,ViT-L-16-SigLIP-256,wds/wds_imagenet_sketch_test,0.7209337254901962,,webli,0.7210399103932087,ViT-L-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,0.9180765980860304,,ViT-L-16-SigLIP-384,wds/wds_imagenet_sketch_test,0.7360047058823529,,webli,0.7359154237654503,ViT-L-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.9251115172237615,,ViT-SO400M-14-SigLIP-384,wds/wds_imagenet_sketch_test,0.7457070588235295,,webli,0.7455245730904517,ViT-SO400M-14-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.9191770323645582,,ViT-SO400M-14-SigLIP,wds/wds_imagenet_sketch_test,0.7404780392156863,,webli,0.7403564621037946,ViT-SO400M-14-SigLIP webli
,,,,,zeroshot_classification,,en,,0.21869166224527894,,RN101,wds/wds_imagenet_sketch_test,0.08886,,yfcc15m,0.08882076676688479,RN101 yfcc15m
,,,,,zeroshot_classification,,en,,0.22183576018392973,,RN101-quickgelu,wds/wds_imagenet_sketch_test,0.08884352941176471,,yfcc15m,0.08882076676688479,RN101-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,0.18660221265892432,,RN50,wds/wds_imagenet_sketch_test,0.07272627450980391,,yfcc15m,0.07278586727976577,RN50 yfcc15m
,,,,,zeroshot_classification,,en,,0.1852266698107646,,RN50-quickgelu,wds/wds_imagenet_sketch_test,0.0714713725490196,,yfcc15m,0.07139067381948948,RN50-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,0.573,,RN50,wds/wds_imagenetv2_test,0.30639999999999995,,cc12m,0.3062,RN50 cc12m
,,,,,zeroshot_classification,,en,,0.5768,,RN50-quickgelu,wds/wds_imagenetv2_test,0.3102,,cc12m,0.3101,RN50-quickgelu cc12m
,,,,,zeroshot_classification,,en,,0.7351,,ViT-B-16,wds/wds_imagenetv2_test,0.43370000000000003,,commonpool_l_basic_s1b_b8k,0.4329,ViT-B-16 commonpool_l_basic_s1b_b8k
,,,,,zeroshot_classification,,en,,0.7897,,ViT-B-16,wds/wds_imagenetv2_test,0.4998,,commonpool_l_clip_s1b_b8k,0.4993,ViT-B-16 commonpool_l_clip_s1b_b8k
,,,,,zeroshot_classification,,en,,0.7833,,ViT-B-16,wds/wds_imagenetv2_test,0.4875,,commonpool_l_image_s1b_b8k,0.4876,ViT-B-16 commonpool_l_image_s1b_b8k
,,,,,zeroshot_classification,,en,,0.7678,,ViT-B-16,wds/wds_imagenetv2_test,0.47920000000000007,,commonpool_l_laion_s1b_b8k,0.4791,ViT-B-16 commonpool_l_laion_s1b_b8k
,,,,,zeroshot_classification,,en,,0.6868,,ViT-B-16,wds/wds_imagenetv2_test,0.39180000000000004,,commonpool_l_s1b_b8k,0.3917,ViT-B-16 commonpool_l_s1b_b8k
,,,,,zeroshot_classification,,en,,0.7795,,ViT-B-16,wds/wds_imagenetv2_test,0.48310000000000003,,commonpool_l_text_s1b_b8k,0.483,ViT-B-16 commonpool_l_text_s1b_b8k
,,,,,zeroshot_classification,,en,,0.3928,,ViT-B-32,wds/wds_imagenetv2_test,0.18220000000000003,,commonpool_m_basic_s128m_b4k,0.1822,ViT-B-32 commonpool_m_basic_s128m_b4k
,,,,,zeroshot_classification,,en,,0.4538,,ViT-B-32,wds/wds_imagenetv2_test,0.22519999999999998,,commonpool_m_clip_s128m_b4k,0.225,ViT-B-32 commonpool_m_clip_s128m_b4k
,,,,,zeroshot_classification,,en,,0.4565,,ViT-B-32,wds/wds_imagenetv2_test,0.21869999999999998,,commonpool_m_image_s128m_b4k,0.218,ViT-B-32 commonpool_m_image_s128m_b4k
,,,,,zeroshot_classification,,en,,0.3997,,ViT-B-32,wds/wds_imagenetv2_test,0.18930000000000002,,commonpool_m_laion_s128m_b4k,0.1888,ViT-B-32 commonpool_m_laion_s128m_b4k
,,,,,zeroshot_classification,,en,,0.3331,,ViT-B-32,wds/wds_imagenetv2_test,0.1446,,commonpool_m_s128m_b4k,0.1442,ViT-B-32 commonpool_m_s128m_b4k
,,,,,zeroshot_classification,,en,,0.4361,,ViT-B-32,wds/wds_imagenetv2_test,0.21449999999999997,,commonpool_m_text_s128m_b4k,0.2143,ViT-B-32 commonpool_m_text_s128m_b4k
,,,,,zeroshot_classification,,en,,0.0996,,ViT-B-32,wds/wds_imagenetv2_test,0.0318,,commonpool_s_basic_s13m_b4k,0.0318,ViT-B-32 commonpool_s_basic_s13m_b4k
,,,,,zeroshot_classification,,en,,0.1217,,ViT-B-32,wds/wds_imagenetv2_test,0.03830000000000001,,commonpool_s_clip_s13m_b4k,0.038,ViT-B-32 commonpool_s_clip_s13m_b4k
,,,,,zeroshot_classification,,en,,0.1048,,ViT-B-32,wds/wds_imagenetv2_test,0.030899999999999997,,commonpool_s_image_s13m_b4k,0.0308,ViT-B-32 commonpool_s_image_s13m_b4k
,,,,,zeroshot_classification,,en,,0.0816,,ViT-B-32,wds/wds_imagenetv2_test,0.027,,commonpool_s_laion_s13m_b4k,0.027,ViT-B-32 commonpool_s_laion_s13m_b4k
,,,,,zeroshot_classification,,en,,0.0807,,ViT-B-32,wds/wds_imagenetv2_test,0.0234,,commonpool_s_s13m_b4k,0.0232,ViT-B-32 commonpool_s_s13m_b4k
,,,,,zeroshot_classification,,en,,0.1236,,ViT-B-32,wds/wds_imagenetv2_test,0.039799999999999995,,commonpool_s_text_s13m_b4k,0.0398,ViT-B-32 commonpool_s_text_s13m_b4k
,,,,,zeroshot_classification,,en,,0.9122,,ViT-L-14,wds/wds_imagenetv2_test,0.6949000000000001,,commonpool_xl_clip_s13b_b90k,0.6949,ViT-L-14 commonpool_xl_clip_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9076,,ViT-L-14,wds/wds_imagenetv2_test,0.6861,,commonpool_xl_laion_s13b_b90k,0.6853,ViT-L-14 commonpool_xl_laion_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8877,,ViT-L-14,wds/wds_imagenetv2_test,0.6512,,commonpool_xl_s13b_b90k,0.6512,ViT-L-14 commonpool_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.868,,ViTamin-B,wds/wds_imagenetv2_test,0.6088,,datacomp1b,0.6088,ViTamin-B datacomp1b
,,,,,zeroshot_classification,,en,,0.8814,,ViTamin-B-LTT,wds/wds_imagenetv2_test,0.6284000000000001,,datacomp1b,0.628,ViTamin-B-LTT datacomp1b
,,,,,zeroshot_classification,,en,,0.9337,,ViTamin-L2-256,wds/wds_imagenetv2_test,0.7512000000000001,,datacomp1b,0.7508,ViTamin-L2-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.9371,,ViTamin-L2-336,wds/wds_imagenetv2_test,0.7555,,datacomp1b,0.7556,ViTamin-L2-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9319,,ViTamin-L-256,wds/wds_imagenetv2_test,0.7426000000000001,,datacomp1b,0.7428,ViTamin-L-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.9302,,ViTamin-L2,wds/wds_imagenetv2_test,0.7466000000000002,,datacomp1b,0.7463,ViTamin-L2 datacomp1b
,,,,,zeroshot_classification,,en,,0.9345,,ViTamin-L-336,wds/wds_imagenetv2_test,0.7486000000000002,,datacomp1b,0.7481,ViTamin-L-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9284,,ViTamin-L,wds/wds_imagenetv2_test,0.7362000000000001,,datacomp1b,0.7356,ViTamin-L datacomp1b
,,,,,zeroshot_classification,,en,,0.8199,,ViTamin-S,wds/wds_imagenetv2_test,0.5425,,datacomp1b,0.5426,ViTamin-S datacomp1b
,,,,,zeroshot_classification,,en,,0.8381,,ViTamin-S-LTT,wds/wds_imagenetv2_test,0.554,,datacomp1b,0.5537,ViTamin-S-LTT datacomp1b
,,,,,zeroshot_classification,,en,,0.9376,,ViTamin-XL-256,wds/wds_imagenetv2_test,0.7609,,datacomp1b,0.7602,ViTamin-XL-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.9399,,ViTamin-XL-336,wds/wds_imagenetv2_test,0.7683,,datacomp1b,0.7685,ViTamin-XL-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9331,,ViTamin-XL-384,wds/wds_imagenetv2_test,0.7484,,datacomp1b,0.7478,ViTamin-XL-384 datacomp1b
,,,,,zeroshot_classification,,en,,0.9405,,ViT-bigG-14-CLIPA-336,wds/wds_imagenetv2_test,0.7732,,datacomp1b,0.7733,ViT-bigG-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9406,,ViT-bigG-14-CLIPA,wds/wds_imagenetv2_test,0.7698000000000002,,datacomp1b,0.7695,ViT-bigG-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.9338,,ViT-H-14-CLIPA-336,wds/wds_imagenetv2_test,0.7564000000000001,,datacomp1b,0.7564,ViT-H-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.933,,ViT-H-14-CLIPA,wds/wds_imagenetv2_test,0.7500000000000001,,datacomp1b,0.7495,ViT-H-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.931,,ViT-L-14-CLIPA-336,wds/wds_imagenetv2_test,0.7352000000000001,,datacomp1b,0.7346,ViT-L-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9272,,ViT-L-14-CLIPA,wds/wds_imagenetv2_test,0.7309,,datacomp1b,0.7303,ViT-L-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.923,,MobileCLIP-B,wds/wds_imagenetv2_test,0.6985,,datacompdr_lt,0.6981,MobileCLIP-B datacompdr_lt
,,,,,zeroshot_classification,,en,,0.9187,,MobileCLIP-B,wds/wds_imagenetv2_test,0.6975,,datacompdr,0.6971,MobileCLIP-B datacompdr
,,,,,zeroshot_classification,,en,,0.8941,,MobileCLIP-S1,wds/wds_imagenetv2_test,0.6477999999999999,,datacompdr,0.648,MobileCLIP-S1 datacompdr
,,,,,zeroshot_classification,,en,,0.9041,,MobileCLIP-S2,wds/wds_imagenetv2_test,0.6686,,datacompdr,0.6682,MobileCLIP-S2 datacompdr
,,,,,zeroshot_classification,,en,,0.8229,,ViT-B-16,wds/wds_imagenetv2_test,0.552,,datacomp_l_s1b_b8k,0.5521,ViT-B-16 datacomp_l_s1b_b8k
,,,,,zeroshot_classification,,en,,0.4849,,ViT-B-32,wds/wds_imagenetv2_test,0.24359999999999998,,datacomp_m_s128m_b4k,0.2439,ViT-B-32 datacomp_m_s128m_b4k
,,,,,zeroshot_classification,,en,,0.8788,,ViT-B-32-256,wds/wds_imagenetv2_test,0.6483000000000001,,datacomp_s34b_b86k,0.648,ViT-B-32-256 datacomp_s34b_b86k
,,,,,zeroshot_classification,,en,,0.1048,,ViT-B-32,wds/wds_imagenetv2_test,0.030899999999999997,,datacomp_s_s13m_b4k,0.0308,ViT-B-32 datacomp_s_s13m_b4k
,,,,,zeroshot_classification,,en,,0.8867,,ViT-B-16,wds/wds_imagenetv2_test,0.6593,,datacomp_xl_s13b_b90k,0.6596,ViT-B-16 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8513,,ViT-B-32,wds/wds_imagenetv2_test,0.6081,,datacomp_xl_s13b_b90k,0.6076,ViT-B-32 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9219,,ViT-L-14,wds/wds_imagenetv2_test,0.7207,,datacomp_xl_s13b_b90k,0.7206,ViT-L-14 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9031,,ViT-B-16,wds/wds_imagenetv2_test,0.6822,,dfn2b,0.6816,ViT-B-16 dfn2b
,,,,,zeroshot_classification,,en,,0.9307,,ViT-L-14-quickgelu,wds/wds_imagenetv2_test,0.7457,,dfn2b,0.7458,ViT-L-14-quickgelu dfn2b
,,,,,zeroshot_classification,,en,,0.9489,,ViT-H-14-378-quickgelu,wds/wds_imagenetv2_test,0.7836000000000002,,dfn5b,0.7837,ViT-H-14-378-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,0.9405,,ViT-H-14-quickgelu,wds/wds_imagenetv2_test,0.7736000000000001,,dfn5b,0.7733,ViT-H-14-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,0.911,,xlm-roberta-large-ViT-H-14,wds/wds_imagenetv2_test,0.6944,,frozen_laion5b_s13b_b90k,0.694,xlm-roberta-large-ViT-H-14 frozen_laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.839,,ViT-B-32,wds/wds_imagenetv2_test,0.5738,,laion2b_e16,0.5733,ViT-B-32 laion2b_e16
,,,,,zeroshot_classification,,en,,0.8131,,roberta-ViT-B-32,wds/wds_imagenetv2_test,0.533,,laion2b_s12b_b32k,0.5331,roberta-ViT-B-32 laion2b_s12b_b32k
,,,,,zeroshot_classification,,en,,0.9086,,ViT-g-14,wds/wds_imagenetv2_test,0.6959,,laion2b_s12b_b42k,0.6953,ViT-g-14 laion2b_s12b_b42k
,,,,,zeroshot_classification,,en,,0.8818,,convnext_base_w,wds/wds_imagenetv2_test,0.6337,,laion2b_s13b_b82k_augreg,0.6337,convnext_base_w laion2b_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.8764,,convnext_base_w,wds/wds_imagenetv2_test,0.6240999999999999,,laion2b_s13b_b82k,0.623,convnext_base_w laion2b_s13b_b82k
,,,,,zeroshot_classification,,en,,0.8163,,coca_ViT-B-32,wds/wds_imagenetv2_test,0.5578,,laion2b_s13b_b90k,0.5569,coca_ViT-B-32 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9032,,coca_ViT-L-14,wds/wds_imagenetv2_test,0.6794000000000001,,laion2b_s13b_b90k,0.6796,coca_ViT-L-14 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9069,,convnext_large_d,wds/wds_imagenetv2_test,0.6830999999999999,,laion2b_s26b_b102k_augreg,0.6827,convnext_large_d laion2b_s26b_b102k_augreg
,,,,,zeroshot_classification,,en,,0.9123,,convnext_large_d_320,wds/wds_imagenetv2_test,0.6928,,laion2b_s29b_b131k_ft,0.6929,convnext_large_d_320 laion2b_s29b_b131k_ft
,,,,,zeroshot_classification,,en,,0.9157,,convnext_large_d_320,wds/wds_imagenetv2_test,0.6951,,laion2b_s29b_b131k_ft_soup,0.6945,convnext_large_d_320 laion2b_s29b_b131k_ft_soup
,,,,,zeroshot_classification,,en,,0.9166,,ViT-H-14,wds/wds_imagenetv2_test,0.7091000000000002,,laion2b_s32b_b79k,0.7089,ViT-H-14 laion2b_s32b_b79k
,,,,,zeroshot_classification,,en,,0.9023,,ViT-L-14,wds/wds_imagenetv2_test,0.6781000000000001,,laion2b_s32b_b82k,0.6773,ViT-L-14 laion2b_s32b_b82k
,,,,,zeroshot_classification,,en,,0.8389,,ViT-B-32,wds/wds_imagenetv2_test,0.581,,laion2b_s34b_b79k,0.5815,ViT-B-32 laion2b_s34b_b79k
,,,,,zeroshot_classification,,en,,0.926,,convnext_xxlarge,wds/wds_imagenetv2_test,0.7228,,laion2b_s34b_b82k_augreg,0.7227,convnext_xxlarge laion2b_s34b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.9254,,convnext_xxlarge,wds/wds_imagenetv2_test,0.7226,,laion2b_s34b_b82k_augreg_rewind,0.722,convnext_xxlarge laion2b_s34b_b82k_augreg_rewind
,,,,,zeroshot_classification,,en,,0.9265,,convnext_xxlarge,wds/wds_imagenetv2_test,0.7263000000000001,,laion2b_s34b_b82k_augreg_soup,0.7262,convnext_xxlarge laion2b_s34b_b82k_augreg_soup
,,,,,zeroshot_classification,,en,,0.8703,,ViT-B-16,wds/wds_imagenetv2_test,0.6233999999999998,,laion2b_s34b_b88k,0.6227,ViT-B-16 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,0.9164,,ViT-g-14,wds/wds_imagenetv2_test,0.7166,,laion2b_s34b_b88k,0.7162,ViT-g-14 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,0.9287,,ViT-bigG-14,wds/wds_imagenetv2_test,0.7366,,laion2b_s39b_b160k,0.7365,ViT-bigG-14 laion2b_s39b_b160k
,,,,,zeroshot_classification,,en,,0.9341,,EVA02-E-14,wds/wds_imagenetv2_test,0.7567,,laion2b_s4b_b115k,0.7568,EVA02-E-14 laion2b_s4b_b115k
,,,,,zeroshot_classification,,en,,0.9386,,EVA02-E-14-plus,wds/wds_imagenetv2_test,0.7564000000000001,,laion2b_s9b_b144k,0.7565,EVA02-E-14-plus laion2b_s9b_b144k
,,,,,zeroshot_classification,,en,,0.9276,,ViT-H-14-CLIPA-336,wds/wds_imagenetv2_test,0.7239000000000001,,laion2b,0.7239,ViT-H-14-CLIPA-336 laion2b
,,,,,zeroshot_classification,,en,,0.8528,,ViT-B-16,wds/wds_imagenetv2_test,0.5941000000000001,,laion400m_e31,0.5941,ViT-B-16 laion400m_e31
,,,,,zeroshot_classification,,en,,0.8629,,ViT-B-16-plus-240,wds/wds_imagenetv2_test,0.6145,,laion400m_e31,0.6135,ViT-B-16-plus-240 laion400m_e31
,,,,,zeroshot_classification,,en,,0.7941,,ViT-B-32,wds/wds_imagenetv2_test,0.5235,,laion400m_e31,0.5232,ViT-B-32 laion400m_e31
,,,,,zeroshot_classification,,en,,0.8157,,ViT-B-32-quickgelu,wds/wds_imagenetv2_test,0.5492,,laion400m_e31,0.5486,ViT-B-32-quickgelu laion400m_e31
,,,,,zeroshot_classification,,en,,0.886,,ViT-L-14,wds/wds_imagenetv2_test,0.6547999999999999,,laion400m_e31,0.6543,ViT-L-14 laion400m_e31
,,,,,zeroshot_classification,,en,,0.8541,,ViT-B-16,wds/wds_imagenetv2_test,0.5962000000000001,,laion400m_e32,0.5961,ViT-B-16 laion400m_e32
,,,,,zeroshot_classification,,en,,0.8643,,ViT-B-16-plus-240,wds/wds_imagenetv2_test,0.6145,,laion400m_e32,0.6149,ViT-B-16-plus-240 laion400m_e32
,,,,,zeroshot_classification,,en,,0.7948,,ViT-B-32,wds/wds_imagenetv2_test,0.524,,laion400m_e32,0.5233,ViT-B-32 laion400m_e32
,,,,,zeroshot_classification,,en,,0.8162,,ViT-B-32-quickgelu,wds/wds_imagenetv2_test,0.551,,laion400m_e32,0.5508,ViT-B-32-quickgelu laion400m_e32
,,,,,zeroshot_classification,,en,,0.8856,,ViT-L-14,wds/wds_imagenetv2_test,0.6546,,laion400m_e32,0.6541,ViT-L-14 laion400m_e32
,,,,,zeroshot_classification,,en,,0.9211,,EVA01-g-14,wds/wds_imagenetv2_test,0.7155,,laion400m_s11b_b41k,0.7152,EVA01-g-14 laion400m_s11b_b41k
,,,,,zeroshot_classification,,en,,0.8444,,convnext_base,wds/wds_imagenetv2_test,0.5862999999999999,,laion400m_s13b_b51k,0.5854,convnext_base laion400m_s13b_b51k
,,,,,zeroshot_classification,,en,,0.8145,,xlm-roberta-base-ViT-B-32,wds/wds_imagenetv2_test,0.5425999999999999,,laion5b_s13b_b90k,0.5426,xlm-roberta-base-ViT-B-32 laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8827,,convnext_base_w_320,wds/wds_imagenetv2_test,0.637,,laion_aesthetic_s13b_b82k_augreg,0.6366,convnext_base_w_320 laion_aesthetic_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.8791,,convnext_base_w_320,wds/wds_imagenetv2_test,0.6406000000000001,,laion_aesthetic_s13b_b82k,0.6402,convnext_base_w_320 laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,0.8797,,convnext_base_w,wds/wds_imagenetv2_test,0.6346,,laion_aesthetic_s13b_b82k,0.6337,convnext_base_w laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,0.9281,,EVA01-g-14-plus,wds/wds_imagenetv2_test,0.7212999999999999,,merged2b_s11b_b114k,0.7211,EVA01-g-14-plus merged2b_s11b_b114k
,,,,,zeroshot_classification,,en,,0.9276,,EVA02-L-14,wds/wds_imagenetv2_test,0.7297,,merged2b_s4b_b131k,0.7292,EVA02-L-14 merged2b_s4b_b131k
,,,,,zeroshot_classification,,en,,0.9312,,EVA02-L-14-336,wds/wds_imagenetv2_test,0.7389000000000001,,merged2b_s6b_b61k,0.738,EVA02-L-14-336 merged2b_s6b_b61k
,,,,,zeroshot_classification,,en,,0.8976,,EVA02-B-16,wds/wds_imagenetv2_test,0.6709,,merged2b_s8b_b131k,0.67,EVA02-B-16 merged2b_s8b_b131k
,,,,,zeroshot_classification,,en,,0.8765,,ViT-B-16-quickgelu,wds/wds_imagenetv2_test,0.6264000000000001,,metaclip_400m,0.6263,ViT-B-16-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.8341,,ViT-B-32-quickgelu,wds/wds_imagenetv2_test,0.5762,,metaclip_400m,0.5762,ViT-B-32-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.9102,,ViT-L-14-quickgelu,wds/wds_imagenetv2_test,0.6981999999999999,,metaclip_400m,0.6981,ViT-L-14-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.8926,,ViT-B-16-quickgelu,wds/wds_imagenetv2_test,0.651,,metaclip_fullcc,0.6506,ViT-B-16-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.8544,,ViT-B-32-quickgelu,wds/wds_imagenetv2_test,0.5958,,metaclip_fullcc,0.5952,ViT-B-32-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.9335,,ViT-H-14-quickgelu,wds/wds_imagenetv2_test,0.7419000000000001,,metaclip_fullcc,0.7412,ViT-H-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.9264,,ViT-L-14-quickgelu,wds/wds_imagenetv2_test,0.7255,,metaclip_fullcc,0.7264,ViT-L-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.5561,,nllb-clip-base-siglip,wds/wds_imagenetv2_test,0.3283000000000001,,mrl,0.3281,nllb-clip-base-siglip mrl
,,,,,zeroshot_classification,,en,,0.6535,,nllb-clip-large-siglip,wds/wds_imagenetv2_test,0.4144,,mrl,0.4143,nllb-clip-large-siglip mrl
,,,,,zeroshot_classification,,en,,0.0335,,coca_ViT-B-32,wds/wds_imagenetv2_test,0.008700000000000001,,mscoco_finetuned_laion2b_s13b_b90k,0.0085,coca_ViT-B-32 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8925,,coca_ViT-L-14,wds/wds_imagenetv2_test,0.6493,,mscoco_finetuned_laion2b_s13b_b90k,0.6492,coca_ViT-L-14 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8319,,RN101,wds/wds_imagenetv2_test,0.5612,,openai,0.5608,RN101 openai
,,,,,zeroshot_classification,,en,,0.8319,,RN101-quickgelu,wds/wds_imagenetv2_test,0.5612,,openai,0.5608,RN101-quickgelu openai
,,,,,zeroshot_classification,,en,,0.8145,,RN50,wds/wds_imagenetv2_test,0.529,,openai,0.5281,RN50 openai
,,,,,zeroshot_classification,,en,,0.8145,,RN50-quickgelu,wds/wds_imagenetv2_test,0.529,,openai,0.5281,RN50-quickgelu openai
,,,,,zeroshot_classification,,en,,0.8841,,RN50x16,wds/wds_imagenetv2_test,0.6432,,openai,0.6432,RN50x16 openai
,,,,,zeroshot_classification,,en,,0.8585,,RN50x4,wds/wds_imagenetv2_test,0.5949,,openai,0.5945,RN50x4 openai
,,,,,zeroshot_classification,,en,,0.9068,,RN50x64,wds/wds_imagenetv2_test,0.6705,,openai,0.6702,RN50x64 openai
,,,,,zeroshot_classification,,en,,0.8737,,ViT-B-16,wds/wds_imagenetv2_test,0.619,,openai,0.6185,ViT-B-16 openai
,,,,,zeroshot_classification,,en,,0.8344,,ViT-B-32,wds/wds_imagenetv2_test,0.5597000000000001,,openai,0.5591,ViT-B-32 openai
,,,,,zeroshot_classification,,en,,0.8344,,ViT-B-32-quickgelu,wds/wds_imagenetv2_test,0.5597000000000001,,openai,0.5591,ViT-B-32-quickgelu openai
,,,,,zeroshot_classification,,en,,0.9164,,ViT-L-14-336,wds/wds_imagenetv2_test,0.7091000000000001,,openai,0.7089,ViT-L-14-336 openai
,,,,,zeroshot_classification,,en,,0.9089,,ViT-L-14,wds/wds_imagenetv2_test,0.6986,,openai,0.6984,ViT-L-14 openai
,,,,,zeroshot_classification,,en,,0.4023,,nllb-clip-base,wds/wds_imagenetv2_test,0.20279999999999998,,v1,0.2027,nllb-clip-base v1
,,,,,zeroshot_classification,,en,,0.5658,,nllb-clip-base-siglip,wds/wds_imagenetv2_test,0.3316,,v1,0.3318,nllb-clip-base-siglip v1
,,,,,zeroshot_classification,,en,,0.5493,,nllb-clip-large,wds/wds_imagenetv2_test,0.32380000000000003,,v1,0.3231,nllb-clip-large v1
,,,,,zeroshot_classification,,en,,0.6869,,nllb-clip-large-siglip,wds/wds_imagenetv2_test,0.43560000000000004,,v1,0.4352,nllb-clip-large-siglip v1
,,,,,zeroshot_classification,,en,,0.9101,,ViT-B-16-SigLIP-256,wds/wds_imagenetv2_test,0.6924,,webli,0.6923,ViT-B-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,0.9236,,ViT-B-16-SigLIP-384,wds/wds_imagenetv2_test,0.7217,,webli,0.721,ViT-B-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.9287,,ViT-B-16-SigLIP-512,wds/wds_imagenetv2_test,0.7285,,webli,0.7282,ViT-B-16-SigLIP-512 webli
,,,,,zeroshot_classification,,en,,0.9061,,ViT-B-16-SigLIP,wds/wds_imagenetv2_test,0.6902,,webli,0.6897,ViT-B-16-SigLIP webli
,,,,,zeroshot_classification,,en,,0.9049,,ViT-B-16-SigLIP-i18n-256,wds/wds_imagenetv2_test,0.6819,,webli,0.6816,ViT-B-16-SigLIP-i18n-256 webli
,,,,,zeroshot_classification,,en,,0.9318,,ViT-L-16-SigLIP-256,wds/wds_imagenetv2_test,0.7373,,webli,0.7376,ViT-L-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,0.9408,,ViT-L-16-SigLIP-384,wds/wds_imagenetv2_test,0.7598,,webli,0.7593,ViT-L-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.9458,,ViT-SO400M-14-SigLIP-384,wds/wds_imagenetv2_test,0.7722,,webli,0.772,ViT-SO400M-14-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.9403,,ViT-SO400M-14-SigLIP,wds/wds_imagenetv2_test,0.7608,,webli,0.7603,ViT-SO400M-14-SigLIP webli
,,,,,zeroshot_classification,,en,,0.5406,,RN101,wds/wds_imagenetv2_test,0.29429999999999995,,yfcc15m,0.2937,RN101 yfcc15m
,,,,,zeroshot_classification,,en,,0.5497,,RN101-quickgelu,wds/wds_imagenetv2_test,0.30069999999999997,,yfcc15m,0.3002,RN101-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,0.5198,,RN50,wds/wds_imagenetv2_test,0.2814,,yfcc15m,0.2809,RN50 yfcc15m
,,,,,zeroshot_classification,,en,,0.529,,RN50-quickgelu,wds/wds_imagenetv2_test,0.2792,,yfcc15m,0.2793,RN50-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,0.4635,,RN50,wds/wds_mnist_test,0.10247887399294928,,cc12m,0.0917,RN50 cc12m
,,,,,zeroshot_classification,,en,,0.5051,,RN50-quickgelu,wds/wds_mnist_test,0.13751673422769786,,cc12m,0.1256,RN50-quickgelu cc12m
,,,,,zeroshot_classification,,en,,0.8262,,ViT-B-16,wds/wds_mnist_test,0.27746120295852833,,commonpool_l_basic_s1b_b8k,0.2796,ViT-B-16 commonpool_l_basic_s1b_b8k
,,,,,zeroshot_classification,,en,,0.9417,,ViT-B-16,wds/wds_mnist_test,0.7094352950655535,,commonpool_l_clip_s1b_b8k,0.7036,ViT-B-16 commonpool_l_clip_s1b_b8k
,,,,,zeroshot_classification,,en,,0.7183,,ViT-B-16,wds/wds_mnist_test,0.20512126106779666,,commonpool_l_image_s1b_b8k,0.2213,ViT-B-16 commonpool_l_image_s1b_b8k
,,,,,zeroshot_classification,,en,,0.9029,,ViT-B-16,wds/wds_mnist_test,0.4767398381182506,,commonpool_l_laion_s1b_b8k,0.4749,ViT-B-16 commonpool_l_laion_s1b_b8k
,,,,,zeroshot_classification,,en,,0.7469,,ViT-B-16,wds/wds_mnist_test,0.35438587083524153,,commonpool_l_s1b_b8k,0.3575,ViT-B-16 commonpool_l_s1b_b8k
,,,,,zeroshot_classification,,en,,0.7454,,ViT-B-16,wds/wds_mnist_test,0.25759411966488466,,commonpool_l_text_s1b_b8k,0.2598,ViT-B-16 commonpool_l_text_s1b_b8k
,,,,,zeroshot_classification,,en,,0.5552,,ViT-B-32,wds/wds_mnist_test,0.12201531827167847,,commonpool_m_basic_s128m_b4k,0.1203,ViT-B-32 commonpool_m_basic_s128m_b4k
,,,,,zeroshot_classification,,en,,0.6523,,ViT-B-32,wds/wds_mnist_test,0.18245958089994302,,commonpool_m_clip_s128m_b4k,0.1768,ViT-B-32 commonpool_m_clip_s128m_b4k
,,,,,zeroshot_classification,,en,,0.5349,,ViT-B-32,wds/wds_mnist_test,0.1084581497797357,,commonpool_m_image_s128m_b4k,0.1082,ViT-B-32 commonpool_m_image_s128m_b4k
,,,,,zeroshot_classification,,en,,0.6234,,ViT-B-32,wds/wds_mnist_test,0.15309877731263613,,commonpool_m_laion_s128m_b4k,0.1528,ViT-B-32 commonpool_m_laion_s128m_b4k
,,,,,zeroshot_classification,,en,,0.5195,,ViT-B-32,wds/wds_mnist_test,0.10250996149093154,,commonpool_m_s128m_b4k,0.0927,ViT-B-32 commonpool_m_s128m_b4k
,,,,,zeroshot_classification,,en,,0.554,,ViT-B-32,wds/wds_mnist_test,0.10238726491457699,,commonpool_m_text_s128m_b4k,0.1022,ViT-B-32 commonpool_m_text_s128m_b4k
,,,,,zeroshot_classification,,en,,0.484,,ViT-B-32,wds/wds_mnist_test,0.09559471365638766,,commonpool_s_basic_s13m_b4k,0.1085,ViT-B-32 commonpool_s_basic_s13m_b4k
,,,,,zeroshot_classification,,en,,0.5007,,ViT-B-32,wds/wds_mnist_test,0.08523633753842734,,commonpool_s_clip_s13m_b4k,0.0859,ViT-B-32 commonpool_s_clip_s13m_b4k
,,,,,zeroshot_classification,,en,,0.4915,,ViT-B-32,wds/wds_mnist_test,0.09610314269953021,,commonpool_s_image_s13m_b4k,0.0988,ViT-B-32 commonpool_s_image_s13m_b4k
,,,,,zeroshot_classification,,en,,0.5771,,ViT-B-32,wds/wds_mnist_test,0.1361572633105433,,commonpool_s_laion_s13m_b4k,0.138,ViT-B-32 commonpool_s_laion_s13m_b4k
,,,,,zeroshot_classification,,en,,0.5037,,ViT-B-32,wds/wds_mnist_test,0.06966352389082295,,commonpool_s_s13m_b4k,0.0706,ViT-B-32 commonpool_s_s13m_b4k
,,,,,zeroshot_classification,,en,,0.5118,,ViT-B-32,wds/wds_mnist_test,0.07653641839313792,,commonpool_s_text_s13m_b4k,0.0767,ViT-B-32 commonpool_s_text_s13m_b4k
,,,,,zeroshot_classification,,en,,0.9721,,ViT-L-14,wds/wds_mnist_test,0.9019225967547643,,commonpool_xl_clip_s13b_b90k,0.9039,ViT-L-14 commonpool_xl_clip_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9521,,ViT-L-14,wds/wds_mnist_test,0.7751635687952312,,commonpool_xl_laion_s13b_b90k,0.7739,ViT-L-14 commonpool_xl_laion_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9782,,ViT-L-14,wds/wds_mnist_test,0.9063354191476201,,commonpool_xl_s13b_b90k,0.9075,ViT-L-14 commonpool_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9288,,ViTamin-B,wds/wds_mnist_test,0.6034226495675422,,datacomp1b,0.6028,ViTamin-B datacomp1b
,,,,,zeroshot_classification,,en,,0.9766,,ViTamin-B-LTT,wds/wds_mnist_test,0.8158283865548113,,datacomp1b,0.8181,ViTamin-B-LTT datacomp1b
,,,,,zeroshot_classification,,en,,0.973,,ViTamin-L2-256,wds/wds_mnist_test,0.8949116621601927,,datacomp1b,0.8962,ViTamin-L2-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.9717,,ViTamin-L2-336,wds/wds_mnist_test,0.8907361019398156,,datacomp1b,0.8916,ViTamin-L2-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9643,,ViTamin-L-256,wds/wds_mnist_test,0.8341916663661907,,datacomp1b,0.8345,ViTamin-L-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.9749,,ViTamin-L2,wds/wds_mnist_test,0.8916258985808007,,datacomp1b,0.8919,ViTamin-L2 datacomp1b
,,,,,zeroshot_classification,,en,,0.9628,,ViTamin-L-336,wds/wds_mnist_test,0.8298254134356903,,datacomp1b,0.8308,ViTamin-L-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9605,,ViTamin-L,wds/wds_mnist_test,0.8177641371506821,,datacomp1b,0.8175,ViTamin-L datacomp1b
,,,,,zeroshot_classification,,en,,0.9062,,ViTamin-S,wds/wds_mnist_test,0.5526164878286874,,datacomp1b,0.5605,ViTamin-S datacomp1b
,,,,,zeroshot_classification,,en,,0.9594,,ViTamin-S-LTT,wds/wds_mnist_test,0.7433625598340599,,datacomp1b,0.7485,ViTamin-S-LTT datacomp1b
,,,,,zeroshot_classification,,en,,0.9854,,ViTamin-XL-256,wds/wds_mnist_test,0.8937318399732165,,datacomp1b,0.893,ViTamin-XL-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.987,,ViTamin-XL-336,wds/wds_mnist_test,0.8820622023197606,,datacomp1b,0.8805,ViTamin-XL-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9835,,ViTamin-XL-384,wds/wds_mnist_test,0.8813181153978837,,datacomp1b,0.8794,ViTamin-XL-384 datacomp1b
,,,,,zeroshot_classification,,en,,0.9725,,ViT-bigG-14-CLIPA-336,wds/wds_mnist_test,0.852358461737176,,datacomp1b,0.8533,ViT-bigG-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9773,,ViT-bigG-14-CLIPA,wds/wds_mnist_test,0.8529834038215304,,datacomp1b,0.8543,ViT-bigG-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.9772,,ViT-H-14-CLIPA-336,wds/wds_mnist_test,0.8240879852750342,,datacomp1b,0.8251,ViT-H-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9787,,ViT-H-14-CLIPA,wds/wds_mnist_test,0.8189815475559881,,datacomp1b,0.819,ViT-H-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.9452,,ViT-L-14-CLIPA-336,wds/wds_mnist_test,0.7646628909652863,,datacomp1b,0.7664,ViT-L-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9471,,ViT-L-14-CLIPA,wds/wds_mnist_test,0.7352531314309438,,datacomp1b,0.7366,ViT-L-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.977,,MobileCLIP-B,wds/wds_mnist_test,0.8832561608928969,,datacompdr_lt,0.8839,MobileCLIP-B datacompdr_lt
,,,,,zeroshot_classification,,en,,0.9796,,MobileCLIP-B,wds/wds_mnist_test,0.8499388327397316,,datacompdr,0.848,MobileCLIP-B datacompdr
,,,,,zeroshot_classification,,en,,0.9579,,MobileCLIP-S1,wds/wds_mnist_test,0.8284161918530796,,datacompdr,0.8309,MobileCLIP-S1 datacompdr
,,,,,zeroshot_classification,,en,,0.9827,,MobileCLIP-S2,wds/wds_mnist_test,0.8679052758946778,,datacompdr,0.8695,MobileCLIP-S2 datacompdr
,,,,,zeroshot_classification,,en,,0.9014,,ViT-B-16,wds/wds_mnist_test,0.542293370511962,,datacomp_l_s1b_b8k,0.5418,ViT-B-16 datacomp_l_s1b_b8k
,,,,,zeroshot_classification,,en,,0.5734,,ViT-B-32,wds/wds_mnist_test,0.11627246505947979,,datacomp_m_s128m_b4k,0.1149,ViT-B-32 datacomp_m_s128m_b4k
,,,,,zeroshot_classification,,en,,0.9512,,ViT-B-32-256,wds/wds_mnist_test,0.7951918717125129,,datacomp_s34b_b86k,0.7929,ViT-B-32-256 datacomp_s34b_b86k
,,,,,zeroshot_classification,,en,,0.4915,,ViT-B-32,wds/wds_mnist_test,0.09610314269953021,,datacomp_s_s13m_b4k,0.0988,ViT-B-32 datacomp_s_s13m_b4k
,,,,,zeroshot_classification,,en,,0.9624,,ViT-B-16,wds/wds_mnist_test,0.7653010112050557,,datacomp_xl_s13b_b90k,0.7648,ViT-B-16 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9718,,ViT-B-32,wds/wds_mnist_test,0.8109038442483054,,datacomp_xl_s13b_b90k,0.8125,ViT-B-32 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9764,,ViT-L-14,wds/wds_mnist_test,0.8659694107012796,,datacomp_xl_s13b_b90k,0.8663,ViT-L-14 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9576,,ViT-B-16,wds/wds_mnist_test,0.7784060100894571,,dfn2b,0.7815,ViT-B-16 dfn2b
,,,,,zeroshot_classification,,en,,0.9597,,ViT-L-14-quickgelu,wds/wds_mnist_test,0.845091953988647,,dfn2b,0.8468,ViT-L-14-quickgelu dfn2b
,,,,,zeroshot_classification,,en,,0.981,,ViT-H-14-378-quickgelu,wds/wds_mnist_test,0.8357080008694997,,dfn5b,0.8363,ViT-H-14-378-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,0.9843,,ViT-H-14-quickgelu,wds/wds_mnist_test,0.8574666311687634,,dfn5b,0.8577,ViT-H-14-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,0.9626,,xlm-roberta-large-ViT-H-14,wds/wds_mnist_test,0.780218077461868,,frozen_laion5b_s13b_b90k,0.7803,xlm-roberta-large-ViT-H-14 frozen_laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9222,,ViT-B-32,wds/wds_mnist_test,0.628904531105646,,laion2b_e16,0.6338,ViT-B-32 laion2b_e16
,,,,,zeroshot_classification,,en,,0.9185,,roberta-ViT-B-32,wds/wds_mnist_test,0.6599528216571613,,laion2b_s12b_b32k,0.6638,roberta-ViT-B-32 laion2b_s12b_b32k
,,,,,zeroshot_classification,,en,,0.9508,,ViT-g-14,wds/wds_mnist_test,0.6894463911438413,,laion2b_s12b_b42k,0.6849,ViT-g-14 laion2b_s12b_b42k
,,,,,zeroshot_classification,,en,,0.9184,,convnext_base_w,wds/wds_mnist_test,0.6414179625058193,,laion2b_s13b_b82k_augreg,0.6427,convnext_base_w laion2b_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.7269,,convnext_base_w,wds/wds_mnist_test,0.5566238327097899,,laion2b_s13b_b82k,0.5423,convnext_base_w laion2b_s13b_b82k
,,,,,zeroshot_classification,,en,,0.9359,,coca_ViT-B-32,wds/wds_mnist_test,0.7189369503855996,,laion2b_s13b_b90k,0.7147,coca_ViT-B-32 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9628,,coca_ViT-L-14,wds/wds_mnist_test,0.7596583212944932,,laion2b_s13b_b90k,0.7569,coca_ViT-L-14 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9609,,convnext_large_d,wds/wds_mnist_test,0.8125334288142106,,laion2b_s26b_b102k_augreg,0.8068,convnext_large_d laion2b_s26b_b102k_augreg
,,,,,zeroshot_classification,,en,,0.943,,convnext_large_d_320,wds/wds_mnist_test,0.7790208512452169,,laion2b_s29b_b131k_ft,0.77,convnext_large_d_320 laion2b_s29b_b131k_ft
,,,,,zeroshot_classification,,en,,0.9231,,convnext_large_d_320,wds/wds_mnist_test,0.7531659482706389,,laion2b_s29b_b131k_ft_soup,0.7431,convnext_large_d_320 laion2b_s29b_b131k_ft_soup
,,,,,zeroshot_classification,,en,,0.9422,,ViT-H-14,wds/wds_mnist_test,0.736413155539563,,laion2b_s32b_b79k,0.7283,ViT-H-14 laion2b_s32b_b79k
,,,,,zeroshot_classification,,en,,0.8342,,ViT-L-14,wds/wds_mnist_test,0.5407142675693297,,laion2b_s32b_b82k,0.5409,ViT-L-14 laion2b_s32b_b82k
,,,,,zeroshot_classification,,en,,0.9408,,ViT-B-32,wds/wds_mnist_test,0.6997064749559414,,laion2b_s34b_b79k,0.7001,ViT-B-32 laion2b_s34b_b79k
,,,,,zeroshot_classification,,en,,0.9877,,convnext_xxlarge,wds/wds_mnist_test,0.8721184755788688,,laion2b_s34b_b82k_augreg,0.8688,convnext_xxlarge laion2b_s34b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.9805,,convnext_xxlarge,wds/wds_mnist_test,0.7979786285167906,,laion2b_s34b_b82k_augreg_rewind,0.793,convnext_xxlarge laion2b_s34b_b82k_augreg_rewind
,,,,,zeroshot_classification,,en,,0.9833,,convnext_xxlarge,wds/wds_mnist_test,0.8329784706751905,,laion2b_s34b_b82k_augreg_soup,0.8283,convnext_xxlarge laion2b_s34b_b82k_augreg_soup
,,,,,zeroshot_classification,,en,,0.8964,,ViT-B-16,wds/wds_mnist_test,0.6574981472842258,,laion2b_s34b_b88k,0.6591,ViT-B-16 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,0.9408,,ViT-g-14,wds/wds_mnist_test,0.727923127519591,,laion2b_s34b_b88k,0.7191,ViT-g-14 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,0.9317,,ViT-bigG-14,wds/wds_mnist_test,0.7147762557080398,,laion2b_s39b_b160k,0.7153,ViT-bigG-14 laion2b_s39b_b160k
,,,,,zeroshot_classification,,en,,0.921,,EVA02-E-14,wds/wds_mnist_test,0.7684124631692939,,laion2b_s4b_b115k,0.7582,EVA02-E-14 laion2b_s4b_b115k
,,,,,zeroshot_classification,,en,,0.9042,,EVA02-E-14-plus,wds/wds_mnist_test,0.7414931832490315,,laion2b_s9b_b144k,0.7466,EVA02-E-14-plus laion2b_s9b_b144k
,,,,,zeroshot_classification,,en,,0.9471,,ViT-H-14-CLIPA-336,wds/wds_mnist_test,0.6463532028641643,,laion2b,0.6365,ViT-H-14-CLIPA-336 laion2b
,,,,,zeroshot_classification,,en,,0.9204,,ViT-B-16,wds/wds_mnist_test,0.6551207228429439,,laion400m_e31,0.6544,ViT-B-16 laion400m_e31
,,,,,zeroshot_classification,,en,,0.7971,,ViT-B-16-plus-240,wds/wds_mnist_test,0.5721065218235443,,laion400m_e31,0.5731,ViT-B-16-plus-240 laion400m_e31
,,,,,zeroshot_classification,,en,,0.868,,ViT-B-32,wds/wds_mnist_test,0.4071646528266627,,laion400m_e31,0.4116,ViT-B-32 laion400m_e31
,,,,,zeroshot_classification,,en,,0.7576,,ViT-B-32-quickgelu,wds/wds_mnist_test,0.35549898343471764,,laion400m_e31,0.366,ViT-B-32-quickgelu laion400m_e31
,,,,,zeroshot_classification,,en,,0.9258,,ViT-L-14,wds/wds_mnist_test,0.7647510809882302,,laion400m_e31,0.7664,ViT-L-14 laion400m_e31
,,,,,zeroshot_classification,,en,,0.9216,,ViT-B-16,wds/wds_mnist_test,0.6630384013480416,,laion400m_e32,0.663,ViT-B-16 laion400m_e32
,,,,,zeroshot_classification,,en,,0.8232,,ViT-B-16-plus-240,wds/wds_mnist_test,0.569055740943157,,laion400m_e32,0.5709,ViT-B-16-plus-240 laion400m_e32
,,,,,zeroshot_classification,,en,,0.8677,,ViT-B-32,wds/wds_mnist_test,0.3961791841080055,,laion400m_e32,0.3979,ViT-B-32 laion400m_e32
,,,,,zeroshot_classification,,en,,0.7388,,ViT-B-32-quickgelu,wds/wds_mnist_test,0.3700646741039439,,laion400m_e32,0.3789,ViT-B-32-quickgelu laion400m_e32
,,,,,zeroshot_classification,,en,,0.9231,,ViT-L-14,wds/wds_mnist_test,0.7589106950441942,,laion400m_e32,0.7606,ViT-L-14 laion400m_e32
,,,,,zeroshot_classification,,en,,0.9083,,EVA01-g-14,wds/wds_mnist_test,0.6230737490557747,,laion400m_s11b_b41k,0.6227,EVA01-g-14 laion400m_s11b_b41k
,,,,,zeroshot_classification,,en,,0.8816,,convnext_base,wds/wds_mnist_test,0.603880440518252,,laion400m_s13b_b51k,0.612,convnext_base laion400m_s13b_b51k
,,,,,zeroshot_classification,,en,,0.9516,,xlm-roberta-base-ViT-B-32,wds/wds_mnist_test,0.7374716665458203,,laion5b_s13b_b90k,0.7404,xlm-roberta-base-ViT-B-32 laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9396,,convnext_base_w_320,wds/wds_mnist_test,0.7219416259993382,,laion_aesthetic_s13b_b82k_augreg,0.7213,convnext_base_w_320 laion_aesthetic_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.8992,,convnext_base_w_320,wds/wds_mnist_test,0.6594571651969133,,laion_aesthetic_s13b_b82k,0.6628,convnext_base_w_320 laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,0.9473,,convnext_base_w,wds/wds_mnist_test,0.6768110973480033,,laion_aesthetic_s13b_b82k,0.6754,convnext_base_w laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,0.9474,,EVA01-g-14-plus,wds/wds_mnist_test,0.7232630303704657,,merged2b_s11b_b114k,0.7168,EVA01-g-14-plus merged2b_s11b_b114k
,,,,,zeroshot_classification,,en,,0.8986,,EVA02-L-14,wds/wds_mnist_test,0.6644639343880421,,merged2b_s4b_b131k,0.6722,EVA02-L-14 merged2b_s4b_b131k
,,,,,zeroshot_classification,,en,,0.9076,,EVA02-L-14-336,wds/wds_mnist_test,0.6423845961687978,,merged2b_s6b_b61k,0.6422,EVA02-L-14-336 merged2b_s6b_b61k
,,,,,zeroshot_classification,,en,,0.852,,EVA02-B-16,wds/wds_mnist_test,0.4735823198002844,,merged2b_s8b_b131k,0.4718,EVA02-B-16 merged2b_s8b_b131k
,,,,,zeroshot_classification,,en,,0.8983,,ViT-B-16-quickgelu,wds/wds_mnist_test,0.47683379011285754,,metaclip_400m,0.4811,ViT-B-16-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.7901,,ViT-B-32-quickgelu,wds/wds_mnist_test,0.40564452011875823,,metaclip_400m,0.4146,ViT-B-32-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.9465,,ViT-L-14-quickgelu,wds/wds_mnist_test,0.6263115653345663,,metaclip_400m,0.618,ViT-L-14-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.9311,,ViT-B-16-quickgelu,wds/wds_mnist_test,0.6551504488763099,,metaclip_fullcc,0.6598,ViT-B-16-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.7981,,ViT-B-32-quickgelu,wds/wds_mnist_test,0.4252995411668496,,metaclip_fullcc,0.4278,ViT-B-32-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.9411,,ViT-H-14-quickgelu,wds/wds_mnist_test,0.7219406378272484,,metaclip_fullcc,0.7253,ViT-H-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.9479,,ViT-L-14-quickgelu,wds/wds_mnist_test,0.6520479370250474,,metaclip_fullcc,0.6457,ViT-L-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.9432,,nllb-clip-base-siglip,wds/wds_mnist_test,0.5476100391962049,,mrl,0.5397,nllb-clip-base-siglip mrl
,,,,,zeroshot_classification,,en,,0.9454,,nllb-clip-large-siglip,wds/wds_mnist_test,0.7226304169520891,,mrl,0.7237,nllb-clip-large-siglip mrl
,,,,,zeroshot_classification,,en,,0.4606,,coca_ViT-B-32,wds/wds_mnist_test,0.14268335101448631,,mscoco_finetuned_laion2b_s13b_b90k,0.1436,coca_ViT-B-32 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9675,,coca_ViT-L-14,wds/wds_mnist_test,0.824205526381346,,mscoco_finetuned_laion2b_s13b_b90k,0.8229,coca_ViT-L-14 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9062,,RN101,wds/wds_mnist_test,0.5240924506894584,,openai,0.5233,RN101 openai
,,,,,zeroshot_classification,,en,,0.9062,,RN101-quickgelu,wds/wds_mnist_test,0.5240924506894584,,openai,0.5233,RN101-quickgelu openai
,,,,,zeroshot_classification,,en,,0.9107,,RN50,wds/wds_mnist_test,0.578037638997092,,openai,0.5843,RN50 openai
,,,,,zeroshot_classification,,en,,0.9107,,RN50-quickgelu,wds/wds_mnist_test,0.578037638997092,,openai,0.5843,RN50-quickgelu openai
,,,,,zeroshot_classification,,en,,0.9478,,RN50x16,wds/wds_mnist_test,0.6870529146907148,,openai,0.6793,RN50x16 openai
,,,,,zeroshot_classification,,en,,0.9103,,RN50x4,wds/wds_mnist_test,0.4920894077088648,,openai,0.4895,RN50x4 openai
,,,,,zeroshot_classification,,en,,0.9726,,RN50x64,wds/wds_mnist_test,0.8567623075969134,,openai,0.8586,RN50x64 openai
,,,,,zeroshot_classification,,en,,0.8677,,ViT-B-16,wds/wds_mnist_test,0.5235430333308131,,openai,0.5144,ViT-B-16 openai
,,,,,zeroshot_classification,,en,,0.849,,ViT-B-32,wds/wds_mnist_test,0.48193064534834684,,openai,0.493,ViT-B-32 openai
,,,,,zeroshot_classification,,en,,0.849,,ViT-B-32-quickgelu,wds/wds_mnist_test,0.48193064534834684,,openai,0.493,ViT-B-32-quickgelu openai
,,,,,zeroshot_classification,,en,,0.9461,,ViT-L-14-336,wds/wds_mnist_test,0.7864881704909576,,openai,0.7908,ViT-L-14-336 openai
,,,,,zeroshot_classification,,en,,0.9351,,ViT-L-14,wds/wds_mnist_test,0.7583286884972493,,openai,0.7629,ViT-L-14 openai
,,,,,zeroshot_classification,,en,,0.6261,,nllb-clip-base,wds/wds_mnist_test,0.1822103403236724,,v1,0.182,nllb-clip-base v1
,,,,,zeroshot_classification,,en,,0.9101,,nllb-clip-base-siglip,wds/wds_mnist_test,0.4913902413159776,,v1,0.4843,nllb-clip-base-siglip v1
,,,,,zeroshot_classification,,en,,0.6958,,nllb-clip-large,wds/wds_mnist_test,0.2611749776521885,,v1,0.2704,nllb-clip-large v1
,,,,,zeroshot_classification,,en,,0.967,,nllb-clip-large-siglip,wds/wds_mnist_test,0.7834588856749342,,v1,0.7858,nllb-clip-large-siglip v1
,,,,,zeroshot_classification,,en,,0.9789,,ViT-B-16-SigLIP-256,wds/wds_mnist_test,0.8466046386361018,,webli,0.8454,ViT-B-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,0.9754,,ViT-B-16-SigLIP-384,wds/wds_mnist_test,0.8105766674628458,,webli,0.8082,ViT-B-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.9728,,ViT-B-16-SigLIP-512,wds/wds_mnist_test,0.8292431380335991,,webli,0.8286,ViT-B-16-SigLIP-512 webli
,,,,,zeroshot_classification,,en,,0.9782,,ViT-B-16-SigLIP,wds/wds_mnist_test,0.8354418530279137,,webli,0.835,ViT-B-16-SigLIP webli
,,,,,zeroshot_classification,,en,,0.9809,,ViT-B-16-SigLIP-i18n-256,wds/wds_mnist_test,0.8290761509559866,,webli,0.8302,ViT-B-16-SigLIP-i18n-256 webli
,,,,,zeroshot_classification,,en,,0.9704,,ViT-L-16-SigLIP-256,wds/wds_mnist_test,0.8475293073959789,,webli,0.8499,ViT-L-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,0.9601,,ViT-L-16-SigLIP-384,wds/wds_mnist_test,0.8509125183349397,,webli,0.8524,ViT-L-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.9848,,ViT-SO400M-14-SigLIP-384,wds/wds_mnist_test,0.8858046212948254,,webli,0.8859,ViT-SO400M-14-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.9897,,ViT-SO400M-14-SigLIP,wds/wds_mnist_test,0.891602774881801,,webli,0.8927,ViT-SO400M-14-SigLIP webli
,,,,,zeroshot_classification,,en,,0.4825,,RN101,wds/wds_mnist_test,0.1089525576390518,,yfcc15m,0.1089,RN101 yfcc15m
,,,,,zeroshot_classification,,en,,0.5109,,RN101-quickgelu,wds/wds_mnist_test,0.12078922851088847,,yfcc15m,0.1237,RN101-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,0.5345,,RN50,wds/wds_mnist_test,0.09909164458647682,,yfcc15m,0.0998,RN50 yfcc15m
,,,,,zeroshot_classification,,en,,0.5247,,RN50-quickgelu,wds/wds_mnist_test,0.09143549019001601,,yfcc15m,0.0921,RN50-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,0.4713578119952622,,RN50,wds/wds_objectnet_test,0.2320594236038733,,cc12m,0.23252934209109508,RN50 cc12m
,,,,,zeroshot_classification,,en,,0.4720577150856035,,RN50-quickgelu,wds/wds_objectnet_test,0.23153562093202204,,cc12m,0.23177560030149671,RN50-quickgelu cc12m
,,,,,zeroshot_classification,,en,,0.7041563475826425,,ViT-B-16,wds/wds_objectnet_test,0.44099248779384853,,commonpool_l_basic_s1b_b8k,0.44858404220954023,ViT-B-16 commonpool_l_basic_s1b_b8k
,,,,,zeroshot_classification,,en,,0.7379670507160547,,ViT-B-16,wds/wds_objectnet_test,0.48050858664841956,,commonpool_l_clip_s1b_b8k,0.491708840314418,ViT-B-16 commonpool_l_clip_s1b_b8k
,,,,,zeroshot_classification,,en,,0.7320447937977819,,ViT-B-16,wds/wds_objectnet_test,0.47141092426858555,,commonpool_l_image_s1b_b8k,0.47954129428233017,ViT-B-16 commonpool_l_image_s1b_b8k
,,,,,zeroshot_classification,,en,,0.7174006675998708,,ViT-B-16,wds/wds_objectnet_test,0.45633401448062855,,commonpool_l_laion_s1b_b8k,0.4634973619037364,ViT-B-16 commonpool_l_laion_s1b_b8k
,,,,,zeroshot_classification,,en,,0.6692688704640896,,ViT-B-16,wds/wds_objectnet_test,0.4043200796741704,,commonpool_l_s1b_b8k,0.41278130720361794,ViT-B-16 commonpool_l_s1b_b8k
,,,,,zeroshot_classification,,en,,0.7392591794982233,,ViT-B-16,wds/wds_objectnet_test,0.48060048390770815,,commonpool_l_text_s1b_b8k,0.49138580811887583,ViT-B-16 commonpool_l_text_s1b_b8k
,,,,,zeroshot_classification,,en,,0.38774631204910087,,ViT-B-32,wds/wds_objectnet_test,0.17005046714162672,,commonpool_m_basic_s128m_b4k,0.17546032087864757,ViT-B-32 commonpool_m_basic_s128m_b4k
,,,,,zeroshot_classification,,en,,0.4301173683643803,,ViT-B-32,wds/wds_objectnet_test,0.203943891046329,,commonpool_m_clip_s128m_b4k,0.20927102401205988,ViT-B-32 commonpool_m_clip_s128m_b4k
,,,,,zeroshot_classification,,en,,0.392161085388177,,ViT-B-32,wds/wds_objectnet_test,0.1794753474064379,,commonpool_m_image_s128m_b4k,0.18348228706794445,ViT-B-32 commonpool_m_image_s128m_b4k
,,,,,zeroshot_classification,,en,,0.37757079788952297,,ViT-B-32,wds/wds_objectnet_test,0.17367369760458046,,commonpool_m_laion_s128m_b4k,0.17626790136750295,ViT-B-32 commonpool_m_laion_s128m_b4k
,,,,,zeroshot_classification,,en,,0.34472919134273716,,ViT-B-32,wds/wds_objectnet_test,0.15402187459509173,,commonpool_m_s128m_b4k,0.15763971142457198,ViT-B-32 commonpool_m_s128m_b4k
,,,,,zeroshot_classification,,en,,0.40131366426187143,,ViT-B-32,wds/wds_objectnet_test,0.1839120368707839,,commonpool_m_text_s128m_b4k,0.1890276730914181,ViT-B-32 commonpool_m_text_s128m_b4k
,,,,,zeroshot_classification,,en,,0.14751803596425112,,ViT-B-32,wds/wds_objectnet_test,0.04268789778348074,,commonpool_s_basic_s13m_b4k,0.0439862172929902,ViT-B-32 commonpool_s_basic_s13m_b4k
,,,,,zeroshot_classification,,en,,0.16296974265101755,,ViT-B-32,wds/wds_objectnet_test,0.05156882795780586,,commonpool_s_clip_s13m_b4k,0.050446861203833314,ViT-B-32 commonpool_s_clip_s13m_b4k
,,,,,zeroshot_classification,,en,,0.14568752018951223,,ViT-B-32,wds/wds_objectnet_test,0.0446093072184483,,commonpool_s_image_s13m_b4k,0.043555507698933994,ViT-B-32 commonpool_s_image_s13m_b4k
,,,,,zeroshot_classification,,en,,0.1269516528480672,,ViT-B-32,wds/wds_objectnet_test,0.03629693711431412,,commonpool_s_laion_s13m_b4k,0.036664154194034675,ViT-B-32 commonpool_s_laion_s13m_b4k
,,,,,zeroshot_classification,,en,,0.1269516528480672,,ViT-B-32,wds/wds_objectnet_test,0.0358606603588265,,commonpool_s_s13m_b4k,0.036233444599978466,ViT-B-32 commonpool_s_s13m_b4k
,,,,,zeroshot_classification,,en,,0.15920103370302574,,ViT-B-32,wds/wds_objectnet_test,0.04975679458879315,,commonpool_s_text_s13m_b4k,0.0495854420157209,ViT-B-32 commonpool_s_text_s13m_b4k
,,,,,zeroshot_classification,,en,,0.8915688596963497,,ViT-L-14,wds/wds_objectnet_test,0.7061451355359951,,commonpool_xl_clip_s13b_b90k,0.7165392484117584,ViT-L-14 commonpool_xl_clip_s13b_b90k
,,,,,zeroshot_classification,,en,,0.871325508775708,,ViT-L-14,wds/wds_objectnet_test,0.6714587075576998,,commonpool_xl_laion_s13b_b90k,0.6843975449553139,ViT-L-14 commonpool_xl_laion_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8845159900936793,,ViT-L-14,wds/wds_objectnet_test,0.6894932380307472,,commonpool_xl_s13b_b90k,0.7020566383116184,ViT-L-14 commonpool_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8426833207709702,,ViTamin-B,wds/wds_objectnet_test,0.6284530434101049,,datacomp1b,0.6403036502638096,ViTamin-B datacomp1b
,,,,,zeroshot_classification,,en,,0.8475826424033596,,ViTamin-B-LTT,wds/wds_objectnet_test,0.6296444150025438,,datacomp1b,0.6397652632712394,ViTamin-B-LTT datacomp1b
,,,,,zeroshot_classification,,en,,0.9341014321094002,,ViTamin-L2-256,wds/wds_objectnet_test,0.7855899807599173,,datacomp1b,0.7961666846128997,ViTamin-L2-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.9416388500053838,,ViTamin-L2-336,wds/wds_objectnet_test,0.7984091603965502,,datacomp1b,0.8080650371487025,ViTamin-L2-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9245181436416496,,ViTamin-L-256,wds/wds_objectnet_test,0.7767814560832571,,datacomp1b,0.7857758156562937,ViTamin-L-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.919026596317433,,ViTamin-L2,wds/wds_objectnet_test,0.7620555991246497,,datacomp1b,0.7722084634435232,ViTamin-L2 datacomp1b
,,,,,zeroshot_classification,,en,,0.9345859804027135,,ViTamin-L-336,wds/wds_objectnet_test,0.7931901436101471,,datacomp1b,0.8011736836438031,ViTamin-L-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9131043393991601,,ViTamin-L,wds/wds_objectnet_test,0.7520502136832351,,datacomp1b,0.761386884892861,ViTamin-L datacomp1b
,,,,,zeroshot_classification,,en,,0.7817917519112738,,ViTamin-S,wds/wds_objectnet_test,0.5382077070090477,,datacomp1b,0.5479702810380102,ViTamin-S datacomp1b
,,,,,zeroshot_classification,,en,,0.7876063314310326,,ViTamin-S-LTT,wds/wds_objectnet_test,0.5463392476336533,,datacomp1b,0.5551308280391946,ViTamin-S-LTT datacomp1b
,,,,,zeroshot_classification,,en,,0.9371163992677937,,ViTamin-XL-256,wds/wds_objectnet_test,0.7921482222296137,,datacomp1b,0.8014967158393453,ViTamin-XL-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.9469150425325724,,ViTamin-XL-336,wds/wds_objectnet_test,0.8095512064111688,,datacomp1b,0.8188327770001077,ViTamin-XL-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.925325724130505,,ViTamin-XL-384,wds/wds_objectnet_test,0.7702682550344966,,datacomp1b,0.7786152686551093,ViTamin-XL-384 datacomp1b
,,,,,zeroshot_classification,,en,,0.9322170776354043,,ViT-bigG-14-CLIPA-336,wds/wds_objectnet_test,0.7858293325661824,,datacomp1b,0.7962743620114138,ViT-bigG-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9175729514374933,,ViT-bigG-14-CLIPA,wds/wds_objectnet_test,0.7592877792535477,,datacomp1b,0.7691934962851298,ViT-bigG-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.9222569182728545,,ViT-H-14-CLIPA-336,wds/wds_objectnet_test,0.7636667050535866,,datacomp1b,0.774038979218262,ViT-H-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.900398406374502,,ViT-H-14-CLIPA,wds/wds_objectnet_test,0.7326819498996824,,datacomp1b,0.7421126305588457,ViT-H-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.898406374501992,,ViT-L-14-CLIPA-336,wds/wds_objectnet_test,0.7221819911960354,,datacomp1b,0.7313987294066975,ViT-L-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.8746635081296436,,ViT-L-14-CLIPA,wds/wds_objectnet_test,0.6893014863390018,,datacomp1b,0.6989339937547109,ViT-L-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.8907612792074944,,MobileCLIP-B,wds/wds_objectnet_test,0.6925459653782385,,datacompdr_lt,0.7043717023796705,MobileCLIP-B datacompdr_lt
,,,,,zeroshot_classification,,en,,0.8864003445676752,,MobileCLIP-B,wds/wds_objectnet_test,0.6860018295886864,,datacompdr,0.6986109615591687,MobileCLIP-B datacompdr
,,,,,zeroshot_classification,,en,,0.842198772477657,,MobileCLIP-S1,wds/wds_objectnet_test,0.6219906471330527,,datacompdr,0.6339506837514806,MobileCLIP-S1 datacompdr
,,,,,zeroshot_classification,,en,,0.867287606331431,,MobileCLIP-S2,wds/wds_objectnet_test,0.6527418814075815,,datacompdr,0.6662000646064391,MobileCLIP-S2 datacompdr
,,,,,zeroshot_classification,,en,,0.7703779476687843,,ViT-B-16,wds/wds_objectnet_test,0.521219675449762,,datacomp_l_s1b_b8k,0.5303111876817056,ViT-B-16 datacomp_l_s1b_b8k
,,,,,zeroshot_classification,,en,,0.4122429202110477,,ViT-B-32,wds/wds_objectnet_test,0.19569665922458362,,datacomp_m_s128m_b4k,0.19737267147625714,ViT-B-32 datacomp_m_s128m_b4k
,,,,,zeroshot_classification,,en,,0.8088187789383009,,ViT-B-32-256,wds/wds_objectnet_test,0.5880137539942374,,datacomp_s34b_b86k,0.5961020781737913,ViT-B-32-256 datacomp_s34b_b86k
,,,,,zeroshot_classification,,en,,0.14568752018951223,,ViT-B-32,wds/wds_objectnet_test,0.0446093072184483,,datacomp_s_s13m_b4k,0.043555507698933994,ViT-B-32 datacomp_s_s13m_b4k
,,,,,zeroshot_classification,,en,,0.8454829331323355,,ViT-B-16,wds/wds_objectnet_test,0.6256698541387103,,datacomp_xl_s13b_b90k,0.6351351351351351,ViT-B-16 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.778023042963282,,ViT-B-32,wds/wds_objectnet_test,0.5398244381748425,,datacomp_xl_s13b_b90k,0.5510390868956606,ViT-B-32 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9070744050823732,,ViT-L-14,wds/wds_objectnet_test,0.7314017806624343,,datacomp_xl_s13b_b90k,0.7424356627543879,ViT-L-14 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8372994508452676,,ViT-B-16,wds/wds_objectnet_test,0.6243768922752866,,dfn2b,0.6317432970819425,ViT-B-16 dfn2b
,,,,,zeroshot_classification,,en,,0.9002368902767309,,ViT-L-14-quickgelu,wds/wds_objectnet_test,0.730454718219606,,dfn2b,0.7394745342952515,ViT-L-14-quickgelu dfn2b
,,,,,zeroshot_classification,,en,,0.8970604070205663,,ViT-H-14-378-quickgelu,wds/wds_objectnet_test,0.7224490532528376,,dfn5b,0.7337676321740066,ViT-H-14-378-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,0.8571659308711101,,ViT-H-14-quickgelu,wds/wds_objectnet_test,0.6695327859612582,,dfn5b,0.6812210616991493,ViT-H-14-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,0.8721330892645633,,xlm-roberta-large-ViT-H-14,wds/wds_objectnet_test,0.67789039482455,,frozen_laion5b_s13b_b90k,0.690858188866157,xlm-roberta-large-ViT-H-14 frozen_laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.7216539248411759,,ViT-B-32,wds/wds_objectnet_test,0.47470118322471194,,laion2b_e16,0.4874017443738559,ViT-B-32 laion2b_e16
,,,,,zeroshot_classification,,en,,0.6946807365134058,,roberta-ViT-B-32,wds/wds_objectnet_test,0.4388822913261746,,laion2b_s12b_b32k,0.4496069774954237,roberta-ViT-B-32 laion2b_s12b_b32k
,,,,,zeroshot_classification,,en,,0.865187897060407,,ViT-g-14,wds/wds_objectnet_test,0.6667409990160018,,laion2b_s12b_b42k,0.6761602239689889,ViT-g-14 laion2b_s12b_b42k
,,,,,zeroshot_classification,,en,,0.8032733929148271,,convnext_base_w,wds/wds_objectnet_test,0.5614875876925501,,laion2b_s13b_b82k_augreg,0.5728975987940131,convnext_base_w laion2b_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.809087972434586,,convnext_base_w,wds/wds_objectnet_test,0.569821382165491,,laion2b_s13b_b82k,0.5793582427048563,convnext_base_w laion2b_s13b_b82k
,,,,,zeroshot_classification,,en,,0.6934962851297513,,coca_ViT-B-32,wds/wds_objectnet_test,0.4434210999487968,,laion2b_s13b_b90k,0.4517605254657047,coca_ViT-B-32 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8396145149133197,,coca_ViT-L-14,wds/wds_objectnet_test,0.6313086535142932,,laion2b_s13b_b90k,0.6413265855496931,coca_ViT-L-14 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8616883816087003,,convnext_large_d,wds/wds_objectnet_test,0.649637604017672,,laion2b_s26b_b102k_augreg,0.6616776138688489,convnext_large_d laion2b_s26b_b102k_augreg
,,,,,zeroshot_classification,,en,,0.8748788629266717,,convnext_large_d_320,wds/wds_objectnet_test,0.669932133220658,,laion2b_s29b_b131k_ft,0.6814902551954345,convnext_large_d_320 laion2b_s29b_b131k_ft
,,,,,zeroshot_classification,,en,,0.8810703133412296,,convnext_large_d_320,wds/wds_objectnet_test,0.6777087158662299,,laion2b_s29b_b131k_ft_soup,0.6898352535802735,convnext_large_d_320 laion2b_s29b_b131k_ft_soup
,,,,,zeroshot_classification,,en,,0.875417249919242,,ViT-H-14,wds/wds_objectnet_test,0.6822644085132831,,laion2b_s32b_b79k,0.6940885108215785,ViT-H-14 laion2b_s32b_b79k
,,,,,zeroshot_classification,,en,,0.8488209324862711,,ViT-L-14,wds/wds_objectnet_test,0.6399095644156985,,laion2b_s32b_b82k,0.6527403897921826,ViT-L-14 laion2b_s32b_b82k
,,,,,zeroshot_classification,,en,,0.7291913427371595,,ViT-B-32,wds/wds_objectnet_test,0.47969095383977817,,laion2b_s34b_b79k,0.4883170022612254,ViT-B-32 laion2b_s34b_b79k
,,,,,zeroshot_classification,,en,,0.900344567675245,,convnext_xxlarge,wds/wds_objectnet_test,0.7132786853725624,,laion2b_s34b_b82k_augreg,0.7236459567136858,convnext_xxlarge laion2b_s34b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.8995369871863895,,convnext_xxlarge,wds/wds_objectnet_test,0.7135490711962098,,laion2b_s34b_b82k_augreg_rewind,0.7253687950899106,convnext_xxlarge laion2b_s34b_b82k_augreg_rewind
,,,,,zeroshot_classification,,en,,0.9020674060514698,,convnext_xxlarge,wds/wds_objectnet_test,0.7167308429523666,,laion2b_s34b_b82k_augreg_soup,0.7271993108646495,convnext_xxlarge laion2b_s34b_b82k_augreg_soup
,,,,,zeroshot_classification,,en,,0.7881985571228599,,ViT-B-16,wds/wds_objectnet_test,0.5486661833231772,,laion2b_s34b_b88k,0.5595994400775277,ViT-B-16 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,0.8661569936470335,,ViT-g-14,wds/wds_objectnet_test,0.6775549998673032,,laion2b_s34b_b88k,0.690858188866157,ViT-g-14 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,0.8947991816517713,,ViT-bigG-14,wds/wds_objectnet_test,0.7159695443886303,,laion2b_s39b_b160k,0.7285452783460752,ViT-bigG-14 laion2b_s39b_b160k
,,,,,zeroshot_classification,,en,,0.9248950145364488,,EVA02-E-14,wds/wds_objectnet_test,0.7564871807436582,,laion2b_s4b_b115k,0.7675783353074189,EVA02-E-14 laion2b_s4b_b115k
,,,,,zeroshot_classification,,en,,0.9357704317863681,,EVA02-E-14-plus,wds/wds_objectnet_test,0.7818113100848195,,laion2b_s9b_b144k,0.7935824270485625,EVA02-E-14-plus laion2b_s9b_b144k
,,,,,zeroshot_classification,,en,,0.8791321201679767,,ViT-H-14-CLIPA-336,wds/wds_objectnet_test,0.6909988727129379,,laion2b,0.7019489609131043,ViT-H-14-CLIPA-336 laion2b
,,,,,zeroshot_classification,,en,,0.7500807580488855,,ViT-B-16,wds/wds_objectnet_test,0.5001617604659231,,laion400m_e31,0.512598255626144,ViT-B-16 laion400m_e31
,,,,,zeroshot_classification,,en,,0.7707548185635835,,ViT-B-16-plus-240,wds/wds_objectnet_test,0.5265783956655888,,laion400m_e31,0.5375794120814041,ViT-B-16-plus-240 laion400m_e31
,,,,,zeroshot_classification,,en,,0.670291805749973,,ViT-B-32,wds/wds_objectnet_test,0.41362051558637725,,laion400m_e31,0.42817917519112736,ViT-B-32 laion400m_e31
,,,,,zeroshot_classification,,en,,0.6831054161731452,,ViT-B-32-quickgelu,wds/wds_objectnet_test,0.4248467457473724,,laion400m_e31,0.43700872186927964,ViT-B-32-quickgelu laion400m_e31
,,,,,zeroshot_classification,,en,,0.8075804888553892,,ViT-L-14,wds/wds_objectnet_test,0.5832476213549552,,laion400m_e31,0.5957790459782492,ViT-L-14 laion400m_e31
,,,,,zeroshot_classification,,en,,0.750942177236998,,ViT-B-16,wds/wds_objectnet_test,0.50225014669096,,laion400m_e32,0.5152363518897384,ViT-B-16 laion400m_e32
,,,,,zeroshot_classification,,en,,0.771939269947238,,ViT-B-16-plus-240,wds/wds_objectnet_test,0.5266051093130111,,laion400m_e32,0.5383331538710024,ViT-B-16-plus-240 laion400m_e32
,,,,,zeroshot_classification,,en,,0.6735221277053947,,ViT-B-32,wds/wds_objectnet_test,0.41501625248588836,,laion400m_e32,0.4288790782814687,ViT-B-32 laion400m_e32
,,,,,zeroshot_classification,,en,,0.6840745127597717,,ViT-B-32-quickgelu,wds/wds_objectnet_test,0.4265061136446137,,laion400m_e32,0.4389469150425326,ViT-B-32-quickgelu laion400m_e32
,,,,,zeroshot_classification,,en,,0.8074189727576182,,ViT-L-14,wds/wds_objectnet_test,0.5844312176658961,,laion400m_e32,0.5970173360611608,ViT-L-14 laion400m_e32
,,,,,zeroshot_classification,,en,,0.8924841175837191,,EVA01-g-14,wds/wds_objectnet_test,0.7060579725649193,,laion400m_s11b_b41k,0.719877247765694,EVA01-g-14 laion400m_s11b_b41k
,,,,,zeroshot_classification,,en,,0.7400667599870787,,convnext_base,wds/wds_objectnet_test,0.4956494715721741,,laion400m_s13b_b51k,0.5056530634219877,convnext_base laion400m_s13b_b51k
,,,,,zeroshot_classification,,en,,0.7082480887261764,,xlm-roberta-base-ViT-B-32,wds/wds_objectnet_test,0.45139323531432074,,laion5b_s13b_b90k,0.4610207817379132,xlm-roberta-base-ViT-B-32 laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.7703779476687843,,convnext_base_w_320,wds/wds_objectnet_test,0.5128898213570037,,laion_aesthetic_s13b_b82k_augreg,0.5240658985678907,convnext_base_w_320 laion_aesthetic_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.7970281038010122,,convnext_base_w_320,wds/wds_objectnet_test,0.5501773476779598,,laion_aesthetic_s13b_b82k,0.5616453106492947,convnext_base_w_320 laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,0.7892753311080004,,convnext_base_w,wds/wds_objectnet_test,0.5458577166841089,,laion_aesthetic_s13b_b82k,0.5552923441369656,convnext_base_w laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,0.9178959836330354,,EVA01-g-14-plus,wds/wds_objectnet_test,0.7366307249333698,,merged2b_s11b_b114k,0.7492193388607731,EVA01-g-14-plus merged2b_s11b_b114k
,,,,,zeroshot_classification,,en,,0.9095509852481964,,EVA02-L-14,wds/wds_objectnet_test,0.735950298554244,,merged2b_s4b_b131k,0.7485732744696888,EVA02-L-14 merged2b_s4b_b131k
,,,,,zeroshot_classification,,en,,0.929525142672553,,EVA02-L-14-336,wds/wds_objectnet_test,0.7673012392775385,,merged2b_s6b_b61k,0.7788844621513944,EVA02-L-14-336 merged2b_s6b_b61k
,,,,,zeroshot_classification,,en,,0.8266932270916335,,EVA02-B-16,wds/wds_objectnet_test,0.6079298447694849,,merged2b_s8b_b131k,0.6213524281253365,EVA02-B-16 merged2b_s8b_b131k
,,,,,zeroshot_classification,,en,,0.819640357488963,,ViT-B-16-quickgelu,wds/wds_objectnet_test,0.5780956958630954,,metaclip_400m,0.591364272639173,ViT-B-16-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.7541724991924195,,ViT-B-32-quickgelu,wds/wds_objectnet_test,0.49301888255673615,,metaclip_400m,0.5043609346398191,ViT-B-32-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.8823624421233983,,ViT-L-14-quickgelu,wds/wds_objectnet_test,0.6796116030657537,,metaclip_400m,0.6922579950468397,ViT-L-14-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.8377301604393238,,ViT-B-16-quickgelu,wds/wds_objectnet_test,0.6041602105096807,,metaclip_fullcc,0.6138688489286099,ViT-B-16-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.7677936901044471,,ViT-B-32-quickgelu,wds/wds_objectnet_test,0.51724422513993,,metaclip_fullcc,0.5285883493054808,ViT-B-32-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.9187035641218908,,ViT-H-14-quickgelu,wds/wds_objectnet_test,0.7522148159277062,,metaclip_fullcc,0.7641326585549693,ViT-H-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.9100355335415097,,ViT-L-14-quickgelu,wds/wds_objectnet_test,0.7316985179954733,,metaclip_fullcc,0.7455583073112954,ViT-L-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.6813825777969205,,nllb-clip-base-siglip,wds/wds_objectnet_test,0.4276668758243799,,mrl,0.44233875309572523,nllb-clip-base-siglip mrl
,,,,,zeroshot_classification,,en,,0.7374825024227415,,nllb-clip-large-siglip,wds/wds_objectnet_test,0.4649477671897346,,mrl,0.4824485840422095,nllb-clip-large-siglip mrl
,,,,,zeroshot_classification,,en,,0.07004414773339077,,coca_ViT-B-32,wds/wds_objectnet_test,0.017078242937907072,,mscoco_finetuned_laion2b_s13b_b90k,0.016043932378593733,coca_ViT-B-32 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8292774846559707,,coca_ViT-L-14,wds/wds_objectnet_test,0.6139324279973314,,mscoco_finetuned_laion2b_s13b_b90k,0.6257672014644127,coca_ViT-L-14 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.7216000861419188,,RN101,wds/wds_objectnet_test,0.434685572908238,,openai,0.45089910627759233,RN101 openai
,,,,,zeroshot_classification,,en,,0.7216000861419188,,RN101-quickgelu,wds/wds_objectnet_test,0.434685572908238,,openai,0.45089910627759233,RN101-quickgelu openai
,,,,,zeroshot_classification,,en,,0.6841821901582857,,RN50,wds/wds_objectnet_test,0.3965400802964841,,openai,0.4137504037902444,RN50 openai
,,,,,zeroshot_classification,,en,,0.6841821901582857,,RN50-quickgelu,wds/wds_objectnet_test,0.3965400802964841,,openai,0.4137504037902444,RN50-quickgelu openai
,,,,,zeroshot_classification,,en,,0.8394529988155486,,RN50x16,wds/wds_objectnet_test,0.5918980250009596,,openai,0.6067621406266824,RN50x16 openai
,,,,,zeroshot_classification,,en,,0.7672553031118768,,RN50x4,wds/wds_objectnet_test,0.49659937475747123,,openai,0.5141595779045979,RN50x4 openai
,,,,,zeroshot_classification,,en,,0.8793474749650049,,RN50x64,wds/wds_objectnet_test,0.6663020324512963,,openai,0.6813287390976634,RN50x64 openai
,,,,,zeroshot_classification,,en,,0.7905136211909121,,ViT-B-16,wds/wds_objectnet_test,0.5335613489455185,,openai,0.5528696026703995,ViT-B-16 openai
,,,,,zeroshot_classification,,en,,0.6994723807472811,,ViT-B-32,wds/wds_objectnet_test,0.4275925042638199,,openai,0.4431463335845806,ViT-B-32 openai
,,,,,zeroshot_classification,,en,,0.6994723807472811,,ViT-B-32-quickgelu,wds/wds_objectnet_test,0.4275925042638199,,openai,0.4431463335845806,ViT-B-32-quickgelu openai
,,,,,zeroshot_classification,,en,,0.8987294066975342,,ViT-L-14-336,wds/wds_objectnet_test,0.7009497479052746,,openai,0.7185312802842684,ViT-L-14-336 openai
,,,,,zeroshot_classification,,en,,0.8797781845590611,,ViT-L-14,wds/wds_objectnet_test,0.671939502301233,,openai,0.6886508021966189,ViT-L-14 openai
,,,,,zeroshot_classification,,en,,0.5096909658662647,,nllb-clip-base,wds/wds_objectnet_test,0.27967283496571876,,v1,0.2871756218369764,nllb-clip-base v1
,,,,,zeroshot_classification,,en,,0.6769678044578443,,nllb-clip-base-siglip,wds/wds_objectnet_test,0.40818783885478244,,v1,0.41940346721223215,nllb-clip-base-siglip v1
,,,,,zeroshot_classification,,en,,0.7668784322170776,,nllb-clip-large,wds/wds_objectnet_test,0.5102735833740756,,v1,0.5268116722299989,nllb-clip-large v1
,,,,,zeroshot_classification,,en,,0.780122752234306,,nllb-clip-large-siglip,wds/wds_objectnet_test,0.5310040232603653,,v1,0.547754926240982,nllb-clip-large-siglip v1
,,,,,zeroshot_classification,,en,,0.7874986540325186,,ViT-B-16-SigLIP-256,wds/wds_objectnet_test,0.5621856852322743,,webli,0.5723053731021859,ViT-B-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,0.8420910950791429,,ViT-B-16-SigLIP-384,wds/wds_objectnet_test,0.6246613416697556,,webli,0.6343275546462798,ViT-B-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.8682028642188004,,ViT-B-16-SigLIP-512,wds/wds_objectnet_test,0.6674032303337668,,webli,0.6765370948637881,ViT-B-16-SigLIP-512 webli
,,,,,zeroshot_classification,,en,,0.7705933024658125,,ViT-B-16-SigLIP,wds/wds_objectnet_test,0.5406804361683081,,webli,0.5510929255949176,ViT-B-16-SigLIP webli
,,,,,zeroshot_classification,,en,,0.8051577473888231,,ViT-B-16-SigLIP-i18n-256,wds/wds_objectnet_test,0.5860242646175565,,webli,0.5974480456552169,ViT-B-16-SigLIP-i18n-256 webli
,,,,,zeroshot_classification,,en,,0.8433832238613115,,ViT-L-16-SigLIP-256,wds/wds_objectnet_test,0.6408229560903629,,webli,0.6525250349951545,ViT-L-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,0.8989447614945623,,ViT-L-16-SigLIP-384,wds/wds_objectnet_test,0.7192351044292903,,webli,0.728329923549047,ViT-L-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.9208032733929148,,ViT-SO400M-14-SigLIP-384,wds/wds_objectnet_test,0.760141161219873,,webli,0.7693011736836438,ViT-SO400M-14-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.8771400882954667,,ViT-SO400M-14-SigLIP,wds/wds_objectnet_test,0.6953641902821223,,webli,0.7063098955529235,ViT-SO400M-14-SigLIP webli
,,,,,zeroshot_classification,,en,,0.43469365780122754,,RN101,wds/wds_objectnet_test,0.19078353833549003,,yfcc15m,0.19931086464951006,RN101 yfcc15m
,,,,,zeroshot_classification,,en,,0.433616883816087,,RN101-quickgelu,wds/wds_objectnet_test,0.1917612307010826,,yfcc15m,0.19888015505545387,RN101-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,0.4012598255626144,,RN50,wds/wds_objectnet_test,0.17500342934688554,,yfcc15m,0.18192096478949069,RN50 yfcc15m
,,,,,zeroshot_classification,,en,,0.4012059868633574,,RN50-quickgelu,wds/wds_objectnet_test,0.17064966000598558,,yfcc15m,0.17734467535264348,RN50-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,nan,,RN50,wds/wds_renderedsst2_test,0.48781012969718024,,cc12m,0.4870950027457441,RN50 cc12m
,,,,,zeroshot_classification,,en,,nan,,RN50-quickgelu,wds/wds_renderedsst2_test,0.4789965838689132,,cc12m,0.4783086216364635,RN50-quickgelu cc12m
,,,,,zeroshot_classification,,en,,nan,,ViT-B-16,wds/wds_renderedsst2_test,0.5396057697875051,,commonpool_l_basic_s1b_b8k,0.5398132894014278,ViT-B-16 commonpool_l_basic_s1b_b8k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-16,wds/wds_renderedsst2_test,0.5028624572983614,,commonpool_l_clip_s1b_b8k,0.5030203185063152,ViT-B-16 commonpool_l_clip_s1b_b8k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-16,wds/wds_renderedsst2_test,0.4989523623414973,,commonpool_l_image_s1b_b8k,0.499725425590335,ViT-B-16 commonpool_l_image_s1b_b8k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-16,wds/wds_renderedsst2_test,0.5234062879972208,,commonpool_l_laion_s1b_b8k,0.5238879736408567,ViT-B-16 commonpool_l_laion_s1b_b8k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-16,wds/wds_renderedsst2_test,0.5116560998205084,,commonpool_l_s1b_b8k,0.5118066996155958,ViT-B-16 commonpool_l_s1b_b8k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-16,wds/wds_renderedsst2_test,0.4918631665798159,,commonpool_l_text_s1b_b8k,0.49203734211971445,ViT-B-16 commonpool_l_text_s1b_b8k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32,wds/wds_renderedsst2_test,0.4994626107347577,,commonpool_m_basic_s128m_b4k,0.500274574409665,ViT-B-32 commonpool_m_basic_s128m_b4k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32,wds/wds_renderedsst2_test,0.5005500550055005,,commonpool_m_clip_s128m_b4k,0.5013728720483251,ViT-B-32 commonpool_m_clip_s128m_b4k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32,wds/wds_renderedsst2_test,0.5255341323606045,,commonpool_m_image_s128m_b4k,0.5260845689181768,ViT-B-32 commonpool_m_image_s128m_b4k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32,wds/wds_renderedsst2_test,0.495652032308494,,commonpool_m_laion_s128m_b4k,0.4964305326743548,ViT-B-32 commonpool_m_laion_s128m_b4k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32,wds/wds_renderedsst2_test,0.49780520815239415,,commonpool_m_s128m_b4k,0.4975288303130148,ViT-B-32 commonpool_m_s128m_b4k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32,wds/wds_renderedsst2_test,0.5,,commonpool_m_text_s128m_b4k,0.500823723228995,ViT-B-32 commonpool_m_text_s128m_b4k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32,wds/wds_renderedsst2_test,0.4978486335475653,,commonpool_s_basic_s13m_b4k,0.4986271279516749,ViT-B-32 commonpool_s_basic_s13m_b4k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32,wds/wds_renderedsst2_test,0.5005500550055005,,commonpool_s_clip_s13m_b4k,0.5013728720483251,ViT-B-32 commonpool_s_clip_s13m_b4k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32,wds/wds_renderedsst2_test,0.4640962451508309,,commonpool_s_image_s13m_b4k,0.46403075233388247,ViT-B-32 commonpool_s_image_s13m_b4k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32,wds/wds_renderedsst2_test,0.5,,commonpool_s_laion_s13m_b4k,0.49917627677100496,ViT-B-32 commonpool_s_laion_s13m_b4k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32,wds/wds_renderedsst2_test,0.5,,commonpool_s_s13m_b4k,0.500823723228995,ViT-B-32 commonpool_s_s13m_b4k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32,wds/wds_renderedsst2_test,0.5,,commonpool_s_text_s13m_b4k,0.500823723228995,ViT-B-32 commonpool_s_text_s13m_b4k
,,,,,zeroshot_classification,,en,,nan,,ViT-L-14,wds/wds_renderedsst2_test,0.6166297550807712,,commonpool_xl_clip_s13b_b90k,0.6166941241076331,ViT-L-14 commonpool_xl_clip_s13b_b90k
,,,,,zeroshot_classification,,en,,nan,,ViT-L-14,wds/wds_renderedsst2_test,0.6005135052978983,,commonpool_xl_laion_s13b_b90k,0.600219659527732,ViT-L-14 commonpool_xl_laion_s13b_b90k
,,,,,zeroshot_classification,,en,,nan,,ViT-L-14,wds/wds_renderedsst2_test,0.5960153581147589,,commonpool_xl_s13b_b90k,0.5958264689730917,ViT-L-14 commonpool_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,nan,,ViTamin-B,wds/wds_renderedsst2_test,0.5068449279138441,,datacomp1b,0.5063152114222954,ViTamin-B datacomp1b
,,,,,zeroshot_classification,,en,,nan,,ViTamin-B-LTT,wds/wds_renderedsst2_test,0.5114914451971513,,datacomp1b,0.5107084019769358,ViTamin-B-LTT datacomp1b
,,,,,zeroshot_classification,,en,,nan,,ViTamin-L2-256,wds/wds_renderedsst2_test,0.6508779167390424,,datacomp1b,0.6507413509060955,ViTamin-L2-256 datacomp1b
,,,,,zeroshot_classification,,en,,nan,,ViTamin-L2-336,wds/wds_renderedsst2_test,0.6537512303861965,,datacomp1b,0.6534870950027457,ViTamin-L2-336 datacomp1b
,,,,,zeroshot_classification,,en,,nan,,ViTamin-L-256,wds/wds_renderedsst2_test,0.5911571420299925,,datacomp1b,0.5908841295991214,ViTamin-L-256 datacomp1b
,,,,,zeroshot_classification,,en,,nan,,ViTamin-L2,wds/wds_renderedsst2_test,0.6504545191361242,,datacomp1b,0.6501922020867655,ViTamin-L2 datacomp1b
,,,,,zeroshot_classification,,en,,nan,,ViTamin-L-336,wds/wds_renderedsst2_test,0.5851626281049158,,datacomp1b,0.5848434925864909,ViTamin-L-336 datacomp1b
,,,,,zeroshot_classification,,en,,nan,,ViTamin-L,wds/wds_renderedsst2_test,0.613016400324243,,datacomp1b,0.6128500823723229,ViTamin-L datacomp1b
,,,,,zeroshot_classification,,en,,nan,,ViTamin-S,wds/wds_renderedsst2_test,0.49009358172659373,,datacomp1b,0.4898407468423943,ViTamin-S datacomp1b
,,,,,zeroshot_classification,,en,,nan,,ViTamin-S-LTT,wds/wds_renderedsst2_test,0.5130927566440855,,datacomp1b,0.5123558484349259,ViTamin-S-LTT datacomp1b
,,,,,zeroshot_classification,,en,,nan,,ViTamin-XL-256,wds/wds_renderedsst2_test,0.6592011174801691,,datacomp1b,0.6589785831960461,ViTamin-XL-256 datacomp1b
,,,,,zeroshot_classification,,en,,nan,,ViTamin-XL-336,wds/wds_renderedsst2_test,0.6717745787736669,,datacomp1b,0.671609006040637,ViTamin-XL-336 datacomp1b
,,,,,zeroshot_classification,,en,,nan,,ViTamin-XL-384,wds/wds_renderedsst2_test,0.6503984280006948,,datacomp1b,0.6501922020867655,ViTamin-XL-384 datacomp1b
,,,,,zeroshot_classification,,en,,nan,,ViT-bigG-14-CLIPA-336,wds/wds_renderedsst2_test,0.6433779891147009,,datacomp1b,0.643053267435475,ViT-bigG-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,nan,,ViT-bigG-14-CLIPA,wds/wds_renderedsst2_test,0.63345347692664,,datacomp1b,0.6331685886875343,ViT-bigG-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,nan,,ViT-H-14-CLIPA-336,wds/wds_renderedsst2_test,0.604367509119333,,datacomp1b,0.6040637012630423,ViT-H-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,nan,,ViT-H-14-CLIPA,wds/wds_renderedsst2_test,0.6173191332291124,,datacomp1b,0.6172432729269632,ViT-H-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,nan,,ViT-L-14-CLIPA-336,wds/wds_renderedsst2_test,0.5329942533727057,,datacomp1b,0.5326743547501372,ViT-L-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,nan,,ViT-L-14-CLIPA,wds/wds_renderedsst2_test,0.5377294308378207,,datacomp1b,0.5376166941241076,ViT-L-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,nan,,MobileCLIP-B,wds/wds_renderedsst2_test,0.6125839557639975,,datacompdr_lt,0.6128500823723229,MobileCLIP-B datacompdr_lt
,,,,,zeroshot_classification,,en,,nan,,MobileCLIP-B,wds/wds_renderedsst2_test,0.6015955213942447,,datacompdr,0.6018671059857221,MobileCLIP-B datacompdr
,,,,,zeroshot_classification,,en,,nan,,MobileCLIP-S1,wds/wds_renderedsst2_test,0.5516364136413642,,datacompdr,0.5518945634266886,MobileCLIP-S1 datacompdr
,,,,,zeroshot_classification,,en,,nan,,MobileCLIP-S2,wds/wds_renderedsst2_test,0.563697817150136,,datacompdr,0.5639758374519495,MobileCLIP-S2 datacompdr
,,,,,zeroshot_classification,,en,,nan,,ViT-B-16,wds/wds_renderedsst2_test,0.5272494354698628,,datacomp_l_s1b_b8k,0.5271828665568369,ViT-B-16 datacomp_l_s1b_b8k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32,wds/wds_renderedsst2_test,0.5330666290313242,,datacomp_m_s128m_b4k,0.5332235035694673,ViT-B-32 datacomp_m_s128m_b4k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32-256,wds/wds_renderedsst2_test,0.5316227346418853,,datacomp_s34b_b86k,0.5315760571114773,ViT-B-32-256 datacomp_s34b_b86k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32,wds/wds_renderedsst2_test,0.4640962451508309,,datacomp_s_s13m_b4k,0.46403075233388247,ViT-B-32 datacomp_s_s13m_b4k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-16,wds/wds_renderedsst2_test,0.51669163626889,,datacomp_xl_s13b_b90k,0.5161998901702362,ViT-B-16 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32,wds/wds_renderedsst2_test,0.4848445370852875,,datacomp_xl_s13b_b90k,0.48489840746842394,ViT-B-32 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,nan,,ViT-L-14,wds/wds_renderedsst2_test,0.6109808349255978,,datacomp_xl_s13b_b90k,0.6106534870950028,ViT-L-14 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-16,wds/wds_renderedsst2_test,0.4887582508250825,,dfn2b,0.48819330038440417,ViT-B-16 dfn2b
,,,,,zeroshot_classification,,en,,nan,,ViT-L-14-quickgelu,wds/wds_renderedsst2_test,0.5507660963464768,,dfn2b,0.5502471169686985,ViT-L-14-quickgelu dfn2b
,,,,,zeroshot_classification,,en,,nan,,ViT-H-14-378-quickgelu,wds/wds_renderedsst2_test,0.5534367581494992,,dfn5b,0.5540911587040088,ViT-H-14-378-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,nan,,ViT-H-14-quickgelu,wds/wds_renderedsst2_test,0.5456925626773204,,dfn5b,0.5464030752333883,ViT-H-14-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,nan,,xlm-roberta-large-ViT-H-14,wds/wds_renderedsst2_test,0.6425221469515372,,frozen_laion5b_s13b_b90k,0.642504118616145,xlm-roberta-large-ViT-H-14 frozen_laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32,wds/wds_renderedsst2_test,0.545565905274738,,laion2b_e16,0.5453047775947282,ViT-B-32 laion2b_e16
,,,,,zeroshot_classification,,en,,nan,,roberta-ViT-B-32,wds/wds_renderedsst2_test,0.5447028255457125,,laion2b_s12b_b32k,0.5442064799560681,roberta-ViT-B-32 laion2b_s12b_b32k
,,,,,zeroshot_classification,,en,,nan,,ViT-g-14,wds/wds_renderedsst2_test,0.6410402553413236,,laion2b_s12b_b42k,0.6408566721581549,ViT-g-14 laion2b_s12b_b42k
,,,,,zeroshot_classification,,en,,nan,,convnext_base_w,wds/wds_renderedsst2_test,0.5956860488680447,,laion2b_s13b_b82k_augreg,0.5952773201537617,convnext_base_w laion2b_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,nan,,convnext_base_w,wds/wds_renderedsst2_test,0.6060068177870419,,laion2b_s13b_b82k,0.6057111477210324,convnext_base_w laion2b_s13b_b82k
,,,,,zeroshot_classification,,en,,nan,,coca_ViT-B-32,wds/wds_renderedsst2_test,0.5767616235307741,,laion2b_s13b_b90k,0.5766062602965404,coca_ViT-B-32 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,nan,,coca_ViT-L-14,wds/wds_renderedsst2_test,0.6648645127670663,,laion2b_s13b_b90k,0.6650192202086765,coca_ViT-L-14 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,nan,,convnext_large_d,wds/wds_renderedsst2_test,0.5629613948236929,,laion2b_s26b_b102k_augreg,0.5623283909939594,convnext_large_d laion2b_s26b_b102k_augreg
,,,,,zeroshot_classification,,en,,nan,,convnext_large_d_320,wds/wds_renderedsst2_test,0.5629252069943836,,laion2b_s29b_b131k_ft,0.5623283909939594,convnext_large_d_320 laion2b_s29b_b131k_ft
,,,,,zeroshot_classification,,en,,nan,,convnext_large_d_320,wds/wds_renderedsst2_test,0.5607539372358288,,laion2b_s29b_b131k_ft_soup,0.5601317957166392,convnext_large_d_320 laion2b_s29b_b131k_ft_soup
,,,,,zeroshot_classification,,en,,nan,,ViT-H-14,wds/wds_renderedsst2_test,0.6415848821724278,,laion2b_s32b_b79k,0.6414058209774849,ViT-H-14 laion2b_s32b_b79k
,,,,,zeroshot_classification,,en,,nan,,ViT-L-14,wds/wds_renderedsst2_test,0.5914502634473974,,laion2b_s32b_b82k,0.5919824272377814,ViT-L-14 laion2b_s32b_b82k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32,wds/wds_renderedsst2_test,0.5724842221064211,,laion2b_s34b_b79k,0.5727622185612301,ViT-B-32 laion2b_s34b_b79k
,,,,,zeroshot_classification,,en,,nan,,convnext_xxlarge,wds/wds_renderedsst2_test,0.6775175872850443,,laion2b_s34b_b82k_augreg,0.6776496430532675,convnext_xxlarge laion2b_s34b_b82k_augreg
,,,,,zeroshot_classification,,en,,nan,,convnext_xxlarge,wds/wds_renderedsst2_test,0.6912707718140234,,laion2b_s34b_b82k_augreg_rewind,0.6913783635365184,convnext_xxlarge laion2b_s34b_b82k_augreg_rewind
,,,,,zeroshot_classification,,en,,nan,,convnext_xxlarge,wds/wds_renderedsst2_test,0.6940409501476463,,laion2b_s34b_b82k_augreg_soup,0.6941241076331686,convnext_xxlarge laion2b_s34b_b82k_augreg_soup
,,,,,zeroshot_classification,,en,,nan,,ViT-B-16,wds/wds_renderedsst2_test,0.5965183689421574,,laion2b_s34b_b88k,0.5963756177924218,ViT-B-16 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,nan,,ViT-g-14,wds/wds_renderedsst2_test,0.5678684644780267,,laion2b_s34b_b88k,0.5672707303679297,ViT-g-14 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,nan,,ViT-bigG-14,wds/wds_renderedsst2_test,0.6522385791210701,,laion2b_s39b_b160k,0.6523887973640856,ViT-bigG-14 laion2b_s39b_b160k
,,,,,zeroshot_classification,,en,,nan,,EVA02-E-14,wds/wds_renderedsst2_test,0.587527502750275,,laion2b_s4b_b115k,0.5870400878638111,EVA02-E-14 laion2b_s4b_b115k
,,,,,zeroshot_classification,,en,,nan,,EVA02-E-14-plus,wds/wds_renderedsst2_test,0.6256007179665335,,laion2b_s9b_b144k,0.6260296540362438,EVA02-E-14-plus laion2b_s9b_b144k
,,,,,zeroshot_classification,,en,,nan,,ViT-H-14-CLIPA-336,wds/wds_renderedsst2_test,0.6204186208094493,,laion2b,0.6199890170236134,ViT-H-14-CLIPA-336 laion2b
,,,,,zeroshot_classification,,en,,nan,,ViT-B-16,wds/wds_renderedsst2_test,0.5464000347403162,,laion400m_e31,0.5469522240527183,ViT-B-16 laion400m_e31
,,,,,zeroshot_classification,,en,,nan,,ViT-B-16-plus-240,wds/wds_renderedsst2_test,0.5861776967170401,,laion400m_e31,0.585941790225151,ViT-B-16-plus-240 laion400m_e31
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32,wds/wds_renderedsst2_test,0.5161216779572695,,laion400m_e31,0.515650741350906,ViT-B-32 laion400m_e31
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32-quickgelu,wds/wds_renderedsst2_test,0.5209075183834173,,laion400m_e31,0.5205930807248764,ViT-B-32-quickgelu laion400m_e31
,,,,,zeroshot_classification,,en,,nan,,ViT-L-14,wds/wds_renderedsst2_test,0.5657786173354178,,laion400m_e31,0.5656232839099395,ViT-L-14 laion400m_e31
,,,,,zeroshot_classification,,en,,nan,,ViT-B-16,wds/wds_renderedsst2_test,0.5431413207110185,,laion400m_e32,0.5436573311367381,ViT-B-16 laion400m_e32
,,,,,zeroshot_classification,,en,,nan,,ViT-B-16-plus-240,wds/wds_renderedsst2_test,0.5801868015748943,,laion400m_e32,0.5799011532125206,ViT-B-16-plus-240 laion400m_e32
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32,wds/wds_renderedsst2_test,0.5210776011811707,,laion400m_e32,0.5205930807248764,ViT-B-32 laion400m_e32
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32-quickgelu,wds/wds_renderedsst2_test,0.5242150859822824,,laion400m_e32,0.5238879736408567,ViT-B-32-quickgelu laion400m_e32
,,,,,zeroshot_classification,,en,,nan,,ViT-L-14,wds/wds_renderedsst2_test,0.5614216026865844,,laion400m_e32,0.5612300933552993,ViT-L-14 laion400m_e32
,,,,,zeroshot_classification,,en,,nan,,EVA01-g-14,wds/wds_renderedsst2_test,0.5851644374963811,,laion400m_s11b_b41k,0.5848434925864909,EVA01-g-14 laion400m_s11b_b41k
,,,,,zeroshot_classification,,en,,nan,,convnext_base,wds/wds_renderedsst2_test,0.5389145822476984,,laion400m_s13b_b51k,0.5387149917627677,convnext_base laion400m_s13b_b51k
,,,,,zeroshot_classification,,en,,nan,,xlm-roberta-base-ViT-B-32,wds/wds_renderedsst2_test,0.5333669880145909,,laion5b_s13b_b90k,0.5337726523887973,xlm-roberta-base-ViT-B-32 laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,nan,,convnext_base_w_320,wds/wds_renderedsst2_test,0.5511695906432749,,laion_aesthetic_s13b_b82k_augreg,0.5507962657880285,convnext_base_w_320 laion_aesthetic_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,nan,,convnext_base_w_320,wds/wds_renderedsst2_test,0.5555229865091772,,laion_aesthetic_s13b_b82k,0.5551894563426688,convnext_base_w_320 laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,nan,,convnext_base_w,wds/wds_renderedsst2_test,0.553757020438886,,laion_aesthetic_s13b_b82k,0.5540911587040088,convnext_base_w laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,nan,,EVA01-g-14-plus,wds/wds_renderedsst2_test,0.5857633460714492,,merged2b_s11b_b114k,0.5853926414058209,EVA01-g-14-plus merged2b_s11b_b114k
,,,,,zeroshot_classification,,en,,nan,,EVA02-L-14,wds/wds_renderedsst2_test,0.6162479734815587,,merged2b_s4b_b131k,0.6161449752883031,EVA02-L-14 merged2b_s4b_b131k
,,,,,zeroshot_classification,,en,,nan,,EVA02-L-14-336,wds/wds_renderedsst2_test,0.6458876150772972,,merged2b_s6b_b61k,0.6457990115321252,EVA02-L-14-336 merged2b_s6b_b61k
,,,,,zeroshot_classification,,en,,nan,,EVA02-B-16,wds/wds_renderedsst2_test,0.5404471368189451,,merged2b_s8b_b131k,0.5403624382207578,EVA02-B-16 merged2b_s8b_b131k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-16-quickgelu,wds/wds_renderedsst2_test,0.6044634068670025,,metaclip_400m,0.6046128500823723,ViT-B-16-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32-quickgelu,wds/wds_renderedsst2_test,0.5364538098546696,,metaclip_400m,0.5359692476661175,ViT-B-32-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,nan,,ViT-L-14-quickgelu,wds/wds_renderedsst2_test,0.6564942678478374,,metaclip_400m,0.6562328390993959,ViT-L-14-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,nan,,ViT-B-16-quickgelu,wds/wds_renderedsst2_test,0.5917542412135951,,metaclip_fullcc,0.5914332784184514,ViT-B-16-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32-quickgelu,wds/wds_renderedsst2_test,0.5304412020149384,,metaclip_fullcc,0.5304777594728172,ViT-B-32-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,nan,,ViT-H-14-quickgelu,wds/wds_renderedsst2_test,0.6909088935209311,,metaclip_fullcc,0.6908292147171884,ViT-H-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,nan,,ViT-L-14-quickgelu,wds/wds_renderedsst2_test,0.6668566527705402,,metaclip_fullcc,0.6666666666666666,ViT-L-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,nan,,nllb-clip-base-siglip,wds/wds_renderedsst2_test,0.6224777082971455,,mrl,0.6227347611202636,nllb-clip-base-siglip mrl
,,,,,zeroshot_classification,,en,,nan,,nllb-clip-large-siglip,wds/wds_renderedsst2_test,0.5744039864512767,,mrl,0.5749588138385503,nllb-clip-large-siglip mrl
,,,,,zeroshot_classification,,en,,nan,,coca_ViT-B-32,wds/wds_renderedsst2_test,0.5,,mscoco_finetuned_laion2b_s13b_b90k,0.49917627677100496,coca_ViT-B-32 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,nan,,coca_ViT-L-14,wds/wds_renderedsst2_test,0.6134343697527648,,mscoco_finetuned_laion2b_s13b_b90k,0.613948380010983,coca_ViT-L-14 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,nan,,RN101,wds/wds_renderedsst2_test,0.6435734033929709,,openai,0.6436024162548051,RN101 openai
,,,,,zeroshot_classification,,en,,nan,,RN101-quickgelu,wds/wds_renderedsst2_test,0.6435734033929709,,openai,0.6436024162548051,RN101-quickgelu openai
,,,,,zeroshot_classification,,en,,nan,,RN50,wds/wds_renderedsst2_test,0.5576309275664408,,openai,0.5579352004393191,RN50 openai
,,,,,zeroshot_classification,,en,,nan,,RN50-quickgelu,wds/wds_renderedsst2_test,0.5576309275664408,,openai,0.5579352004393191,RN50-quickgelu openai
,,,,,zeroshot_classification,,en,,nan,,RN50x16,wds/wds_renderedsst2_test,0.6752196601239071,,openai,0.6749038989566173,RN50x16 openai
,,,,,zeroshot_classification,,en,,nan,,RN50x4,wds/wds_renderedsst2_test,0.6727317468588965,,openai,0.6727073036792971,RN50x4 openai
,,,,,zeroshot_classification,,en,,nan,,RN50x64,wds/wds_renderedsst2_test,0.7044847576862949,,openai,0.7045579352004393,RN50x64 openai
,,,,,zeroshot_classification,,en,,nan,,ViT-B-16,wds/wds_renderedsst2_test,0.6069820797869261,,openai,0.6068094453596925,ViT-B-16 openai
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32,wds/wds_renderedsst2_test,0.5873031382085576,,openai,0.5875892366831411,ViT-B-32 openai
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32-quickgelu,wds/wds_renderedsst2_test,0.5873031382085576,,openai,0.5875892366831411,ViT-B-32-quickgelu openai
,,,,,zeroshot_classification,,en,,nan,,ViT-L-14-336,wds/wds_renderedsst2_test,0.7062832928029645,,openai,0.7062053816584294,ViT-L-14-336 openai
,,,,,zeroshot_classification,,en,,nan,,ViT-L-14,wds/wds_renderedsst2_test,0.691050026055237,,openai,0.6908292147171884,ViT-L-14 openai
,,,,,zeroshot_classification,,en,,nan,,nllb-clip-base,wds/wds_renderedsst2_test,0.5420032134792426,,v1,0.5420098846787479,nllb-clip-base v1
,,,,,zeroshot_classification,,en,,nan,,nllb-clip-base-siglip,wds/wds_renderedsst2_test,0.610969978576805,,v1,0.6112026359143328,nllb-clip-base-siglip v1
,,,,,zeroshot_classification,,en,,nan,,nllb-clip-large,wds/wds_renderedsst2_test,0.5583800156331423,,v1,0.5590334980779791,nllb-clip-large v1
,,,,,zeroshot_classification,,en,,nan,,nllb-clip-large-siglip,wds/wds_renderedsst2_test,0.5468053384285797,,v1,0.5475013728720484,nllb-clip-large-siglip v1
,,,,,zeroshot_classification,,en,,nan,,ViT-B-16-SigLIP-256,wds/wds_renderedsst2_test,0.5743135168780036,,webli,0.5738605161998902,ViT-B-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,nan,,ViT-B-16-SigLIP-384,wds/wds_renderedsst2_test,0.5612279977997799,,webli,0.5606809445359693,ViT-B-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,nan,,ViT-B-16-SigLIP-512,wds/wds_renderedsst2_test,0.572706777256673,,webli,0.5722130697419,ViT-B-16-SigLIP-512 webli
,,,,,zeroshot_classification,,en,,nan,,ViT-B-16-SigLIP,wds/wds_renderedsst2_test,0.5251794916333739,,webli,0.5244371224601867,ViT-B-16-SigLIP webli
,,,,,zeroshot_classification,,en,,nan,,ViT-B-16-SigLIP-i18n-256,wds/wds_renderedsst2_test,0.5693630218284986,,webli,0.5694673256452498,ViT-B-16-SigLIP-i18n-256 webli
,,,,,zeroshot_classification,,en,,nan,,ViT-L-16-SigLIP-256,wds/wds_renderedsst2_test,0.6182310665277054,,webli,0.6177924217462932,ViT-L-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,nan,,ViT-L-16-SigLIP-384,wds/wds_renderedsst2_test,0.5640976926640032,,webli,0.5634266886326195,ViT-L-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,nan,,ViT-SO400M-14-SigLIP-384,wds/wds_renderedsst2_test,0.699608447686874,,webli,0.6996155958264689,ViT-SO400M-14-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,nan,,ViT-SO400M-14-SigLIP,wds/wds_renderedsst2_test,0.6942399832088472,,webli,0.6941241076331686,ViT-SO400M-14-SigLIP webli
,,,,,zeroshot_classification,,en,,nan,,RN101,wds/wds_renderedsst2_test,0.49403081755543976,,yfcc15m,0.49368478857770454,RN101 yfcc15m
,,,,,zeroshot_classification,,en,,nan,,RN101-quickgelu,wds/wds_renderedsst2_test,0.5,,yfcc15m,0.49917627677100496,RN101-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,nan,,RN50,wds/wds_renderedsst2_test,0.5,,yfcc15m,0.49917627677100496,RN50 yfcc15m
,,,,,zeroshot_classification,,en,,nan,,RN50-quickgelu,wds/wds_renderedsst2_test,0.5,,yfcc15m,0.49917627677100496,RN50-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,0.994625,,RN50,wds/wds_stl10_test,0.8695,,cc12m,0.8695,RN50 cc12m
,,,,,zeroshot_classification,,en,,0.993875,,RN50-quickgelu,wds/wds_stl10_test,0.875,,cc12m,0.875375,RN50-quickgelu cc12m
,,,,,zeroshot_classification,,en,,0.998875,,ViT-B-16,wds/wds_stl10_test,0.9369999999999999,,commonpool_l_basic_s1b_b8k,0.937125,ViT-B-16 commonpool_l_basic_s1b_b8k
,,,,,zeroshot_classification,,en,,0.99975,,ViT-B-16,wds/wds_stl10_test,0.9494999999999999,,commonpool_l_clip_s1b_b8k,0.949625,ViT-B-16 commonpool_l_clip_s1b_b8k
,,,,,zeroshot_classification,,en,,0.998375,,ViT-B-16,wds/wds_stl10_test,0.9489999999999998,,commonpool_l_image_s1b_b8k,0.948625,ViT-B-16 commonpool_l_image_s1b_b8k
,,,,,zeroshot_classification,,en,,0.998625,,ViT-B-16,wds/wds_stl10_test,0.9407500000000001,,commonpool_l_laion_s1b_b8k,0.940875,ViT-B-16 commonpool_l_laion_s1b_b8k
,,,,,zeroshot_classification,,en,,0.99975,,ViT-B-16,wds/wds_stl10_test,0.9341250000000001,,commonpool_l_s1b_b8k,0.93375,ViT-B-16 commonpool_l_s1b_b8k
,,,,,zeroshot_classification,,en,,0.998625,,ViT-B-16,wds/wds_stl10_test,0.95225,,commonpool_l_text_s1b_b8k,0.952375,ViT-B-16 commonpool_l_text_s1b_b8k
,,,,,zeroshot_classification,,en,,0.992,,ViT-B-32,wds/wds_stl10_test,0.778875,,commonpool_m_basic_s128m_b4k,0.77925,ViT-B-32 commonpool_m_basic_s128m_b4k
,,,,,zeroshot_classification,,en,,0.9965,,ViT-B-32,wds/wds_stl10_test,0.836875,,commonpool_m_clip_s128m_b4k,0.8365,ViT-B-32 commonpool_m_clip_s128m_b4k
,,,,,zeroshot_classification,,en,,0.990125,,ViT-B-32,wds/wds_stl10_test,0.8172500000000001,,commonpool_m_image_s128m_b4k,0.817125,ViT-B-32 commonpool_m_image_s128m_b4k
,,,,,zeroshot_classification,,en,,0.98725,,ViT-B-32,wds/wds_stl10_test,0.7771250000000001,,commonpool_m_laion_s128m_b4k,0.7775,ViT-B-32 commonpool_m_laion_s128m_b4k
,,,,,zeroshot_classification,,en,,0.988,,ViT-B-32,wds/wds_stl10_test,0.76925,,commonpool_m_s128m_b4k,0.769125,ViT-B-32 commonpool_m_s128m_b4k
,,,,,zeroshot_classification,,en,,0.989,,ViT-B-32,wds/wds_stl10_test,0.7968749999999999,,commonpool_m_text_s128m_b4k,0.79675,ViT-B-32 commonpool_m_text_s128m_b4k
,,,,,zeroshot_classification,,en,,0.935125,,ViT-B-32,wds/wds_stl10_test,0.465625,,commonpool_s_basic_s13m_b4k,0.465375,ViT-B-32 commonpool_s_basic_s13m_b4k
,,,,,zeroshot_classification,,en,,0.956125,,ViT-B-32,wds/wds_stl10_test,0.53525,,commonpool_s_clip_s13m_b4k,0.53525,ViT-B-32 commonpool_s_clip_s13m_b4k
,,,,,zeroshot_classification,,en,,0.94525,,ViT-B-32,wds/wds_stl10_test,0.4600000000000001,,commonpool_s_image_s13m_b4k,0.460125,ViT-B-32 commonpool_s_image_s13m_b4k
,,,,,zeroshot_classification,,en,,0.925375,,ViT-B-32,wds/wds_stl10_test,0.48775,,commonpool_s_laion_s13m_b4k,0.487625,ViT-B-32 commonpool_s_laion_s13m_b4k
,,,,,zeroshot_classification,,en,,0.916875,,ViT-B-32,wds/wds_stl10_test,0.42687500000000006,,commonpool_s_s13m_b4k,0.427,ViT-B-32 commonpool_s_s13m_b4k
,,,,,zeroshot_classification,,en,,0.956,,ViT-B-32,wds/wds_stl10_test,0.5022499999999999,,commonpool_s_text_s13m_b4k,0.50225,ViT-B-32 commonpool_s_text_s13m_b4k
,,,,,zeroshot_classification,,en,,1.0,,ViT-L-14,wds/wds_stl10_test,0.9875,,commonpool_xl_clip_s13b_b90k,0.9875,ViT-L-14 commonpool_xl_clip_s13b_b90k
,,,,,zeroshot_classification,,en,,1.0,,ViT-L-14,wds/wds_stl10_test,0.99025,,commonpool_xl_laion_s13b_b90k,0.990125,ViT-L-14 commonpool_xl_laion_s13b_b90k
,,,,,zeroshot_classification,,en,,1.0,,ViT-L-14,wds/wds_stl10_test,0.9890000000000001,,commonpool_xl_s13b_b90k,0.988875,ViT-L-14 commonpool_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.99925,,ViTamin-B,wds/wds_stl10_test,0.9746249999999999,,datacomp1b,0.974625,ViTamin-B datacomp1b
,,,,,zeroshot_classification,,en,,0.99975,,ViTamin-B-LTT,wds/wds_stl10_test,0.9726250000000001,,datacomp1b,0.97275,ViTamin-B-LTT datacomp1b
,,,,,zeroshot_classification,,en,,1.0,,ViTamin-L2-256,wds/wds_stl10_test,0.9949999999999999,,datacomp1b,0.995,ViTamin-L2-256 datacomp1b
,,,,,zeroshot_classification,,en,,1.0,,ViTamin-L2-336,wds/wds_stl10_test,0.9952499999999999,,datacomp1b,0.995125,ViTamin-L2-336 datacomp1b
,,,,,zeroshot_classification,,en,,1.0,,ViTamin-L-256,wds/wds_stl10_test,0.9938749999999998,,datacomp1b,0.993875,ViTamin-L-256 datacomp1b
,,,,,zeroshot_classification,,en,,1.0,,ViTamin-L2,wds/wds_stl10_test,0.9935,,datacomp1b,0.9935,ViTamin-L2 datacomp1b
,,,,,zeroshot_classification,,en,,1.0,,ViTamin-L-336,wds/wds_stl10_test,0.9938749999999998,,datacomp1b,0.993875,ViTamin-L-336 datacomp1b
,,,,,zeroshot_classification,,en,,1.0,,ViTamin-L,wds/wds_stl10_test,0.993375,,datacomp1b,0.993375,ViTamin-L datacomp1b
,,,,,zeroshot_classification,,en,,0.9995,,ViTamin-S,wds/wds_stl10_test,0.9570000000000001,,datacomp1b,0.957125,ViTamin-S datacomp1b
,,,,,zeroshot_classification,,en,,0.999625,,ViTamin-S-LTT,wds/wds_stl10_test,0.955875,,datacomp1b,0.955875,ViTamin-S-LTT datacomp1b
,,,,,zeroshot_classification,,en,,1.0,,ViTamin-XL-256,wds/wds_stl10_test,0.993125,,datacomp1b,0.993,ViTamin-XL-256 datacomp1b
,,,,,zeroshot_classification,,en,,1.0,,ViTamin-XL-336,wds/wds_stl10_test,0.9937499999999998,,datacomp1b,0.99375,ViTamin-XL-336 datacomp1b
,,,,,zeroshot_classification,,en,,1.0,,ViTamin-XL-384,wds/wds_stl10_test,0.990375,,datacomp1b,0.99025,ViTamin-XL-384 datacomp1b
,,,,,zeroshot_classification,,en,,1.0,,ViT-bigG-14-CLIPA-336,wds/wds_stl10_test,0.9956249999999999,,datacomp1b,0.995625,ViT-bigG-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,1.0,,ViT-bigG-14-CLIPA,wds/wds_stl10_test,0.9964999999999999,,datacomp1b,0.9965,ViT-bigG-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,1.0,,ViT-H-14-CLIPA-336,wds/wds_stl10_test,0.9955,,datacomp1b,0.9955,ViT-H-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,1.0,,ViT-H-14-CLIPA,wds/wds_stl10_test,0.9948750000000001,,datacomp1b,0.994875,ViT-H-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,1.0,,ViT-L-14-CLIPA-336,wds/wds_stl10_test,0.9930000000000001,,datacomp1b,0.993,ViT-L-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,1.0,,ViT-L-14-CLIPA,wds/wds_stl10_test,0.9918750000000001,,datacomp1b,0.99175,ViT-L-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,1.0,,MobileCLIP-B,wds/wds_stl10_test,0.99225,,datacompdr_lt,0.99225,MobileCLIP-B datacompdr_lt
,,,,,zeroshot_classification,,en,,1.0,,MobileCLIP-B,wds/wds_stl10_test,0.9914999999999999,,datacompdr,0.9915,MobileCLIP-B datacompdr
,,,,,zeroshot_classification,,en,,1.0,,MobileCLIP-S1,wds/wds_stl10_test,0.985375,,datacompdr,0.985125,MobileCLIP-S1 datacompdr
,,,,,zeroshot_classification,,en,,1.0,,MobileCLIP-S2,wds/wds_stl10_test,0.9873749999999999,,datacompdr,0.987375,MobileCLIP-S2 datacompdr
,,,,,zeroshot_classification,,en,,0.998875,,ViT-B-16,wds/wds_stl10_test,0.9577500000000001,,datacomp_l_s1b_b8k,0.957875,ViT-B-16 datacomp_l_s1b_b8k
,,,,,zeroshot_classification,,en,,0.99425,,ViT-B-32,wds/wds_stl10_test,0.8363750000000001,,datacomp_m_s128m_b4k,0.836375,ViT-B-32 datacomp_m_s128m_b4k
,,,,,zeroshot_classification,,en,,0.999625,,ViT-B-32-256,wds/wds_stl10_test,0.9731249999999999,,datacomp_s34b_b86k,0.973125,ViT-B-32-256 datacomp_s34b_b86k
,,,,,zeroshot_classification,,en,,0.94525,,ViT-B-32,wds/wds_stl10_test,0.4600000000000001,,datacomp_s_s13m_b4k,0.460125,ViT-B-32 datacomp_s_s13m_b4k
,,,,,zeroshot_classification,,en,,0.999875,,ViT-B-16,wds/wds_stl10_test,0.9811249999999999,,datacomp_xl_s13b_b90k,0.981125,ViT-B-16 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.999875,,ViT-B-32,wds/wds_stl10_test,0.9654999999999999,,datacomp_xl_s13b_b90k,0.965375,ViT-B-32 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.999875,,ViT-L-14,wds/wds_stl10_test,0.9925,,datacomp_xl_s13b_b90k,0.9925,ViT-L-14 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,1.0,,ViT-B-16,wds/wds_stl10_test,0.97525,,dfn2b,0.97525,ViT-B-16 dfn2b
,,,,,zeroshot_classification,,en,,1.0,,ViT-L-14-quickgelu,wds/wds_stl10_test,0.97675,,dfn2b,0.97675,ViT-L-14-quickgelu dfn2b
,,,,,zeroshot_classification,,en,,1.0,,ViT-H-14-378-quickgelu,wds/wds_stl10_test,0.990625,,dfn5b,0.9905,ViT-H-14-378-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,1.0,,ViT-H-14-quickgelu,wds/wds_stl10_test,0.9891250000000001,,dfn5b,0.989,ViT-H-14-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,0.99975,,xlm-roberta-large-ViT-H-14,wds/wds_stl10_test,0.9888749999999998,,frozen_laion5b_s13b_b90k,0.988875,xlm-roberta-large-ViT-H-14 frozen_laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9995,,ViT-B-32,wds/wds_stl10_test,0.9652499999999999,,laion2b_e16,0.96525,ViT-B-32 laion2b_e16
,,,,,zeroshot_classification,,en,,0.999625,,roberta-ViT-B-32,wds/wds_stl10_test,0.9567500000000001,,laion2b_s12b_b32k,0.95625,roberta-ViT-B-32 laion2b_s12b_b32k
,,,,,zeroshot_classification,,en,,0.99975,,ViT-g-14,wds/wds_stl10_test,0.98675,,laion2b_s12b_b42k,0.9865,ViT-g-14 laion2b_s12b_b42k
,,,,,zeroshot_classification,,en,,0.999625,,convnext_base_w,wds/wds_stl10_test,0.9705,,laion2b_s13b_b82k_augreg,0.970375,convnext_base_w laion2b_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,1.0,,convnext_base_w,wds/wds_stl10_test,0.9776250000000001,,laion2b_s13b_b82k,0.9775,convnext_base_w laion2b_s13b_b82k
,,,,,zeroshot_classification,,en,,0.999375,,coca_ViT-B-32,wds/wds_stl10_test,0.9635000000000001,,laion2b_s13b_b90k,0.963375,coca_ViT-B-32 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.99975,,coca_ViT-L-14,wds/wds_stl10_test,0.9904999999999999,,laion2b_s13b_b90k,0.9905,coca_ViT-L-14 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,1.0,,convnext_large_d,wds/wds_stl10_test,0.9828750000000002,,laion2b_s26b_b102k_augreg,0.982875,convnext_large_d laion2b_s26b_b102k_augreg
,,,,,zeroshot_classification,,en,,1.0,,convnext_large_d_320,wds/wds_stl10_test,0.985375,,laion2b_s29b_b131k_ft,0.985375,convnext_large_d_320 laion2b_s29b_b131k_ft
,,,,,zeroshot_classification,,en,,1.0,,convnext_large_d_320,wds/wds_stl10_test,0.985625,,laion2b_s29b_b131k_ft_soup,0.985625,convnext_large_d_320 laion2b_s29b_b131k_ft_soup
,,,,,zeroshot_classification,,en,,0.999875,,ViT-H-14,wds/wds_stl10_test,0.9847499999999998,,laion2b_s32b_b79k,0.984625,ViT-H-14 laion2b_s32b_b79k
,,,,,zeroshot_classification,,en,,0.999875,,ViT-L-14,wds/wds_stl10_test,0.9884999999999999,,laion2b_s32b_b82k,0.9885,ViT-L-14 laion2b_s32b_b82k
,,,,,zeroshot_classification,,en,,0.999375,,ViT-B-32,wds/wds_stl10_test,0.9657500000000001,,laion2b_s34b_b79k,0.965625,ViT-B-32 laion2b_s34b_b79k
,,,,,zeroshot_classification,,en,,1.0,,convnext_xxlarge,wds/wds_stl10_test,0.9825000000000002,,laion2b_s34b_b82k_augreg,0.982375,convnext_xxlarge laion2b_s34b_b82k_augreg
,,,,,zeroshot_classification,,en,,1.0,,convnext_xxlarge,wds/wds_stl10_test,0.9802500000000001,,laion2b_s34b_b82k_augreg_rewind,0.98025,convnext_xxlarge laion2b_s34b_b82k_augreg_rewind
,,,,,zeroshot_classification,,en,,1.0,,convnext_xxlarge,wds/wds_stl10_test,0.9811249999999999,,laion2b_s34b_b82k_augreg_soup,0.981,convnext_xxlarge laion2b_s34b_b82k_augreg_soup
,,,,,zeroshot_classification,,en,,1.0,,ViT-B-16,wds/wds_stl10_test,0.9785,,laion2b_s34b_b88k,0.978625,ViT-B-16 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,1.0,,ViT-g-14,wds/wds_stl10_test,0.9893750000000001,,laion2b_s34b_b88k,0.989375,ViT-g-14 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,1.0,,ViT-bigG-14,wds/wds_stl10_test,0.985,,laion2b_s39b_b160k,0.984875,ViT-bigG-14 laion2b_s39b_b160k
,,,,,zeroshot_classification,,en,,0.999875,,EVA02-E-14,wds/wds_stl10_test,0.99275,,laion2b_s4b_b115k,0.992625,EVA02-E-14 laion2b_s4b_b115k
,,,,,zeroshot_classification,,en,,1.0,,EVA02-E-14-plus,wds/wds_stl10_test,0.9926250000000001,,laion2b_s9b_b144k,0.9925,EVA02-E-14-plus laion2b_s9b_b144k
,,,,,zeroshot_classification,,en,,1.0,,ViT-H-14-CLIPA-336,wds/wds_stl10_test,0.9893750000000001,,laion2b,0.989375,ViT-H-14-CLIPA-336 laion2b
,,,,,zeroshot_classification,,en,,0.999875,,ViT-B-16,wds/wds_stl10_test,0.970125,,laion400m_e31,0.970125,ViT-B-16 laion400m_e31
,,,,,zeroshot_classification,,en,,0.999625,,ViT-B-16-plus-240,wds/wds_stl10_test,0.968875,,laion400m_e31,0.968875,ViT-B-16-plus-240 laion400m_e31
,,,,,zeroshot_classification,,en,,0.999,,ViT-B-32,wds/wds_stl10_test,0.9493750000000001,,laion400m_e31,0.949125,ViT-B-32 laion400m_e31
,,,,,zeroshot_classification,,en,,0.9995,,ViT-B-32-quickgelu,wds/wds_stl10_test,0.9552500000000002,,laion400m_e31,0.95525,ViT-B-32-quickgelu laion400m_e31
,,,,,zeroshot_classification,,en,,0.999875,,ViT-L-14,wds/wds_stl10_test,0.9803750000000001,,laion400m_e31,0.980375,ViT-L-14 laion400m_e31
,,,,,zeroshot_classification,,en,,0.999875,,ViT-B-16,wds/wds_stl10_test,0.969875,,laion400m_e32,0.969875,ViT-B-16 laion400m_e32
,,,,,zeroshot_classification,,en,,0.99975,,ViT-B-16-plus-240,wds/wds_stl10_test,0.96975,,laion400m_e32,0.96975,ViT-B-16-plus-240 laion400m_e32
,,,,,zeroshot_classification,,en,,0.999125,,ViT-B-32,wds/wds_stl10_test,0.9497500000000001,,laion400m_e32,0.94975,ViT-B-32 laion400m_e32
,,,,,zeroshot_classification,,en,,0.9995,,ViT-B-32-quickgelu,wds/wds_stl10_test,0.955875,,laion400m_e32,0.955875,ViT-B-32-quickgelu laion400m_e32
,,,,,zeroshot_classification,,en,,0.999875,,ViT-L-14,wds/wds_stl10_test,0.9808749999999999,,laion400m_e32,0.98075,ViT-L-14 laion400m_e32
,,,,,zeroshot_classification,,en,,1.0,,EVA01-g-14,wds/wds_stl10_test,0.988875,,laion400m_s11b_b41k,0.988875,EVA01-g-14 laion400m_s11b_b41k
,,,,,zeroshot_classification,,en,,1.0,,convnext_base,wds/wds_stl10_test,0.965625,,laion400m_s13b_b51k,0.96575,convnext_base laion400m_s13b_b51k
,,,,,zeroshot_classification,,en,,0.999875,,xlm-roberta-base-ViT-B-32,wds/wds_stl10_test,0.9668749999999999,,laion5b_s13b_b90k,0.966875,xlm-roberta-base-ViT-B-32 laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,1.0,,convnext_base_w_320,wds/wds_stl10_test,0.9754999999999999,,laion_aesthetic_s13b_b82k_augreg,0.975375,convnext_base_w_320 laion_aesthetic_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.999375,,convnext_base_w_320,wds/wds_stl10_test,0.9662499999999999,,laion_aesthetic_s13b_b82k,0.966125,convnext_base_w_320 laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,0.9995,,convnext_base_w,wds/wds_stl10_test,0.97075,,laion_aesthetic_s13b_b82k,0.97075,convnext_base_w laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,1.0,,EVA01-g-14-plus,wds/wds_stl10_test,0.9948749999999998,,merged2b_s11b_b114k,0.994875,EVA01-g-14-plus merged2b_s11b_b114k
,,,,,zeroshot_classification,,en,,1.0,,EVA02-L-14,wds/wds_stl10_test,0.9961250000000001,,merged2b_s4b_b131k,0.996125,EVA02-L-14 merged2b_s4b_b131k
,,,,,zeroshot_classification,,en,,1.0,,EVA02-L-14-336,wds/wds_stl10_test,0.9966250000000001,,merged2b_s6b_b61k,0.996625,EVA02-L-14-336 merged2b_s6b_b61k
,,,,,zeroshot_classification,,en,,1.0,,EVA02-B-16,wds/wds_stl10_test,0.9948749999999998,,merged2b_s8b_b131k,0.994875,EVA02-B-16 merged2b_s8b_b131k
,,,,,zeroshot_classification,,en,,0.99975,,ViT-B-16-quickgelu,wds/wds_stl10_test,0.9723750000000001,,metaclip_400m,0.9725,ViT-B-16-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.999125,,ViT-B-32-quickgelu,wds/wds_stl10_test,0.95425,,metaclip_400m,0.954125,ViT-B-32-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,1.0,,ViT-L-14-quickgelu,wds/wds_stl10_test,0.99275,,metaclip_400m,0.99275,ViT-L-14-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.999875,,ViT-B-16-quickgelu,wds/wds_stl10_test,0.98375,,metaclip_fullcc,0.984125,ViT-B-16-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.99925,,ViT-B-32-quickgelu,wds/wds_stl10_test,0.9633750000000001,,metaclip_fullcc,0.963125,ViT-B-32-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,1.0,,ViT-H-14-quickgelu,wds/wds_stl10_test,0.9945,,metaclip_fullcc,0.9945,ViT-H-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,1.0,,ViT-L-14-quickgelu,wds/wds_stl10_test,0.9931249999999998,,metaclip_fullcc,0.993,ViT-L-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.999375,,nllb-clip-base-siglip,wds/wds_stl10_test,0.9738750000000002,,mrl,0.973875,nllb-clip-base-siglip mrl
,,,,,zeroshot_classification,,en,,0.999625,,nllb-clip-large-siglip,wds/wds_stl10_test,0.9855,,mrl,0.9855,nllb-clip-large-siglip mrl
,,,,,zeroshot_classification,,en,,0.7415,,coca_ViT-B-32,wds/wds_stl10_test,0.2915,,mscoco_finetuned_laion2b_s13b_b90k,0.291875,coca_ViT-B-32 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,1.0,,coca_ViT-L-14,wds/wds_stl10_test,0.9866250000000001,,mscoco_finetuned_laion2b_s13b_b90k,0.986375,coca_ViT-L-14 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.99975,,RN101,wds/wds_stl10_test,0.967875,,openai,0.967875,RN101 openai
,,,,,zeroshot_classification,,en,,0.99975,,RN101-quickgelu,wds/wds_stl10_test,0.967875,,openai,0.967875,RN101-quickgelu openai
,,,,,zeroshot_classification,,en,,0.99825,,RN50,wds/wds_stl10_test,0.9422499999999999,,openai,0.94175,RN50 openai
,,,,,zeroshot_classification,,en,,0.99825,,RN50-quickgelu,wds/wds_stl10_test,0.9422499999999999,,openai,0.94175,RN50-quickgelu openai
,,,,,zeroshot_classification,,en,,0.999625,,RN50x16,wds/wds_stl10_test,0.977875,,openai,0.97775,RN50x16 openai
,,,,,zeroshot_classification,,en,,0.999375,,RN50x4,wds/wds_stl10_test,0.9658749999999999,,openai,0.965625,RN50x4 openai
,,,,,zeroshot_classification,,en,,0.999875,,RN50x64,wds/wds_stl10_test,0.983125,,openai,0.983,RN50x64 openai
,,,,,zeroshot_classification,,en,,1.0,,ViT-B-16,wds/wds_stl10_test,0.982625,,openai,0.9825,ViT-B-16 openai
,,,,,zeroshot_classification,,en,,0.9995,,ViT-B-32,wds/wds_stl10_test,0.9713750000000001,,openai,0.97125,ViT-B-32 openai
,,,,,zeroshot_classification,,en,,0.9995,,ViT-B-32-quickgelu,wds/wds_stl10_test,0.9713750000000001,,openai,0.97125,ViT-B-32-quickgelu openai
,,,,,zeroshot_classification,,en,,0.999875,,ViT-L-14-336,wds/wds_stl10_test,0.994375,,openai,0.99425,ViT-L-14-336 openai
,,,,,zeroshot_classification,,en,,1.0,,ViT-L-14,wds/wds_stl10_test,0.9936250000000001,,openai,0.993625,ViT-L-14 openai
,,,,,zeroshot_classification,,en,,0.998,,nllb-clip-base,wds/wds_stl10_test,0.9511249999999999,,v1,0.951,nllb-clip-base v1
,,,,,zeroshot_classification,,en,,0.997625,,nllb-clip-base-siglip,wds/wds_stl10_test,0.9778749999999998,,v1,0.977875,nllb-clip-base-siglip v1
,,,,,zeroshot_classification,,en,,1.0,,nllb-clip-large,wds/wds_stl10_test,0.9809999999999999,,v1,0.980875,nllb-clip-large v1
,,,,,zeroshot_classification,,en,,0.999875,,nllb-clip-large-siglip,wds/wds_stl10_test,0.98675,,v1,0.98675,nllb-clip-large-siglip v1
,,,,,zeroshot_classification,,en,,1.0,,ViT-B-16-SigLIP-256,wds/wds_stl10_test,0.9818749999999999,,webli,0.98175,ViT-B-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,0.999875,,ViT-B-16-SigLIP-384,wds/wds_stl10_test,0.986375,,webli,0.986375,ViT-B-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.999875,,ViT-B-16-SigLIP-512,wds/wds_stl10_test,0.98525,,webli,0.98525,ViT-B-16-SigLIP-512 webli
,,,,,zeroshot_classification,,en,,0.999875,,ViT-B-16-SigLIP,wds/wds_stl10_test,0.9821250000000001,,webli,0.982125,ViT-B-16-SigLIP webli
,,,,,zeroshot_classification,,en,,0.999875,,ViT-B-16-SigLIP-i18n-256,wds/wds_stl10_test,0.97625,,webli,0.976375,ViT-B-16-SigLIP-i18n-256 webli
,,,,,zeroshot_classification,,en,,1.0,,ViT-L-16-SigLIP-256,wds/wds_stl10_test,0.991,,webli,0.991,ViT-L-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,0.999875,,ViT-L-16-SigLIP-384,wds/wds_stl10_test,0.992625,,webli,0.992625,ViT-L-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.99975,,ViT-SO400M-14-SigLIP-384,wds/wds_stl10_test,0.992875,,webli,0.992875,ViT-SO400M-14-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.999875,,ViT-SO400M-14-SigLIP,wds/wds_stl10_test,0.9938749999999998,,webli,0.993875,ViT-SO400M-14-SigLIP webli
,,,,,zeroshot_classification,,en,,0.99725,,RN101,wds/wds_stl10_test,0.880625,,yfcc15m,0.880625,RN101 yfcc15m
,,,,,zeroshot_classification,,en,,0.997125,,RN101-quickgelu,wds/wds_stl10_test,0.866125,,yfcc15m,0.865875,RN101-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,0.989,,RN50,wds/wds_stl10_test,0.8163750000000001,,yfcc15m,0.816125,RN50 yfcc15m
,,,,,zeroshot_classification,,en,,0.98925,,RN50-quickgelu,wds/wds_stl10_test,0.791875,,yfcc15m,0.791375,RN50-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,0.7772127921731614,,RN50,wds/wds_sun397_test,0.41118966125432516,,cc12m,0.44379976828438494,RN50 cc12m
,,,,,zeroshot_classification,,en,,0.7773874983908637,,RN50-quickgelu,wds/wds_sun397_test,0.4304149222165937,,cc12m,0.44387332879710173,RN50-quickgelu cc12m
,,,,,zeroshot_classification,,en,,0.8932820861761407,,ViT-B-16,wds/wds_sun397_test,0.5810276745304516,,commonpool_l_basic_s1b_b8k,0.5975596299906211,ViT-B-16 commonpool_l_basic_s1b_b8k
,,,,,zeroshot_classification,,en,,0.9109274141640767,,ViT-B-16,wds/wds_sun397_test,0.6171224809636109,,commonpool_l_clip_s1b_b8k,0.6296779888555823,ViT-B-16 commonpool_l_clip_s1b_b8k
,,,,,zeroshot_classification,,en,,0.9139066149291061,,ViT-B-16,wds/wds_sun397_test,0.612951804393901,,commonpool_l_image_s1b_b8k,0.6333376243632418,ViT-B-16 commonpool_l_image_s1b_b8k
,,,,,zeroshot_classification,,en,,0.9105136362800449,,ViT-B-16,wds/wds_sun397_test,0.6091610443603331,,commonpool_l_laion_s1b_b8k,0.6278205859094838,ViT-B-16 commonpool_l_laion_s1b_b8k
,,,,,zeroshot_classification,,en,,0.8800595840153006,,ViT-B-16,wds/wds_sun397_test,0.5401494487993,,commonpool_l_s1b_b8k,0.5712341615021057,ViT-B-16 commonpool_l_s1b_b8k
,,,,,zeroshot_classification,,en,,0.90196222667672,,ViT-B-16,wds/wds_sun397_test,0.5961808613939565,,commonpool_l_text_s1b_b8k,0.6086580723467643,ViT-B-16 commonpool_l_text_s1b_b8k
,,,,,zeroshot_classification,,en,,0.6568218180480718,,ViT-B-32,wds/wds_sun397_test,0.3034576558599596,,commonpool_m_basic_s128m_b4k,0.3490078525847325,ViT-B-32 commonpool_m_basic_s128m_b4k
,,,,,zeroshot_classification,,en,,0.7111462566894091,,ViT-B-32,wds/wds_sun397_test,0.3442922489332699,,commonpool_m_clip_s128m_b4k,0.38742483035106756,ViT-B-32 commonpool_m_clip_s128m_b4k
,,,,,zeroshot_classification,,en,,0.6955514279934532,,ViT-B-32,wds/wds_sun397_test,0.33382910179993025,,commonpool_m_image_s128m_b4k,0.3705518877466576,ViT-B-32 commonpool_m_image_s128m_b4k
,,,,,zeroshot_classification,,en,,0.64842672453427,,ViT-B-32,wds/wds_sun397_test,0.2980877220467013,,commonpool_m_laion_s128m_b4k,0.33276017433841515,ViT-B-32 commonpool_m_laion_s128m_b4k
,,,,,zeroshot_classification,,en,,0.6186163267557975,,ViT-B-32,wds/wds_sun397_test,0.2618108749707321,,commonpool_m_s128m_b4k,0.30670136270849807,ViT-B-32 commonpool_m_s128m_b4k
,,,,,zeroshot_classification,,en,,0.6622928811813819,,ViT-B-32,wds/wds_sun397_test,0.30647478237232284,,commonpool_m_text_s128m_b4k,0.35369733527042685,ViT-B-32 commonpool_m_text_s128m_b4k
,,,,,zeroshot_classification,,en,,0.2449197270904978,,ViT-B-32,wds/wds_sun397_test,0.06803293828978683,,commonpool_s_basic_s13m_b4k,0.08786803244018611,ViT-B-32 commonpool_s_basic_s13m_b4k
,,,,,zeroshot_classification,,en,,0.2892767162587123,,ViT-B-32,wds/wds_sun397_test,0.08457190960783055,,commonpool_s_clip_s13m_b4k,0.112722290674366,ViT-B-32 commonpool_s_clip_s13m_b4k
,,,,,zeroshot_classification,,en,,0.21745407065487246,,ViT-B-32,wds/wds_sun397_test,0.05943225185098373,,commonpool_s_image_s13m_b4k,0.07243871489784284,ViT-B-32 commonpool_s_image_s13m_b4k
,,,,,zeroshot_classification,,en,,0.20155580484395977,,ViT-B-32,wds/wds_sun397_test,0.04941499311253588,,commonpool_s_laion_s13m_b4k,0.065845853945602,ViT-B-32 commonpool_s_laion_s13m_b4k
,,,,,zeroshot_classification,,en,,0.2011880022803759,,ViT-B-32,wds/wds_sun397_test,0.050018612071049344,,commonpool_s_s13m_b4k,0.07657649373816136,ViT-B-32 commonpool_s_s13m_b4k
,,,,,zeroshot_classification,,en,,0.27243135884657116,,ViT-B-32,wds/wds_sun397_test,0.08084550422795103,,commonpool_s_text_s13m_b4k,0.10514555786453832,ViT-B-32 commonpool_s_text_s13m_b4k
,,,,,zeroshot_classification,,en,,0.9542545561542564,,ViT-L-14,wds/wds_sun397_test,0.7305099271114397,,commonpool_xl_clip_s13b_b90k,0.7352097394118837,ViT-L-14 commonpool_xl_clip_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9559648380749214,,ViT-L-14,wds/wds_sun397_test,0.7308667060512959,,commonpool_xl_laion_s13b_b90k,0.7326994869154237,ViT-L-14 commonpool_xl_laion_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9488662485977527,,ViT-L-14,wds/wds_sun397_test,0.7092512820748221,,commonpool_xl_s13b_b90k,0.7101623848318223,ViT-L-14 commonpool_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9404435698916821,,ViTamin-B,wds/wds_sun397_test,0.6805779784480284,,datacomp1b,0.6900711697960534,ViTamin-B datacomp1b
,,,,,zeroshot_classification,,en,,0.9449675414237637,,ViTamin-B-LTT,wds/wds_sun397_test,0.7011730588536547,,datacomp1b,0.707091233425897,ViTamin-B-LTT datacomp1b
,,,,,zeroshot_classification,,en,,0.9638082277433474,,ViTamin-L2-256,wds/wds_sun397_test,0.7628516055054367,,datacomp1b,0.7633190503337808,ViTamin-L2-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.9652058774849661,,ViTamin-L2-336,wds/wds_sun397_test,0.7649390735344929,,datacomp1b,0.766849954944186,ViTamin-L2-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9629898670393733,,ViTamin-L-256,wds/wds_sun397_test,0.7558286079826614,,datacomp1b,0.7614064770031447,ViTamin-L-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.9622358717840264,,ViTamin-L2,wds/wds_sun397_test,0.7600233300891938,,datacomp1b,0.7625834452066131,ViTamin-L2 datacomp1b
,,,,,zeroshot_classification,,en,,0.9644702723577984,,ViTamin-L-336,wds/wds_sun397_test,0.757699094181691,,datacomp1b,0.7619673759126101,ViTamin-L-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9613071703109771,,ViTamin-L,wds/wds_sun397_test,0.7533982984057906,,datacomp1b,0.7573790389319014,ViTamin-L datacomp1b
,,,,,zeroshot_classification,,en,,0.9193408978060577,,ViTamin-S,wds/wds_sun397_test,0.6263776542313187,,datacomp1b,0.639102929547419,ViTamin-S datacomp1b
,,,,,zeroshot_classification,,en,,0.927450944333082,,ViTamin-S-LTT,wds/wds_sun397_test,0.6494948876137798,,datacomp1b,0.6633319234235062,ViTamin-S-LTT datacomp1b
,,,,,zeroshot_classification,,en,,0.9643691266528128,,ViTamin-XL-256,wds/wds_sun397_test,0.7631392176539649,,datacomp1b,0.7651672582157898,ViTamin-XL-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.9649024403700094,,ViTamin-XL-336,wds/wds_sun397_test,0.7644368852268826,,datacomp1b,0.765663791676628,ViTamin-XL-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9612336097982603,,ViTamin-XL-384,wds/wds_sun397_test,0.7548709006225479,,datacomp1b,0.7548871765636207,ViTamin-XL-384 datacomp1b
,,,,,zeroshot_classification,,en,,0.9648012946650238,,ViT-bigG-14-CLIPA-336,wds/wds_sun397_test,0.7659382720353496,,datacomp1b,0.7645511889217868,ViT-bigG-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9642863710760065,,ViT-bigG-14-CLIPA,wds/wds_sun397_test,0.7652991626543189,,datacomp1b,0.7642477518068301,ViT-bigG-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.9651874873567868,,ViT-H-14-CLIPA-336,wds/wds_sun397_test,0.7643037470396267,,datacomp1b,0.7634385861669456,ViT-H-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9643323463964544,,ViT-H-14-CLIPA,wds/wds_sun397_test,0.7620299755282317,,datacomp1b,0.7607260422605145,ViT-H-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.9628519410780293,,ViT-L-14-CLIPA-336,wds/wds_sun397_test,0.7533431377032636,,datacomp1b,0.7559629990621035,ViT-L-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9616565827463818,,ViT-L-14-CLIPA,wds/wds_sun397_test,0.7504524923231074,,datacomp1b,0.7527171414384758,ViT-L-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.960212957684315,,MobileCLIP-B,wds/wds_sun397_test,0.7417621075605129,,datacompdr_lt,0.7439450502970005,MobileCLIP-B datacompdr_lt
,,,,,zeroshot_classification,,en,,0.960304908325211,,MobileCLIP-B,wds/wds_sun397_test,0.7428366856108772,,datacompdr,0.7456737223458447,MobileCLIP-B datacompdr
,,,,,zeroshot_classification,,en,,0.9480111076374202,,MobileCLIP-S1,wds/wds_sun397_test,0.7037040752878194,,datacompdr,0.7126266620078342,MobileCLIP-S1 datacompdr
,,,,,zeroshot_classification,,en,,0.9531787336557735,,MobileCLIP-S2,wds/wds_sun397_test,0.7193863857299131,,datacompdr,0.7307409382643397,MobileCLIP-S2 datacompdr
,,,,,zeroshot_classification,,en,,0.9190466557551906,,ViT-B-16,wds/wds_sun397_test,0.631913862662744,,datacomp_l_s1b_b8k,0.6429832465932288,ViT-B-16 datacomp_l_s1b_b8k
,,,,,zeroshot_classification,,en,,0.6787060705813119,,ViT-B-32,wds/wds_sun397_test,0.33238573389943593,,datacomp_m_s128m_b4k,0.3637843205767144,ViT-B-32 datacomp_m_s128m_b4k
,,,,,zeroshot_classification,,en,,0.9416665134155985,,ViT-B-32-256,wds/wds_sun397_test,0.6968218225729331,,datacomp_s34b_b86k,0.7021075086893356,ViT-B-32-256 datacomp_s34b_b86k
,,,,,zeroshot_classification,,en,,0.21745407065487246,,ViT-B-32,wds/wds_sun397_test,0.05943225185098373,,datacomp_s_s13m_b4k,0.07243871489784284,ViT-B-32 datacomp_s_s13m_b4k
,,,,,zeroshot_classification,,en,,0.944277911617044,,ViT-B-16,wds/wds_sun397_test,0.6994109007645534,,datacomp_xl_s13b_b90k,0.7052246354157089,ViT-B-16 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9325082295823602,,ViT-B-32,wds/wds_sun397_test,0.669999669470148,,datacomp_xl_s13b_b90k,0.6778417345568899,ViT-B-32 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9584015300586645,,ViT-L-14,wds/wds_sun397_test,0.7411625088284796,,datacomp_xl_s13b_b90k,0.7428692277985177,ViT-L-14 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9500891921216691,,ViT-B-16,wds/wds_sun397_test,0.710156024974865,,dfn2b,0.7141162623903489,ViT-B-16 dfn2b
,,,,,zeroshot_classification,,en,,0.9631461831288964,,ViT-L-14-quickgelu,wds/wds_sun397_test,0.7573444878863396,,dfn2b,0.7546297147691119,ViT-L-14-quickgelu dfn2b
,,,,,zeroshot_classification,,en,,0.9706861356823657,,ViT-H-14-378-quickgelu,wds/wds_sun397_test,0.7749658309415004,,dfn5b,0.7732497195505452,ViT-H-14-378-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,0.968718391967192,,ViT-H-14-quickgelu,wds/wds_sun397_test,0.7712770032190909,,dfn5b,0.769130330838406,ViT-H-14-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,0.9626036743476102,,xlm-roberta-large-ViT-H-14,wds/wds_sun397_test,0.7556276415349883,,frozen_laion5b_s13b_b90k,0.755015907460875,xlm-roberta-large-ViT-H-14 frozen_laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9328852272100336,,ViT-B-32,wds/wds_sun397_test,0.6791381031043263,,laion2b_e16,0.6850690549313129,ViT-B-32 laion2b_e16
,,,,,zeroshot_classification,,en,,0.927929087665741,,roberta-ViT-B-32,wds/wds_sun397_test,0.6641533568115718,,laion2b_s12b_b32k,0.6626055133604282,roberta-ViT-B-32 laion2b_s12b_b32k
,,,,,zeroshot_classification,,en,,0.9617853136436361,,ViT-g-14,wds/wds_sun397_test,0.7528388607197094,,laion2b_s12b_b42k,0.7540688158596466,ViT-g-14 laion2b_s12b_b42k
,,,,,zeroshot_classification,,en,,0.9480111076374202,,convnext_base_w,wds/wds_sun397_test,0.7141838547844341,,laion2b_s13b_b82k_augreg,0.7112565974584842,convnext_base_w laion2b_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.9482685694319289,,convnext_base_w,wds/wds_sun397_test,0.7106413438926306,,laion2b_s13b_b82k,0.7128657336741637,convnext_base_w laion2b_s13b_b82k
,,,,,zeroshot_classification,,en,,0.9296485646504956,,coca_ViT-B-32,wds/wds_sun397_test,0.6644449988609098,,laion2b_s13b_b90k,0.6751199955863693,coca_ViT-B-32 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9565717123048347,,coca_ViT-L-14,wds/wds_sun397_test,0.735464517511454,,laion2b_s13b_b90k,0.7394118837008294,coca_ViT-L-14 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9552016477554849,,convnext_large_d,wds/wds_sun397_test,0.7303518144876289,,laion2b_s26b_b102k_augreg,0.7306673777516229,convnext_large_d laion2b_s26b_b102k_augreg
,,,,,zeroshot_classification,,en,,0.9571050260220314,,convnext_large_d_320,wds/wds_sun397_test,0.7351348219740791,,laion2b_s29b_b131k_ft,0.7353660555014069,convnext_large_d_320 laion2b_s29b_b131k_ft
,,,,,zeroshot_classification,,en,,0.9591555253140115,,convnext_large_d_320,wds/wds_sun397_test,0.7394180940402139,,laion2b_s29b_b131k_ft_soup,0.7376004560751789,convnext_large_d_320 laion2b_s29b_b131k_ft_soup
,,,,,zeroshot_classification,,en,,0.9607922467219596,,ViT-H-14,wds/wds_sun397_test,0.7516064953347803,,laion2b_s32b_b79k,0.7521654375931001,ViT-H-14 laion2b_s32b_b79k
,,,,,zeroshot_classification,,en,,0.9584658955072917,,ViT-L-14,wds/wds_sun397_test,0.735814526964085,,laion2b_s32b_b82k,0.7434577119002519,ViT-L-14 laion2b_s32b_b82k
,,,,,zeroshot_classification,,en,,0.9370597863067106,,ViT-B-32,wds/wds_sun397_test,0.6856446497164592,,laion2b_s34b_b79k,0.6872115048641889,ViT-B-32 laion2b_s34b_b79k
,,,,,zeroshot_classification,,en,,0.9597164242234768,,convnext_xxlarge,wds/wds_sun397_test,0.744397397271727,,laion2b_s34b_b82k_augreg,0.7435036872206999,convnext_xxlarge laion2b_s34b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.9618680692204424,,convnext_xxlarge,wds/wds_sun397_test,0.7511006724021642,,laion2b_s34b_b82k_augreg_rewind,0.7460966952939662,convnext_xxlarge laion2b_s34b_b82k_augreg_rewind
,,,,,zeroshot_classification,,en,,0.9611140739650955,,convnext_xxlarge,wds/wds_sun397_test,0.7501783163999937,,laion2b_s34b_b82k_augreg_soup,0.7456737223458447,convnext_xxlarge laion2b_s34b_b82k_augreg_soup
,,,,,zeroshot_classification,,en,,0.9461261194990529,,ViT-B-16,wds/wds_sun397_test,0.7015453928902506,,laion2b_s34b_b88k,0.7083141769498134,ViT-B-16 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,0.954833845191901,,ViT-g-14,wds/wds_sun397_test,0.7430640743951412,,laion2b_s34b_b88k,0.7411129705574048,ViT-g-14 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,0.9573257075601816,,ViT-bigG-14,wds/wds_sun397_test,0.7484423345363549,,laion2b_s39b_b160k,0.7452599444618129,ViT-bigG-14 laion2b_s39b_b160k
,,,,,zeroshot_classification,,en,,0.9655368997921916,,EVA02-E-14,wds/wds_sun397_test,0.7673356634688933,,laion2b_s4b_b115k,0.7658201077661512,EVA02-E-14 laion2b_s4b_b115k
,,,,,zeroshot_classification,,en,,0.9600290564025231,,EVA02-E-14-plus,wds/wds_sun397_test,0.7511275348570096,,laion2b_s9b_b144k,0.7509516891332733,EVA02-E-14-plus laion2b_s9b_b144k
,,,,,zeroshot_classification,,en,,0.962539308898983,,ViT-H-14-CLIPA-336,wds/wds_sun397_test,0.7543220497502591,,laion2b,0.7566894091251816,ViT-H-14-CLIPA-336 laion2b
,,,,,zeroshot_classification,,en,,0.9394780881622745,,ViT-B-16,wds/wds_sun397_test,0.6809147643997316,,laion400m_e31,0.6958364749802306,ViT-B-16 laion400m_e31
,,,,,zeroshot_classification,,en,,0.9401217426485463,,ViT-B-16-plus-240,wds/wds_sun397_test,0.6859731790297592,,laion400m_e31,0.6992386486933814,ViT-B-16-plus-240 laion400m_e31
,,,,,zeroshot_classification,,en,,0.9176673961417511,,ViT-B-32,wds/wds_sun397_test,0.6383383311609544,,laion400m_e31,0.6508266362616547,ViT-B-32 laion400m_e31
,,,,,zeroshot_classification,,en,,0.9273222134358277,,ViT-B-32-quickgelu,wds/wds_sun397_test,0.6614107714158372,,laion400m_e31,0.6703201721315998,ViT-B-32-quickgelu laion400m_e31
,,,,,zeroshot_classification,,en,,0.9500156316089523,,ViT-L-14,wds/wds_sun397_test,0.7121587281277121,,laion400m_e31,0.7246446107729371,ViT-L-14 laion400m_e31
,,,,,zeroshot_classification,,en,,0.9386321422660316,,ViT-B-16,wds/wds_sun397_test,0.6809937151033623,,laion400m_e32,0.6961031318388289,ViT-B-16 laion400m_e32
,,,,,zeroshot_classification,,en,,0.9397447450208728,,ViT-B-16-plus-240,wds/wds_sun397_test,0.6858273904855439,,laion400m_e32,0.6986501645916472,ViT-B-16-plus-240 laion400m_e32
,,,,,zeroshot_classification,,en,,0.9174375195395111,,ViT-B-32,wds/wds_sun397_test,0.638273248265759,,laion400m_e32,0.6507346856207588,ViT-B-32 laion400m_e32
,,,,,zeroshot_classification,,en,,0.9273406035640068,,ViT-B-32-quickgelu,wds/wds_sun397_test,0.6613543700307477,,laion400m_e32,0.6700075399525535,ViT-B-32-quickgelu laion400m_e32
,,,,,zeroshot_classification,,en,,0.9501443625062067,,ViT-L-14,wds/wds_sun397_test,0.7132008922522683,,laion400m_e32,0.7259227246813911,ViT-L-14 laion400m_e32
,,,,,zeroshot_classification,,en,,0.9551464773709473,,EVA01-g-14,wds/wds_sun397_test,0.7329147290258792,,laion400m_s11b_b41k,0.7417198447873181,EVA01-g-14 laion400m_s11b_b41k
,,,,,zeroshot_classification,,en,,0.9361218897695717,,convnext_base,wds/wds_sun397_test,0.6669183063186909,,laion400m_s13b_b51k,0.6844529856373099,convnext_base laion400m_s13b_b51k
,,,,,zeroshot_classification,,en,,0.936480497269066,,xlm-roberta-base-ViT-B-32,wds/wds_sun397_test,0.677144820223776,,laion5b_s13b_b90k,0.6783382680177281,xlm-roberta-base-ViT-B-32 laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9462272652040384,,convnext_base_w_320,wds/wds_sun397_test,0.7094147702508949,,laion_aesthetic_s13b_b82k_augreg,0.7037442300972838,convnext_base_w_320 laion_aesthetic_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.9500708019934899,,convnext_base_w_320,wds/wds_sun397_test,0.7171537001476836,,laion_aesthetic_s13b_b82k,0.7159920554646266,convnext_base_w_320 laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,0.9506041157106865,,convnext_base_w,wds/wds_sun397_test,0.7162656369180209,,laion_aesthetic_s13b_b82k,0.714226603159424,convnext_base_w laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,0.9591739154421907,,EVA01-g-14-plus,wds/wds_sun397_test,0.7522857054341132,,merged2b_s11b_b114k,0.7425382054912922,EVA01-g-14-plus merged2b_s11b_b114k
,,,,,zeroshot_classification,,en,,0.9563970060871324,,EVA02-L-14,wds/wds_sun397_test,0.7438091499779355,,merged2b_s4b_b131k,0.741177336006032,EVA02-L-14 merged2b_s4b_b131k
,,,,,zeroshot_classification,,en,,0.9592474759549074,,EVA02-L-14-336,wds/wds_sun397_test,0.7513368794754941,,merged2b_s6b_b61k,0.7477518068300936,EVA02-L-14-336 merged2b_s6b_b61k
,,,,,zeroshot_classification,,en,,0.9454732699486915,,EVA02-B-16,wds/wds_sun397_test,0.7072793555722053,,merged2b_s8b_b131k,0.7062268974014749,EVA02-B-16 merged2b_s8b_b131k
,,,,,zeroshot_classification,,en,,0.9313404564429814,,ViT-B-16-quickgelu,wds/wds_sun397_test,0.6804903414455926,,metaclip_400m,0.6679110653401255,ViT-B-16-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.911148095702227,,ViT-B-32-quickgelu,wds/wds_sun397_test,0.6451651747838223,,metaclip_400m,0.634450227118083,ViT-B-32-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.9460617540504257,,ViT-L-14-quickgelu,wds/wds_sun397_test,0.7122831786910993,,metaclip_400m,0.7073119149640473,ViT-L-14-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.9415561726465234,,ViT-B-16-quickgelu,wds/wds_sun397_test,0.698665306037016,,metaclip_fullcc,0.687689648196848,ViT-B-16-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.9338874891957997,,ViT-B-32-quickgelu,wds/wds_sun397_test,0.6808440425637972,,metaclip_fullcc,0.6689593026463394,ViT-B-32-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.9615462419773065,,ViT-H-14-quickgelu,wds/wds_sun397_test,0.7669045438884253,,metaclip_fullcc,0.743843904592015,ViT-H-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.9590819648012947,,ViT-L-14-quickgelu,wds/wds_sun397_test,0.7501449252057186,,metaclip_fullcc,0.7356051271677364,ViT-L-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.8491733637383453,,nllb-clip-base-siglip,wds/wds_sun397_test,0.49697798069748417,,mrl,0.5567335454328116,nllb-clip-base-siglip mrl
,,,,,zeroshot_classification,,en,,0.8896776210530187,,nllb-clip-large-siglip,wds/wds_sun397_test,0.5524619492945969,,mrl,0.5950585725582507,nllb-clip-large-siglip mrl
,,,,,zeroshot_classification,,en,,0.07069165272081947,,coca_ViT-B-32,wds/wds_sun397_test,0.02203363495979907,,mscoco_finetuned_laion2b_s13b_b90k,0.021139452341982824,coca_ViT-B-32 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9538499733343141,,coca_ViT-L-14,wds/wds_sun397_test,0.721401893880223,,mscoco_finetuned_laion2b_s13b_b90k,0.7377475771006123,coca_ViT-L-14 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8875167809919635,,RN101,wds/wds_sun397_test,0.5969046822029159,,openai,0.5800706180922081,RN101 openai
,,,,,zeroshot_classification,,en,,0.8875167809919635,,RN101-quickgelu,wds/wds_sun397_test,0.5969046822029159,,openai,0.5800706180922081,RN101-quickgelu openai
,,,,,zeroshot_classification,,en,,0.8943671037387131,,RN50,wds/wds_sun397_test,0.6000631710612752,,openai,0.5990768155654045,RN50 openai
,,,,,zeroshot_classification,,en,,0.8943671037387131,,RN50-quickgelu,wds/wds_sun397_test,0.6000631710612752,,openai,0.5990768155654045,RN50-quickgelu openai
,,,,,zeroshot_classification,,en,,0.9164168674255659,,RN50x16,wds/wds_sun397_test,0.6548790925334885,,openai,0.6389833937142542,RN50x16 openai
,,,,,zeroshot_classification,,en,,0.9084539419239752,,RN50x4,wds/wds_sun397_test,0.6274510385900677,,openai,0.608915534141273,RN50x4 openai
,,,,,zeroshot_classification,,en,,0.9313772366993398,,RN50x64,wds/wds_sun397_test,0.6761447029299422,,openai,0.6661272229067436,RN50x64 openai
,,,,,zeroshot_classification,,en,,0.9238556742740497,,ViT-B-16,wds/wds_sun397_test,0.654745132250811,,openai,0.6435625356308734,ViT-B-16 openai
,,,,,zeroshot_classification,,en,,0.9127756220460856,,ViT-B-32,wds/wds_sun397_test,0.6349343923982108,,openai,0.6249793111057984,ViT-B-32 openai
,,,,,zeroshot_classification,,en,,0.9127756220460856,,ViT-B-32-quickgelu,wds/wds_sun397_test,0.6349343923982108,,openai,0.6249793111057984,ViT-B-32-quickgelu openai
,,,,,zeroshot_classification,,en,,0.9404067896353238,,ViT-L-14-336,wds/wds_sun397_test,0.6926141718260067,,openai,0.6865678503779171,ViT-L-14-336 openai
,,,,,zeroshot_classification,,en,,0.9368482998326498,,ViT-L-14,wds/wds_sun397_test,0.6828060562485873,,openai,0.6755613586626699,ViT-L-14 openai
,,,,,zeroshot_classification,,en,,0.7719256303216433,,nllb-clip-base,wds/wds_sun397_test,0.39403521310631723,,v1,0.47050223440057376,nllb-clip-base v1
,,,,,zeroshot_classification,,en,,0.8368703679864649,,nllb-clip-base-siglip,wds/wds_sun397_test,0.48664475803462426,,v1,0.5396767015466097,nllb-clip-base-siglip v1
,,,,,zeroshot_classification,,en,,0.8466906964341542,,nllb-clip-large,wds/wds_sun397_test,0.48703149042657623,,v1,0.551161336594516,nllb-clip-large v1
,,,,,zeroshot_classification,,en,,0.8788274454272946,,nllb-clip-large-siglip,wds/wds_sun397_test,0.550815481791049,,v1,0.5961068098644647,nllb-clip-large-siglip v1
,,,,,zeroshot_classification,,en,,0.9405814958530261,,ViT-B-16-SigLIP-256,wds/wds_sun397_test,0.700433380856403,,webli,0.7026132372142634,ViT-B-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,0.943569891682145,,ViT-B-16-SigLIP-384,wds/wds_sun397_test,0.7087510097191368,,webli,0.709463559961013,ViT-B-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.9462456553322177,,ViT-B-16-SigLIP-512,wds/wds_sun397_test,0.7141403911165092,,webli,0.7151736947606525,ViT-B-16-SigLIP-512 webli
,,,,,zeroshot_classification,,en,,0.9397815252772311,,ViT-B-16-SigLIP,wds/wds_sun397_test,0.6978402424846823,,webli,0.7000662044614451,ViT-B-16-SigLIP webli
,,,,,zeroshot_classification,,en,,0.9408757379038932,,ViT-B-16-SigLIP-i18n-256,wds/wds_sun397_test,0.6912303082990974,,webli,0.6976938779263292,ViT-B-16-SigLIP-i18n-256 webli
,,,,,zeroshot_classification,,en,,0.9453905143718851,,ViT-L-16-SigLIP-256,wds/wds_sun397_test,0.7206170562326544,,webli,0.725306655387388,ViT-L-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,0.944710079629255,,ViT-L-16-SigLIP-384,wds/wds_sun397_test,0.7221521165528307,,webli,0.7250399985287898,ViT-L-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.9583555547382165,,ViT-SO400M-14-SigLIP-384,wds/wds_sun397_test,0.7583010753693756,,webli,0.7541423763723634,ViT-SO400M-14-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.9580521176232598,,ViT-SO400M-14-SigLIP,wds/wds_sun397_test,0.7587472080108277,,webli,0.7435036872206999,ViT-SO400M-14-SigLIP webli
,,,,,zeroshot_classification,,en,,0.7390992515217831,,RN101,wds/wds_sun397_test,0.38378628347990207,,yfcc15m,0.42339592106956986,RN101 yfcc15m
,,,,,zeroshot_classification,,en,,0.7257112382073303,,RN101-quickgelu,wds/wds_sun397_test,0.3807915705715906,,yfcc15m,0.4085366975007816,RN101-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,0.7042131783658532,,RN50,wds/wds_sun397_test,0.361293363192085,,yfcc15m,0.3998749471283815,RN50 yfcc15m
,,,,,zeroshot_classification,,en,,0.707799253360796,,RN50-quickgelu,wds/wds_sun397_test,0.3655340012091843,,yfcc15m,0.39183846111407394,RN50-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,0.0,,RN50,wds/wds_utkface_test,0.0,,cc12m,0.0,RN50 cc12m
,,,,,zeroshot_classification,,en,,0.0,,RN50-quickgelu,wds/wds_utkface_test,0.0,,cc12m,0.0,RN50-quickgelu cc12m
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-16,wds/wds_utkface_test,0.0,,commonpool_l_basic_s1b_b8k,0.0,ViT-B-16 commonpool_l_basic_s1b_b8k
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-16,wds/wds_utkface_test,0.0,,commonpool_l_clip_s1b_b8k,0.0,ViT-B-16 commonpool_l_clip_s1b_b8k
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-16,wds/wds_utkface_test,0.0,,commonpool_l_image_s1b_b8k,0.0,ViT-B-16 commonpool_l_image_s1b_b8k
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-16,wds/wds_utkface_test,0.0,,commonpool_l_laion_s1b_b8k,0.0,ViT-B-16 commonpool_l_laion_s1b_b8k
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-16,wds/wds_utkface_test,0.0,,commonpool_l_s1b_b8k,0.0,ViT-B-16 commonpool_l_s1b_b8k
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-16,wds/wds_utkface_test,0.0,,commonpool_l_text_s1b_b8k,0.0,ViT-B-16 commonpool_l_text_s1b_b8k
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-32,wds/wds_utkface_test,0.0,,commonpool_m_basic_s128m_b4k,0.0,ViT-B-32 commonpool_m_basic_s128m_b4k
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-32,wds/wds_utkface_test,0.0,,commonpool_m_clip_s128m_b4k,0.0,ViT-B-32 commonpool_m_clip_s128m_b4k
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-32,wds/wds_utkface_test,0.0,,commonpool_m_image_s128m_b4k,0.0,ViT-B-32 commonpool_m_image_s128m_b4k
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-32,wds/wds_utkface_test,0.0,,commonpool_m_laion_s128m_b4k,0.0,ViT-B-32 commonpool_m_laion_s128m_b4k
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-32,wds/wds_utkface_test,0.0,,commonpool_m_s128m_b4k,0.0,ViT-B-32 commonpool_m_s128m_b4k
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-32,wds/wds_utkface_test,0.0,,commonpool_m_text_s128m_b4k,0.0,ViT-B-32 commonpool_m_text_s128m_b4k
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-32,wds/wds_utkface_test,0.0,,commonpool_s_basic_s13m_b4k,0.0,ViT-B-32 commonpool_s_basic_s13m_b4k
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-32,wds/wds_utkface_test,0.0,,commonpool_s_clip_s13m_b4k,0.0,ViT-B-32 commonpool_s_clip_s13m_b4k
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-32,wds/wds_utkface_test,0.0,,commonpool_s_image_s13m_b4k,0.0,ViT-B-32 commonpool_s_image_s13m_b4k
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-32,wds/wds_utkface_test,0.0,,commonpool_s_laion_s13m_b4k,0.0,ViT-B-32 commonpool_s_laion_s13m_b4k
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-32,wds/wds_utkface_test,0.0,,commonpool_s_s13m_b4k,0.0,ViT-B-32 commonpool_s_s13m_b4k
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-32,wds/wds_utkface_test,0.0,,commonpool_s_text_s13m_b4k,0.0,ViT-B-32 commonpool_s_text_s13m_b4k
,,,,,zeroshot_classification,,en,,0.0,,ViT-L-14,wds/wds_utkface_test,0.0,,commonpool_xl_clip_s13b_b90k,0.0,ViT-L-14 commonpool_xl_clip_s13b_b90k
,,,,,zeroshot_classification,,en,,0.0,,ViT-L-14,wds/wds_utkface_test,0.0,,commonpool_xl_laion_s13b_b90k,0.0,ViT-L-14 commonpool_xl_laion_s13b_b90k
,,,,,zeroshot_classification,,en,,0.0,,ViT-L-14,wds/wds_utkface_test,0.0,,commonpool_xl_s13b_b90k,0.0,ViT-L-14 commonpool_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.0,,ViTamin-B,wds/wds_utkface_test,0.0,,datacomp1b,0.0,ViTamin-B datacomp1b
,,,,,zeroshot_classification,,en,,0.0,,ViTamin-B-LTT,wds/wds_utkface_test,0.0,,datacomp1b,0.0,ViTamin-B-LTT datacomp1b
,,,,,zeroshot_classification,,en,,0.0,,ViTamin-L2-256,wds/wds_utkface_test,0.0,,datacomp1b,0.0,ViTamin-L2-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.0,,ViTamin-L2-336,wds/wds_utkface_test,0.0,,datacomp1b,0.0,ViTamin-L2-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.0,,ViTamin-L-256,wds/wds_utkface_test,0.0,,datacomp1b,0.0,ViTamin-L-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.0,,ViTamin-L2,wds/wds_utkface_test,0.0,,datacomp1b,0.0,ViTamin-L2 datacomp1b
,,,,,zeroshot_classification,,en,,0.0,,ViTamin-L-336,wds/wds_utkface_test,0.0,,datacomp1b,0.0,ViTamin-L-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.0,,ViTamin-L,wds/wds_utkface_test,0.0,,datacomp1b,0.0,ViTamin-L datacomp1b
,,,,,zeroshot_classification,,en,,0.0,,ViTamin-S,wds/wds_utkface_test,0.0,,datacomp1b,0.0,ViTamin-S datacomp1b
,,,,,zeroshot_classification,,en,,0.0,,ViTamin-S-LTT,wds/wds_utkface_test,0.0,,datacomp1b,0.0,ViTamin-S-LTT datacomp1b
,,,,,zeroshot_classification,,en,,0.0,,ViTamin-XL-256,wds/wds_utkface_test,0.0,,datacomp1b,0.0,ViTamin-XL-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.0,,ViTamin-XL-336,wds/wds_utkface_test,0.0,,datacomp1b,0.0,ViTamin-XL-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.0,,ViTamin-XL-384,wds/wds_utkface_test,0.0,,datacomp1b,0.0,ViTamin-XL-384 datacomp1b
,,,,,zeroshot_classification,,en,,0.0,,ViT-bigG-14-CLIPA-336,wds/wds_utkface_test,0.0,,datacomp1b,0.0,ViT-bigG-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.0,,ViT-bigG-14-CLIPA,wds/wds_utkface_test,0.0,,datacomp1b,0.0,ViT-bigG-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.0,,ViT-H-14-CLIPA-336,wds/wds_utkface_test,0.0,,datacomp1b,0.0,ViT-H-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.0,,ViT-H-14-CLIPA,wds/wds_utkface_test,0.0,,datacomp1b,0.0,ViT-H-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.0,,ViT-L-14-CLIPA-336,wds/wds_utkface_test,0.0,,datacomp1b,0.0,ViT-L-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.0,,ViT-L-14-CLIPA,wds/wds_utkface_test,0.0,,datacomp1b,0.0,ViT-L-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.0,,MobileCLIP-B,wds/wds_utkface_test,0.0,,datacompdr_lt,0.0,MobileCLIP-B datacompdr_lt
,,,,,zeroshot_classification,,en,,0.0,,MobileCLIP-B,wds/wds_utkface_test,0.0,,datacompdr,0.0,MobileCLIP-B datacompdr
,,,,,zeroshot_classification,,en,,0.0,,MobileCLIP-S1,wds/wds_utkface_test,0.0,,datacompdr,0.0,MobileCLIP-S1 datacompdr
,,,,,zeroshot_classification,,en,,0.0,,MobileCLIP-S2,wds/wds_utkface_test,0.0,,datacompdr,0.0,MobileCLIP-S2 datacompdr
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-16,wds/wds_utkface_test,0.0,,datacomp_l_s1b_b8k,0.0,ViT-B-16 datacomp_l_s1b_b8k
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-32,wds/wds_utkface_test,0.0,,datacomp_m_s128m_b4k,0.0,ViT-B-32 datacomp_m_s128m_b4k
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-32-256,wds/wds_utkface_test,0.0,,datacomp_s34b_b86k,0.0,ViT-B-32-256 datacomp_s34b_b86k
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-32,wds/wds_utkface_test,0.0,,datacomp_s_s13m_b4k,0.0,ViT-B-32 datacomp_s_s13m_b4k
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-16,wds/wds_utkface_test,0.0,,datacomp_xl_s13b_b90k,0.0,ViT-B-16 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-32,wds/wds_utkface_test,0.0,,datacomp_xl_s13b_b90k,0.0,ViT-B-32 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.0,,ViT-L-14,wds/wds_utkface_test,0.0,,datacomp_xl_s13b_b90k,0.0,ViT-L-14 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-16,wds/wds_utkface_test,0.0,,dfn2b,0.0,ViT-B-16 dfn2b
,,,,,zeroshot_classification,,en,,0.0,,ViT-L-14-quickgelu,wds/wds_utkface_test,0.0,,dfn2b,0.0,ViT-L-14-quickgelu dfn2b
,,,,,zeroshot_classification,,en,,0.0,,ViT-H-14-378-quickgelu,wds/wds_utkface_test,0.0,,dfn5b,0.0,ViT-H-14-378-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,0.0,,ViT-H-14-quickgelu,wds/wds_utkface_test,0.0,,dfn5b,0.0,ViT-H-14-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,0.0,,xlm-roberta-large-ViT-H-14,wds/wds_utkface_test,0.0,,frozen_laion5b_s13b_b90k,0.0,xlm-roberta-large-ViT-H-14 frozen_laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-32,wds/wds_utkface_test,0.0,,laion2b_e16,0.0,ViT-B-32 laion2b_e16
,,,,,zeroshot_classification,,en,,0.0,,roberta-ViT-B-32,wds/wds_utkface_test,0.0,,laion2b_s12b_b32k,0.0,roberta-ViT-B-32 laion2b_s12b_b32k
,,,,,zeroshot_classification,,en,,0.0,,ViT-g-14,wds/wds_utkface_test,0.0,,laion2b_s12b_b42k,0.0,ViT-g-14 laion2b_s12b_b42k
,,,,,zeroshot_classification,,en,,0.0,,convnext_base_w,wds/wds_utkface_test,0.0,,laion2b_s13b_b82k_augreg,0.0,convnext_base_w laion2b_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.0,,convnext_base_w,wds/wds_utkface_test,0.0,,laion2b_s13b_b82k,0.0,convnext_base_w laion2b_s13b_b82k
,,,,,zeroshot_classification,,en,,0.0,,coca_ViT-B-32,wds/wds_utkface_test,0.0,,laion2b_s13b_b90k,0.0,coca_ViT-B-32 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.0,,coca_ViT-L-14,wds/wds_utkface_test,0.0,,laion2b_s13b_b90k,0.0,coca_ViT-L-14 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.0,,convnext_large_d,wds/wds_utkface_test,0.0,,laion2b_s26b_b102k_augreg,0.0,convnext_large_d laion2b_s26b_b102k_augreg
,,,,,zeroshot_classification,,en,,0.0,,convnext_large_d_320,wds/wds_utkface_test,0.0,,laion2b_s29b_b131k_ft,0.0,convnext_large_d_320 laion2b_s29b_b131k_ft
,,,,,zeroshot_classification,,en,,0.0,,convnext_large_d_320,wds/wds_utkface_test,0.0,,laion2b_s29b_b131k_ft_soup,0.0,convnext_large_d_320 laion2b_s29b_b131k_ft_soup
,,,,,zeroshot_classification,,en,,0.0,,ViT-H-14,wds/wds_utkface_test,0.0,,laion2b_s32b_b79k,0.0,ViT-H-14 laion2b_s32b_b79k
,,,,,zeroshot_classification,,en,,0.0,,ViT-L-14,wds/wds_utkface_test,0.0,,laion2b_s32b_b82k,0.0,ViT-L-14 laion2b_s32b_b82k
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-32,wds/wds_utkface_test,0.0,,laion2b_s34b_b79k,0.0,ViT-B-32 laion2b_s34b_b79k
,,,,,zeroshot_classification,,en,,0.0,,convnext_xxlarge,wds/wds_utkface_test,0.0,,laion2b_s34b_b82k_augreg,0.0,convnext_xxlarge laion2b_s34b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.0,,convnext_xxlarge,wds/wds_utkface_test,0.0,,laion2b_s34b_b82k_augreg_rewind,0.0,convnext_xxlarge laion2b_s34b_b82k_augreg_rewind
,,,,,zeroshot_classification,,en,,0.0,,convnext_xxlarge,wds/wds_utkface_test,0.0,,laion2b_s34b_b82k_augreg_soup,0.0,convnext_xxlarge laion2b_s34b_b82k_augreg_soup
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-16,wds/wds_utkface_test,0.0,,laion2b_s34b_b88k,0.0,ViT-B-16 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,0.0,,ViT-g-14,wds/wds_utkface_test,0.0,,laion2b_s34b_b88k,0.0,ViT-g-14 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,0.0,,ViT-bigG-14,wds/wds_utkface_test,0.0,,laion2b_s39b_b160k,0.0,ViT-bigG-14 laion2b_s39b_b160k
,,,,,zeroshot_classification,,en,,0.0,,EVA02-E-14,wds/wds_utkface_test,0.0,,laion2b_s4b_b115k,0.0,EVA02-E-14 laion2b_s4b_b115k
,,,,,zeroshot_classification,,en,,0.0,,EVA02-E-14-plus,wds/wds_utkface_test,0.0,,laion2b_s9b_b144k,0.0,EVA02-E-14-plus laion2b_s9b_b144k
,,,,,zeroshot_classification,,en,,0.0,,ViT-H-14-CLIPA-336,wds/wds_utkface_test,0.0,,laion2b,0.0,ViT-H-14-CLIPA-336 laion2b
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-16,wds/wds_utkface_test,0.0,,laion400m_e31,0.0,ViT-B-16 laion400m_e31
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-16-plus-240,wds/wds_utkface_test,0.0,,laion400m_e31,0.0,ViT-B-16-plus-240 laion400m_e31
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-32,wds/wds_utkface_test,0.0,,laion400m_e31,0.0,ViT-B-32 laion400m_e31
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-32-quickgelu,wds/wds_utkface_test,0.0,,laion400m_e31,0.0,ViT-B-32-quickgelu laion400m_e31
,,,,,zeroshot_classification,,en,,0.0,,ViT-L-14,wds/wds_utkface_test,0.0,,laion400m_e31,0.0,ViT-L-14 laion400m_e31
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-16,wds/wds_utkface_test,0.0,,laion400m_e32,0.0,ViT-B-16 laion400m_e32
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-16-plus-240,wds/wds_utkface_test,0.0,,laion400m_e32,0.0,ViT-B-16-plus-240 laion400m_e32
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-32,wds/wds_utkface_test,0.0,,laion400m_e32,0.0,ViT-B-32 laion400m_e32
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-32-quickgelu,wds/wds_utkface_test,0.0,,laion400m_e32,0.0,ViT-B-32-quickgelu laion400m_e32
,,,,,zeroshot_classification,,en,,0.0,,ViT-L-14,wds/wds_utkface_test,0.0,,laion400m_e32,0.0,ViT-L-14 laion400m_e32
,,,,,zeroshot_classification,,en,,0.0,,EVA01-g-14,wds/wds_utkface_test,0.0,,laion400m_s11b_b41k,0.0,EVA01-g-14 laion400m_s11b_b41k
,,,,,zeroshot_classification,,en,,0.0,,convnext_base,wds/wds_utkface_test,0.0,,laion400m_s13b_b51k,0.0,convnext_base laion400m_s13b_b51k
,,,,,zeroshot_classification,,en,,0.0,,xlm-roberta-base-ViT-B-32,wds/wds_utkface_test,0.0,,laion5b_s13b_b90k,0.0,xlm-roberta-base-ViT-B-32 laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.0,,convnext_base_w_320,wds/wds_utkface_test,0.0,,laion_aesthetic_s13b_b82k_augreg,0.0,convnext_base_w_320 laion_aesthetic_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.0,,convnext_base_w_320,wds/wds_utkface_test,0.0,,laion_aesthetic_s13b_b82k,0.0,convnext_base_w_320 laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,0.0,,convnext_base_w,wds/wds_utkface_test,0.0,,laion_aesthetic_s13b_b82k,0.0,convnext_base_w laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,0.0,,EVA01-g-14-plus,wds/wds_utkface_test,0.0,,merged2b_s11b_b114k,0.0,EVA01-g-14-plus merged2b_s11b_b114k
,,,,,zeroshot_classification,,en,,0.0,,EVA02-L-14,wds/wds_utkface_test,0.0,,merged2b_s4b_b131k,0.0,EVA02-L-14 merged2b_s4b_b131k
,,,,,zeroshot_classification,,en,,0.0,,EVA02-L-14-336,wds/wds_utkface_test,0.0,,merged2b_s6b_b61k,0.0,EVA02-L-14-336 merged2b_s6b_b61k
,,,,,zeroshot_classification,,en,,0.0,,EVA02-B-16,wds/wds_utkface_test,0.0,,merged2b_s8b_b131k,0.0,EVA02-B-16 merged2b_s8b_b131k
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-16-quickgelu,wds/wds_utkface_test,0.0,,metaclip_400m,0.0,ViT-B-16-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-32-quickgelu,wds/wds_utkface_test,0.0,,metaclip_400m,0.0,ViT-B-32-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.0,,ViT-L-14-quickgelu,wds/wds_utkface_test,0.0,,metaclip_400m,0.0,ViT-L-14-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-16-quickgelu,wds/wds_utkface_test,0.0,,metaclip_fullcc,0.0,ViT-B-16-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-32-quickgelu,wds/wds_utkface_test,0.0,,metaclip_fullcc,0.0,ViT-B-32-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.0,,ViT-H-14-quickgelu,wds/wds_utkface_test,0.0,,metaclip_fullcc,0.0,ViT-H-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.0,,ViT-L-14-quickgelu,wds/wds_utkface_test,0.0,,metaclip_fullcc,0.0,ViT-L-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.0,,nllb-clip-base-siglip,wds/wds_utkface_test,0.0,,mrl,0.0,nllb-clip-base-siglip mrl
,,,,,zeroshot_classification,,en,,0.0,,nllb-clip-large-siglip,wds/wds_utkface_test,0.0,,mrl,0.0,nllb-clip-large-siglip mrl
,,,,,zeroshot_classification,,en,,0.0,,coca_ViT-B-32,wds/wds_utkface_test,0.0,,mscoco_finetuned_laion2b_s13b_b90k,0.0,coca_ViT-B-32 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.0,,coca_ViT-L-14,wds/wds_utkface_test,0.0,,mscoco_finetuned_laion2b_s13b_b90k,0.0,coca_ViT-L-14 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.0,,RN101,wds/wds_utkface_test,0.0,,openai,0.0,RN101 openai
,,,,,zeroshot_classification,,en,,0.0,,RN101-quickgelu,wds/wds_utkface_test,0.0,,openai,0.0,RN101-quickgelu openai
,,,,,zeroshot_classification,,en,,0.0,,RN50,wds/wds_utkface_test,0.0,,openai,0.0,RN50 openai
,,,,,zeroshot_classification,,en,,0.0,,RN50-quickgelu,wds/wds_utkface_test,0.0,,openai,0.0,RN50-quickgelu openai
,,,,,zeroshot_classification,,en,,0.0,,RN50x16,wds/wds_utkface_test,0.0,,openai,0.0,RN50x16 openai
,,,,,zeroshot_classification,,en,,0.0,,RN50x4,wds/wds_utkface_test,0.0,,openai,0.0,RN50x4 openai
,,,,,zeroshot_classification,,en,,0.0,,RN50x64,wds/wds_utkface_test,0.0,,openai,0.0,RN50x64 openai
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-16,wds/wds_utkface_test,0.0,,openai,0.0,ViT-B-16 openai
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-32,wds/wds_utkface_test,0.0,,openai,0.0,ViT-B-32 openai
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-32-quickgelu,wds/wds_utkface_test,0.0,,openai,0.0,ViT-B-32-quickgelu openai
,,,,,zeroshot_classification,,en,,0.0,,ViT-L-14-336,wds/wds_utkface_test,0.0,,openai,0.0,ViT-L-14-336 openai
,,,,,zeroshot_classification,,en,,0.0,,ViT-L-14,wds/wds_utkface_test,0.0,,openai,0.0,ViT-L-14 openai
,,,,,zeroshot_classification,,en,,0.0,,nllb-clip-base,wds/wds_utkface_test,0.0,,v1,0.0,nllb-clip-base v1
,,,,,zeroshot_classification,,en,,0.0,,nllb-clip-base-siglip,wds/wds_utkface_test,0.0,,v1,0.0,nllb-clip-base-siglip v1
,,,,,zeroshot_classification,,en,,0.0,,nllb-clip-large,wds/wds_utkface_test,0.0,,v1,0.0,nllb-clip-large v1
,,,,,zeroshot_classification,,en,,0.0,,nllb-clip-large-siglip,wds/wds_utkface_test,0.0,,v1,0.0,nllb-clip-large-siglip v1
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-16-SigLIP-256,wds/wds_utkface_test,0.0,,webli,0.0,ViT-B-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-16-SigLIP-384,wds/wds_utkface_test,0.0,,webli,0.0,ViT-B-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-16-SigLIP-512,wds/wds_utkface_test,0.0,,webli,0.0,ViT-B-16-SigLIP-512 webli
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-16-SigLIP,wds/wds_utkface_test,0.0,,webli,0.0,ViT-B-16-SigLIP webli
,,,,,zeroshot_classification,,en,,0.0,,ViT-B-16-SigLIP-i18n-256,wds/wds_utkface_test,0.0,,webli,0.0,ViT-B-16-SigLIP-i18n-256 webli
,,,,,zeroshot_classification,,en,,0.0,,ViT-L-16-SigLIP-256,wds/wds_utkface_test,0.0,,webli,0.0,ViT-L-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,0.0,,ViT-L-16-SigLIP-384,wds/wds_utkface_test,0.0,,webli,0.0,ViT-L-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.0,,ViT-SO400M-14-SigLIP-384,wds/wds_utkface_test,0.0,,webli,0.0,ViT-SO400M-14-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.0,,ViT-SO400M-14-SigLIP,wds/wds_utkface_test,0.0,,webli,0.0,ViT-SO400M-14-SigLIP webli
,,,,,zeroshot_classification,,en,,0.0,,RN101,wds/wds_utkface_test,0.0,,yfcc15m,0.0,RN101 yfcc15m
,,,,,zeroshot_classification,,en,,0.0,,RN101-quickgelu,wds/wds_utkface_test,0.0,,yfcc15m,0.0,RN101-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,0.0,,RN50,wds/wds_utkface_test,0.0,,yfcc15m,0.0,RN50 yfcc15m
,,,,,zeroshot_classification,,en,,0.0,,RN50-quickgelu,wds/wds_utkface_test,0.0,,yfcc15m,0.0,RN50-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,0.7398504273504274,,RN50,wds/wds_voc2007_test,0.5149263661568245,,cc12m,0.4698851495726496,RN50 cc12m
,,,,,zeroshot_classification,,en,,0.7240918803418803,,RN50-quickgelu,wds/wds_voc2007_test,0.5194792770213257,,cc12m,0.4395032051282051,RN50-quickgelu cc12m
,,,,,zeroshot_classification,,en,,0.9336271367521367,,ViT-B-16,wds/wds_voc2007_test,0.7307777829520057,,commonpool_l_basic_s1b_b8k,0.7152110042735043,ViT-B-16 commonpool_l_basic_s1b_b8k
,,,,,zeroshot_classification,,en,,0.9603365384615384,,ViT-B-16,wds/wds_voc2007_test,0.8124670481251635,,commonpool_l_clip_s1b_b8k,0.7823183760683761,ViT-B-16 commonpool_l_clip_s1b_b8k
,,,,,zeroshot_classification,,en,,0.9596020299145299,,ViT-B-16,wds/wds_voc2007_test,0.8007319938603391,,commonpool_l_image_s1b_b8k,0.7841212606837606,ViT-B-16 commonpool_l_image_s1b_b8k
,,,,,zeroshot_classification,,en,,0.9507211538461539,,ViT-B-16,wds/wds_voc2007_test,0.8076232856302745,,commonpool_l_laion_s1b_b8k,0.7685630341880342,ViT-B-16 commonpool_l_laion_s1b_b8k
,,,,,zeroshot_classification,,en,,0.9159989316239316,,ViT-B-16,wds/wds_voc2007_test,0.7890352032173734,,commonpool_l_s1b_b8k,0.7095352564102564,ViT-B-16 commonpool_l_s1b_b8k
,,,,,zeroshot_classification,,en,,0.9427751068376068,,ViT-B-16,wds/wds_voc2007_test,0.8082022166369173,,commonpool_l_text_s1b_b8k,0.7670272435897436,ViT-B-16 commonpool_l_text_s1b_b8k
,,,,,zeroshot_classification,,en,,0.8329994658119658,,ViT-B-32,wds/wds_voc2007_test,0.5776365823307522,,commonpool_m_basic_s128m_b4k,0.5325854700854701,ViT-B-32 commonpool_m_basic_s128m_b4k
,,,,,zeroshot_classification,,en,,0.8993723290598291,,ViT-B-32,wds/wds_voc2007_test,0.6662975040585272,,commonpool_m_clip_s128m_b4k,0.6073050213675214,ViT-B-32 commonpool_m_clip_s128m_b4k
,,,,,zeroshot_classification,,en,,0.9051816239316239,,ViT-B-32,wds/wds_voc2007_test,0.6388443707520348,,commonpool_m_image_s128m_b4k,0.6147168803418803,ViT-B-32 commonpool_m_image_s128m_b4k
,,,,,zeroshot_classification,,en,,0.8500267094017094,,ViT-B-32,wds/wds_voc2007_test,0.6036914395882478,,commonpool_m_laion_s128m_b4k,0.530448717948718,ViT-B-32 commonpool_m_laion_s128m_b4k
,,,,,zeroshot_classification,,en,,0.8763354700854701,,ViT-B-32,wds/wds_voc2007_test,0.5949817418015493,,commonpool_m_s128m_b4k,0.5446047008547008,ViT-B-32 commonpool_m_s128m_b4k
,,,,,zeroshot_classification,,en,,0.8389423076923077,,ViT-B-32,wds/wds_voc2007_test,0.6271674442797734,,commonpool_m_text_s128m_b4k,0.5359909188034188,ViT-B-32 commonpool_m_text_s128m_b4k
,,,,,zeroshot_classification,,en,,0.7031917735042735,,ViT-B-32,wds/wds_voc2007_test,0.31390411089244663,,commonpool_s_basic_s13m_b4k,0.3076923076923077,ViT-B-32 commonpool_s_basic_s13m_b4k
,,,,,zeroshot_classification,,en,,0.7102029914529915,,ViT-B-32,wds/wds_voc2007_test,0.3522002424245282,,commonpool_s_clip_s13m_b4k,0.33820779914529914,ViT-B-32 commonpool_s_clip_s13m_b4k
,,,,,zeroshot_classification,,en,,0.6849626068376068,,ViT-B-32,wds/wds_voc2007_test,0.27747485497753877,,commonpool_s_image_s13m_b4k,0.26655982905982906,ViT-B-32 commonpool_s_image_s13m_b4k
,,,,,zeroshot_classification,,en,,0.6824919871794872,,ViT-B-32,wds/wds_voc2007_test,0.27417426299758485,,commonpool_s_laion_s13m_b4k,0.30275106837606836,ViT-B-32 commonpool_s_laion_s13m_b4k
,,,,,zeroshot_classification,,en,,0.6237313034188035,,ViT-B-32,wds/wds_voc2007_test,0.27659566833520766,,commonpool_s_s13m_b4k,0.22362446581196582,ViT-B-32 commonpool_s_s13m_b4k
,,,,,zeroshot_classification,,en,,0.7022569444444444,,ViT-B-32,wds/wds_voc2007_test,0.3283576927420827,,commonpool_s_text_s13m_b4k,0.2942708333333333,ViT-B-32 commonpool_s_text_s13m_b4k
,,,,,zeroshot_classification,,en,,0.9776308760683761,,ViT-L-14,wds/wds_voc2007_test,0.8683091960539813,,commonpool_xl_clip_s13b_b90k,0.8336004273504274,ViT-L-14 commonpool_xl_clip_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9643429487179487,,ViT-L-14,wds/wds_voc2007_test,0.873255078184086,,commonpool_xl_laion_s13b_b90k,0.8107638888888888,ViT-L-14 commonpool_xl_laion_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9728899572649573,,ViT-L-14,wds/wds_voc2007_test,0.8785714535976344,,commonpool_xl_s13b_b90k,0.8072248931623932,ViT-L-14 commonpool_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9735576923076923,,ViTamin-B,wds/wds_voc2007_test,0.835133986417724,,datacomp1b,0.8171741452991453,ViTamin-B datacomp1b
,,,,,zeroshot_classification,,en,,0.9709535256410257,,ViTamin-B-LTT,wds/wds_voc2007_test,0.8391771753034426,,datacomp1b,0.8008146367521367,ViTamin-B-LTT datacomp1b
,,,,,zeroshot_classification,,en,,0.9813701923076923,,ViTamin-L2-256,wds/wds_voc2007_test,0.8867576279897886,,datacomp1b,0.8313969017094017,ViTamin-L2-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.9804353632478633,,ViTamin-L2-336,wds/wds_voc2007_test,0.8863961187694323,,datacomp1b,0.8309962606837606,ViTamin-L2-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9795673076923077,,ViTamin-L-256,wds/wds_voc2007_test,0.8865886053058774,,datacomp1b,0.8258547008547008,ViTamin-L-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.9815037393162394,,ViTamin-L2,wds/wds_voc2007_test,0.882968251841174,,datacomp1b,0.8102964743589743,ViTamin-L2 datacomp1b
,,,,,zeroshot_classification,,en,,0.9756276709401709,,ViTamin-L-336,wds/wds_voc2007_test,0.882563425994346,,datacomp1b,0.8232505341880342,ViTamin-L-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9790331196581197,,ViTamin-L,wds/wds_voc2007_test,0.8814869682965719,,datacomp1b,0.8015491452991453,ViTamin-L datacomp1b
,,,,,zeroshot_classification,,en,,0.9677483974358975,,ViTamin-S,wds/wds_voc2007_test,0.8005126385242498,,datacomp1b,0.7795806623931624,ViTamin-S datacomp1b
,,,,,zeroshot_classification,,en,,0.9612713675213675,,ViTamin-S-LTT,wds/wds_voc2007_test,0.8088974928541127,,datacomp1b,0.7827190170940171,ViTamin-S-LTT datacomp1b
,,,,,zeroshot_classification,,en,,0.9698851495726496,,ViTamin-XL-256,wds/wds_voc2007_test,0.889341634163649,,datacomp1b,0.8072248931623932,ViTamin-XL-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.9738915598290598,,ViTamin-XL-336,wds/wds_voc2007_test,0.8925498458945533,,datacomp1b,0.8170405982905983,ViTamin-XL-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9559294871794872,,ViTamin-XL-384,wds/wds_voc2007_test,0.8851517600412697,,datacomp1b,0.7838541666666666,ViTamin-XL-384 datacomp1b
,,,,,zeroshot_classification,,en,,0.9921207264957265,,ViT-bigG-14-CLIPA-336,wds/wds_voc2007_test,0.9174729702792301,,datacomp1b,0.8165064102564102,ViT-bigG-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9920539529914529,,ViT-bigG-14-CLIPA,wds/wds_voc2007_test,0.9183365801391105,,datacomp1b,0.8187099358974359,ViT-bigG-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.9869791666666666,,ViT-H-14-CLIPA-336,wds/wds_voc2007_test,0.9121115589440894,,datacomp1b,0.8134348290598291,ViT-H-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9893830128205128,,ViT-H-14-CLIPA,wds/wds_voc2007_test,0.9134505614440099,,datacomp1b,0.8170405982905983,ViT-H-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.9877136752136753,,ViT-L-14-CLIPA-336,wds/wds_voc2007_test,0.9084793121647852,,datacomp1b,0.7977430555555556,ViT-L-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9903846153846154,,ViT-L-14-CLIPA,wds/wds_voc2007_test,0.9128631903684479,,datacomp1b,0.8062900641025641,ViT-L-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.9855769230769231,,MobileCLIP-B,wds/wds_voc2007_test,0.8905912951537396,,datacompdr_lt,0.8343349358974359,MobileCLIP-B datacompdr_lt
,,,,,zeroshot_classification,,en,,0.9860443376068376,,MobileCLIP-B,wds/wds_voc2007_test,0.8840498325511292,,datacompdr,0.8295940170940171,MobileCLIP-B datacompdr
,,,,,zeroshot_classification,,en,,0.9818376068376068,,MobileCLIP-S1,wds/wds_voc2007_test,0.8648970549937423,,datacompdr,0.8171073717948718,MobileCLIP-S1 datacompdr
,,,,,zeroshot_classification,,en,,0.9821047008547008,,MobileCLIP-S2,wds/wds_voc2007_test,0.8715128091121237,,datacompdr,0.8317975427350427,MobileCLIP-S2 datacompdr
,,,,,zeroshot_classification,,en,,0.9668135683760684,,ViT-B-16,wds/wds_voc2007_test,0.8188700318992487,,datacomp_l_s1b_b8k,0.8090277777777778,ViT-B-16 datacomp_l_s1b_b8k
,,,,,zeroshot_classification,,en,,0.8329994658119658,,ViT-B-32,wds/wds_voc2007_test,0.643126205847506,,datacomp_m_s128m_b4k,0.5460069444444444,ViT-B-32 datacomp_m_s128m_b4k
,,,,,zeroshot_classification,,en,,0.9726896367521367,,ViT-B-32-256,wds/wds_voc2007_test,0.8688882221516515,,datacomp_s34b_b86k,0.7879941239316239,ViT-B-32-256 datacomp_s34b_b86k
,,,,,zeroshot_classification,,en,,0.6849626068376068,,ViT-B-32,wds/wds_voc2007_test,0.27747485497753877,,datacomp_s_s13m_b4k,0.26655982905982906,ViT-B-32 datacomp_s_s13m_b4k
,,,,,zeroshot_classification,,en,,0.9738915598290598,,ViT-B-16,wds/wds_voc2007_test,0.841765479897479,,datacomp_xl_s13b_b90k,0.8181757478632479,ViT-B-16 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9750267094017094,,ViT-B-32,wds/wds_voc2007_test,0.8357798610370741,,datacomp_xl_s13b_b90k,0.8153044871794872,ViT-B-32 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9814369658119658,,ViT-L-14,wds/wds_voc2007_test,0.8735566367156278,,datacomp_xl_s13b_b90k,0.8246527777777778,ViT-L-14 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9668135683760684,,ViT-B-16,wds/wds_voc2007_test,0.8473118856629455,,dfn2b,0.788261217948718,ViT-B-16 dfn2b
,,,,,zeroshot_classification,,en,,0.9753605769230769,,ViT-L-14-quickgelu,wds/wds_voc2007_test,0.8777210995051739,,dfn2b,0.8161725427350427,ViT-L-14-quickgelu dfn2b
,,,,,zeroshot_classification,,en,,0.9788327991452992,,ViT-H-14-378-quickgelu,wds/wds_voc2007_test,0.9237374953630008,,dfn5b,0.8243189102564102,ViT-H-14-378-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,0.9710870726495726,,ViT-H-14-quickgelu,wds/wds_voc2007_test,0.9226365812102273,,dfn5b,0.8183092948717948,ViT-H-14-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,0.9579326923076923,,xlm-roberta-large-ViT-H-14,wds/wds_voc2007_test,0.8561053577212332,,frozen_laion5b_s13b_b90k,0.7994123931623932,xlm-roberta-large-ViT-H-14 frozen_laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9569978632478633,,ViT-B-32,wds/wds_voc2007_test,0.8041708643000158,,laion2b_e16,0.7876602564102564,ViT-B-32 laion2b_e16
,,,,,zeroshot_classification,,en,,0.9568643162393162,,roberta-ViT-B-32,wds/wds_voc2007_test,0.8091358646166009,,laion2b_s12b_b32k,0.7801816239316239,roberta-ViT-B-32 laion2b_s12b_b32k
,,,,,zeroshot_classification,,en,,0.9657451923076923,,ViT-g-14,wds/wds_voc2007_test,0.8576687705505937,,laion2b_s12b_b42k,0.8107638888888888,ViT-g-14 laion2b_s12b_b42k
,,,,,zeroshot_classification,,en,,0.9686832264957265,,convnext_base_w,wds/wds_voc2007_test,0.8513994950428051,,laion2b_s13b_b82k_augreg,0.7982772435897436,convnext_base_w laion2b_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.9675480769230769,,convnext_base_w,wds/wds_voc2007_test,0.8215538112554265,,laion2b_s13b_b82k,0.8037526709401709,convnext_base_w laion2b_s13b_b82k
,,,,,zeroshot_classification,,en,,0.9642094017094017,,coca_ViT-B-32,wds/wds_voc2007_test,0.79780399347168,,laion2b_s13b_b90k,0.780448717948718,coca_ViT-B-32 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9710870726495726,,coca_ViT-L-14,wds/wds_voc2007_test,0.8467743748430413,,laion2b_s13b_b90k,0.8113648504273504,coca_ViT-L-14 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9704193376068376,,convnext_large_d,wds/wds_voc2007_test,0.8745598050419823,,laion2b_s26b_b102k_augreg,0.7891960470085471,convnext_large_d laion2b_s26b_b102k_augreg
,,,,,zeroshot_classification,,en,,0.9684161324786325,,convnext_large_d_320,wds/wds_voc2007_test,0.8690922773691776,,laion2b_s29b_b131k_ft,0.8000801282051282,convnext_large_d_320 laion2b_s29b_b131k_ft
,,,,,zeroshot_classification,,en,,0.9683493589743589,,convnext_large_d_320,wds/wds_voc2007_test,0.8689996560854055,,laion2b_s29b_b131k_ft_soup,0.8129674145299145,convnext_large_d_320 laion2b_s29b_b131k_ft_soup
,,,,,zeroshot_classification,,en,,0.9419738247863247,,ViT-H-14,wds/wds_voc2007_test,0.8495639287586387,,laion2b_s32b_b79k,0.7767094017094017,ViT-H-14 laion2b_s32b_b79k
,,,,,zeroshot_classification,,en,,0.9553952991452992,,ViT-L-14,wds/wds_voc2007_test,0.8492502315442165,,laion2b_s32b_b82k,0.8051549145299145,ViT-L-14 laion2b_s32b_b82k
,,,,,zeroshot_classification,,en,,0.9614049145299145,,ViT-B-32,wds/wds_voc2007_test,0.8057083239647718,,laion2b_s34b_b79k,0.7909989316239316,ViT-B-32 laion2b_s34b_b79k
,,,,,zeroshot_classification,,en,,0.9740251068376068,,convnext_xxlarge,wds/wds_voc2007_test,0.8697809339409114,,laion2b_s34b_b82k_augreg,0.811698717948718,convnext_xxlarge laion2b_s34b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.9750267094017094,,convnext_xxlarge,wds/wds_voc2007_test,0.8696873820855681,,laion2b_s34b_b82k_augreg_rewind,0.8098958333333334,convnext_xxlarge laion2b_s34b_b82k_augreg_rewind
,,,,,zeroshot_classification,,en,,0.9754273504273504,,convnext_xxlarge,wds/wds_voc2007_test,0.8694816572112398,,laion2b_s34b_b82k_augreg_soup,0.8088942307692307,convnext_xxlarge laion2b_s34b_b82k_augreg_soup
,,,,,zeroshot_classification,,en,,0.9602029914529915,,ViT-B-16,wds/wds_voc2007_test,0.8250018722421121,,laion2b_s34b_b88k,0.788528311965812,ViT-B-16 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,0.9587339743589743,,ViT-g-14,wds/wds_voc2007_test,0.8425083525473394,,laion2b_s34b_b88k,0.8163728632478633,ViT-g-14 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,0.9587339743589743,,ViT-bigG-14,wds/wds_voc2007_test,0.8568490168021772,,laion2b_s39b_b160k,0.8076255341880342,ViT-bigG-14 laion2b_s39b_b160k
,,,,,zeroshot_classification,,en,,0.9660122863247863,,EVA02-E-14,wds/wds_voc2007_test,0.9021358315660519,,laion2b_s4b_b115k,0.8133680555555556,EVA02-E-14 laion2b_s4b_b115k
,,,,,zeroshot_classification,,en,,0.9702857905982906,,EVA02-E-14-plus,wds/wds_voc2007_test,0.8942646444466524,,laion2b_s9b_b144k,0.8564369658119658,EVA02-E-14-plus laion2b_s9b_b144k
,,,,,zeroshot_classification,,en,,0.984642094017094,,ViT-H-14-CLIPA-336,wds/wds_voc2007_test,0.9059072192208475,,laion2b,0.7720352564102564,ViT-H-14-CLIPA-336 laion2b
,,,,,zeroshot_classification,,en,,0.9521233974358975,,ViT-B-16,wds/wds_voc2007_test,0.8026590879754169,,laion400m_e31,0.7674278846153846,ViT-B-16 laion400m_e31
,,,,,zeroshot_classification,,en,,0.9518563034188035,,ViT-B-16-plus-240,wds/wds_voc2007_test,0.8171539471183118,,laion400m_e31,0.7635550213675214,ViT-B-16-plus-240 laion400m_e31
,,,,,zeroshot_classification,,en,,0.9414396367521367,,ViT-B-32,wds/wds_voc2007_test,0.7647961891004742,,laion400m_e31,0.7309695512820513,ViT-B-32 laion400m_e31
,,,,,zeroshot_classification,,en,,0.9468482905982906,,ViT-B-32-quickgelu,wds/wds_voc2007_test,0.7873947726569217,,laion400m_e31,0.7536725427350427,ViT-B-32-quickgelu laion400m_e31
,,,,,zeroshot_classification,,en,,0.9502537393162394,,ViT-L-14,wds/wds_voc2007_test,0.8309549281703111,,laion400m_e31,0.7584802350427351,ViT-L-14 laion400m_e31
,,,,,zeroshot_classification,,en,,0.9527243589743589,,ViT-B-16,wds/wds_voc2007_test,0.8027137304451595,,laion400m_e32,0.7688301282051282,ViT-B-16 laion400m_e32
,,,,,zeroshot_classification,,en,,0.952323717948718,,ViT-B-16-plus-240,wds/wds_voc2007_test,0.8160871379527912,,laion400m_e32,0.7637553418803419,ViT-B-16-plus-240 laion400m_e32
,,,,,zeroshot_classification,,en,,0.9417067307692307,,ViT-B-32,wds/wds_voc2007_test,0.767125853021733,,laion400m_e32,0.7330395299145299,ViT-B-32 laion400m_e32
,,,,,zeroshot_classification,,en,,0.9469818376068376,,ViT-B-32-quickgelu,wds/wds_voc2007_test,0.7910433790319097,,laion400m_e32,0.758079594017094,ViT-B-32-quickgelu laion400m_e32
,,,,,zeroshot_classification,,en,,0.9492521367521367,,ViT-L-14,wds/wds_voc2007_test,0.8309017781616725,,laion400m_e32,0.7564770299145299,ViT-L-14 laion400m_e32
,,,,,zeroshot_classification,,en,,0.9693509615384616,,EVA01-g-14,wds/wds_voc2007_test,0.8871131296880297,,laion400m_s11b_b41k,0.8325988247863247,EVA01-g-14 laion400m_s11b_b41k
,,,,,zeroshot_classification,,en,,0.9435096153846154,,convnext_base,wds/wds_voc2007_test,0.7879049974547199,,laion400m_s13b_b51k,0.7524038461538461,convnext_base laion400m_s13b_b51k
,,,,,zeroshot_classification,,en,,0.9575320512820513,,xlm-roberta-base-ViT-B-32,wds/wds_voc2007_test,0.8123442620478076,,laion5b_s13b_b90k,0.7855902777777778,xlm-roberta-base-ViT-B-32 laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9470486111111112,,convnext_base_w_320,wds/wds_voc2007_test,0.8062640589989899,,laion_aesthetic_s13b_b82k_augreg,0.7530048076923077,convnext_base_w_320 laion_aesthetic_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.9248130341880342,,convnext_base_w_320,wds/wds_voc2007_test,0.7521198091221674,,laion_aesthetic_s13b_b82k,0.7238915598290598,convnext_base_w_320 laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,0.9453792735042735,,convnext_base_w,wds/wds_voc2007_test,0.7529439123790225,,laion_aesthetic_s13b_b82k,0.7548076923076923,convnext_base_w laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,0.9752938034188035,,EVA01-g-14-plus,wds/wds_voc2007_test,0.8943078598992125,,merged2b_s11b_b114k,0.8285924145299145,EVA01-g-14-plus merged2b_s11b_b114k
,,,,,zeroshot_classification,,en,,0.9718215811965812,,EVA02-L-14,wds/wds_voc2007_test,0.885448015799966,,merged2b_s4b_b131k,0.8221153846153846,EVA02-L-14 merged2b_s4b_b131k
,,,,,zeroshot_classification,,en,,0.9701522435897436,,EVA02-L-14-336,wds/wds_voc2007_test,0.880271318987511,,merged2b_s6b_b61k,0.8267895299145299,EVA02-L-14-336 merged2b_s6b_b61k
,,,,,zeroshot_classification,,en,,0.9616720085470085,,EVA02-B-16,wds/wds_voc2007_test,0.8762396439956694,,merged2b_s8b_b131k,0.8017494658119658,EVA02-B-16 merged2b_s8b_b131k
,,,,,zeroshot_classification,,en,,0.9194043803418803,,ViT-B-16-quickgelu,wds/wds_voc2007_test,0.7871249788568999,,metaclip_400m,0.7216880341880342,ViT-B-16-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.9134615384615384,,ViT-B-32-quickgelu,wds/wds_voc2007_test,0.7724161037438007,,metaclip_400m,0.7077323717948718,ViT-B-32-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.9389690170940171,,ViT-L-14-quickgelu,wds/wds_voc2007_test,0.8188060101273014,,metaclip_400m,0.7435897435897436,ViT-L-14-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.9581997863247863,,ViT-B-16-quickgelu,wds/wds_voc2007_test,0.8510792730473188,,metaclip_fullcc,0.780982905982906,ViT-B-16-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.9563301282051282,,ViT-B-32-quickgelu,wds/wds_voc2007_test,0.8233057349374931,,metaclip_fullcc,0.764823717948718,ViT-B-32-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.9535256410256411,,ViT-H-14-quickgelu,wds/wds_voc2007_test,0.869984399531846,,metaclip_fullcc,0.7493322649572649,ViT-H-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.9729567307692307,,ViT-L-14-quickgelu,wds/wds_voc2007_test,0.8750504485224578,,metaclip_fullcc,0.8028846153846154,ViT-L-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.9541266025641025,,nllb-clip-base-siglip,wds/wds_voc2007_test,0.8416526423961029,,mrl,0.7612847222222222,nllb-clip-base-siglip mrl
,,,,,zeroshot_classification,,en,,0.9581997863247863,,nllb-clip-large-siglip,wds/wds_voc2007_test,0.8476049190399774,,mrl,0.7489316239316239,nllb-clip-large-siglip mrl
,,,,,zeroshot_classification,,en,,0.5170940170940171,,coca_ViT-B-32,wds/wds_voc2007_test,0.1271501529851948,,mscoco_finetuned_laion2b_s13b_b90k,0.12486645299145299,coca_ViT-B-32 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9674813034188035,,coca_ViT-L-14,wds/wds_voc2007_test,0.8311361444430274,,mscoco_finetuned_laion2b_s13b_b90k,0.8129674145299145,coca_ViT-L-14 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9163327991452992,,RN101,wds/wds_voc2007_test,0.7618047352087274,,openai,0.6513755341880342,RN101 openai
,,,,,zeroshot_classification,,en,,0.9163327991452992,,RN101-quickgelu,wds/wds_voc2007_test,0.7618047352087274,,openai,0.6513755341880342,RN101-quickgelu openai
,,,,,zeroshot_classification,,en,,0.9172008547008547,,RN50,wds/wds_voc2007_test,0.7309676812530699,,openai,0.6503739316239316,RN50 openai
,,,,,zeroshot_classification,,en,,0.9172008547008547,,RN50-quickgelu,wds/wds_voc2007_test,0.7309676812530699,,openai,0.6503739316239316,RN50-quickgelu openai
,,,,,zeroshot_classification,,en,,0.9218082264957265,,RN50x16,wds/wds_voc2007_test,0.7826060672489648,,openai,0.6800213675213675,RN50x16 openai
,,,,,zeroshot_classification,,en,,0.9315571581196581,,RN50x4,wds/wds_voc2007_test,0.7519443919183847,,openai,0.6818910256410257,RN50x4 openai
,,,,,zeroshot_classification,,en,,0.9208066239316239,,RN50x64,wds/wds_voc2007_test,0.8089341436979931,,openai,0.7395165598290598,RN50x64 openai
,,,,,zeroshot_classification,,en,,0.9573317307692307,,ViT-B-16,wds/wds_voc2007_test,0.8329537219502129,,openai,0.7831864316239316,ViT-B-16 openai
,,,,,zeroshot_classification,,en,,0.9592013888888888,,ViT-B-32,wds/wds_voc2007_test,0.8050141733629618,,openai,0.7641559829059829,ViT-B-32 openai
,,,,,zeroshot_classification,,en,,0.9592013888888888,,ViT-B-32-quickgelu,wds/wds_voc2007_test,0.8050141733629618,,openai,0.7641559829059829,ViT-B-32-quickgelu openai
,,,,,zeroshot_classification,,en,,0.968215811965812,,ViT-L-14-336,wds/wds_voc2007_test,0.8616046223210547,,openai,0.7810496794871795,ViT-L-14-336 openai
,,,,,zeroshot_classification,,en,,0.9688167735042735,,ViT-L-14,wds/wds_voc2007_test,0.8647201052941211,,openai,0.7829193376068376,ViT-L-14 openai
,,,,,zeroshot_classification,,en,,0.9097889957264957,,nllb-clip-base,wds/wds_voc2007_test,0.7233982739076471,,v1,0.680221688034188,nllb-clip-base v1
,,,,,zeroshot_classification,,en,,0.9376335470085471,,nllb-clip-base-siglip,wds/wds_voc2007_test,0.8334180999254215,,v1,0.7514022435897436,nllb-clip-base-siglip v1
,,,,,zeroshot_classification,,en,,0.9423744658119658,,nllb-clip-large,wds/wds_voc2007_test,0.8281871273300961,,v1,0.7551415598290598,nllb-clip-large v1
,,,,,zeroshot_classification,,en,,0.938034188034188,,nllb-clip-large-siglip,wds/wds_voc2007_test,0.8395069565609878,,v1,0.7176816239316239,nllb-clip-large-siglip v1
,,,,,zeroshot_classification,,en,,0.9192040598290598,,ViT-B-16-SigLIP-256,wds/wds_voc2007_test,0.8664715763789624,,webli,0.7256276709401709,ViT-B-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,0.9152644230769231,,ViT-B-16-SigLIP-384,wds/wds_voc2007_test,0.8611788719204055,,webli,0.7163461538461539,ViT-B-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.9101896367521367,,ViT-B-16-SigLIP-512,wds/wds_voc2007_test,0.8620219874552015,,webli,0.7136752136752137,ViT-B-16-SigLIP-512 webli
,,,,,zeroshot_classification,,en,,0.9159989316239316,,ViT-B-16-SigLIP,wds/wds_voc2007_test,0.86347467812025,,webli,0.7214209401709402,ViT-B-16-SigLIP webli
,,,,,zeroshot_classification,,en,,0.9375667735042735,,ViT-B-16-SigLIP-i18n-256,wds/wds_voc2007_test,0.8583704941222374,,webli,0.7536057692307693,ViT-B-16-SigLIP-i18n-256 webli
,,,,,zeroshot_classification,,en,,0.9127938034188035,,ViT-L-16-SigLIP-256,wds/wds_voc2007_test,0.8922893443543112,,webli,0.7410523504273504,ViT-L-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,0.8812099358974359,,ViT-L-16-SigLIP-384,wds/wds_voc2007_test,0.8885879342372052,,webli,0.7170138888888888,ViT-L-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.8852831196581197,,ViT-SO400M-14-SigLIP-384,wds/wds_voc2007_test,0.886663041944223,,webli,0.7170138888888888,ViT-SO400M-14-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.8641159188034188,,ViT-SO400M-14-SigLIP,wds/wds_voc2007_test,0.8887485280215295,,webli,0.7032585470085471,ViT-SO400M-14-SigLIP webli
,,,,,zeroshot_classification,,en,,0.7675614316239316,,RN101,wds/wds_voc2007_test,0.563581614610283,,yfcc15m,0.48838141025641024,RN101 yfcc15m
,,,,,zeroshot_classification,,en,,0.7347756410256411,,RN101-quickgelu,wds/wds_voc2007_test,0.5486431415082454,,yfcc15m,0.46000267094017094,RN101-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,0.647903311965812,,RN50,wds/wds_voc2007_test,0.5091776376360164,,yfcc15m,0.38855502136752135,RN50 yfcc15m
,,,,,zeroshot_classification,,en,,0.6617922008547008,,RN50-quickgelu,wds/wds_voc2007_test,0.5073024536141743,,yfcc15m,0.3843482905982906,RN50-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,0.8734593262119967,,RN50,wds/wds_vtab-caltech101_test,0.6417206706507214,,cc12m,0.6693508627773213,RN50 cc12m
,,,,,zeroshot_classification,,en,,0.8787181594083813,,RN50-quickgelu,wds/wds_vtab-caltech101_test,0.6559300536890836,,cc12m,0.6839769926047659,RN50-quickgelu cc12m
,,,,,zeroshot_classification,,en,,0.9291700903861956,,ViT-B-16,wds/wds_vtab-caltech101_test,0.8446071720851603,,commonpool_l_basic_s1b_b8k,0.8164338537387017,ViT-B-16 commonpool_l_basic_s1b_b8k
,,,,,zeroshot_classification,,en,,0.9433032046014791,,ViT-B-16,wds/wds_vtab-caltech101_test,0.885081020793363,,commonpool_l_clip_s1b_b8k,0.8351684470008217,ViT-B-16 commonpool_l_clip_s1b_b8k
,,,,,zeroshot_classification,,en,,0.9433032046014791,,ViT-B-16,wds/wds_vtab-caltech101_test,0.8845172329933553,,commonpool_l_image_s1b_b8k,0.829252259654889,ViT-B-16 commonpool_l_image_s1b_b8k
,,,,,zeroshot_classification,,en,,0.9395234182415777,,ViT-B-16,wds/wds_vtab-caltech101_test,0.8769894268154923,,commonpool_l_laion_s1b_b8k,0.8277732128184059,ViT-B-16 commonpool_l_laion_s1b_b8k
,,,,,zeroshot_classification,,en,,0.9308134757600658,,ViT-B-16,wds/wds_vtab-caltech101_test,0.809028888708929,,commonpool_l_s1b_b8k,0.7817584223500411,ViT-B-16 commonpool_l_s1b_b8k
,,,,,zeroshot_classification,,en,,0.9396877567789647,,ViT-B-16,wds/wds_vtab-caltech101_test,0.8726226927966843,,commonpool_l_text_s1b_b8k,0.8266228430566968,ViT-B-16 commonpool_l_text_s1b_b8k
,,,,,zeroshot_classification,,en,,0.8793755135579293,,ViT-B-32,wds/wds_vtab-caltech101_test,0.6113652807937793,,commonpool_m_basic_s128m_b4k,0.7012325390304026,ViT-B-32 commonpool_m_basic_s128m_b4k
,,,,,zeroshot_classification,,en,,0.9058340180772391,,ViT-B-32,wds/wds_vtab-caltech101_test,0.6687202269135291,,commonpool_m_clip_s128m_b4k,0.714543960558751,ViT-B-32 commonpool_m_clip_s128m_b4k
,,,,,zeroshot_classification,,en,,0.9004108463434676,,ViT-B-32,wds/wds_vtab-caltech101_test,0.6653008228609719,,commonpool_m_image_s128m_b4k,0.7092851273623665,ViT-B-32 commonpool_m_image_s128m_b4k
,,,,,zeroshot_classification,,en,,0.8930156121610517,,ViT-B-32,wds/wds_vtab-caltech101_test,0.6311767977169985,,commonpool_m_laion_s128m_b4k,0.6961380443714051,ViT-B-32 commonpool_m_laion_s128m_b4k
,,,,,zeroshot_classification,,en,,0.8465078060805259,,ViT-B-32,wds/wds_vtab-caltech101_test,0.5241917541385354,,commonpool_m_s128m_b4k,0.6345110928512736,ViT-B-32 commonpool_m_s128m_b4k
,,,,,zeroshot_classification,,en,,0.8966310599835662,,ViT-B-32,wds/wds_vtab-caltech101_test,0.6640199313712173,,commonpool_m_text_s128m_b4k,0.7012325390304026,ViT-B-32 commonpool_m_text_s128m_b4k
,,,,,zeroshot_classification,,en,,0.5145439605587511,,ViT-B-32,wds/wds_vtab-caltech101_test,0.18074978785005313,,commonpool_s_basic_s13m_b4k,0.22087099424815118,ViT-B-32 commonpool_s_basic_s13m_b4k
,,,,,zeroshot_classification,,en,,0.5377156943303205,,ViT-B-32,wds/wds_vtab-caltech101_test,0.24847973193510503,,commonpool_s_clip_s13m_b4k,0.23336072308956451,ViT-B-32 commonpool_s_clip_s13m_b4k
,,,,,zeroshot_classification,,en,,0.47838948233360723,,ViT-B-32,wds/wds_vtab-caltech101_test,0.2228961106370913,,commonpool_s_image_s13m_b4k,0.2305669679539852,ViT-B-32 commonpool_s_image_s13m_b4k
,,,,,zeroshot_classification,,en,,0.3769926047658176,,ViT-B-32,wds/wds_vtab-caltech101_test,0.1552058758162386,,commonpool_s_laion_s13m_b4k,0.13574363188167626,ViT-B-32 commonpool_s_laion_s13m_b4k
,,,,,zeroshot_classification,,en,,0.44913722267871814,,ViT-B-32,wds/wds_vtab-caltech101_test,0.15609940449990045,,commonpool_s_s13m_b4k,0.14215283483976993,ViT-B-32 commonpool_s_s13m_b4k
,,,,,zeroshot_classification,,en,,0.5086277732128184,,ViT-B-32,wds/wds_vtab-caltech101_test,0.22307412209336536,,commonpool_s_text_s13m_b4k,0.21248972884141332,ViT-B-32 commonpool_s_text_s13m_b4k
,,,,,zeroshot_classification,,en,,0.9538208709942482,,ViT-L-14,wds/wds_vtab-caltech101_test,0.9501671721963231,,commonpool_xl_clip_s13b_b90k,0.8502875924404273,ViT-L-14 commonpool_xl_clip_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9579293344289236,,ViT-L-14,wds/wds_vtab-caltech101_test,0.9352207676269985,,commonpool_xl_laion_s13b_b90k,0.8458504519309779,ViT-L-14 commonpool_xl_laion_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9483976992604766,,ViT-L-14,wds/wds_vtab-caltech101_test,0.932701130533609,,commonpool_xl_s13b_b90k,0.8525883319638455,ViT-L-14 commonpool_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.952670501232539,,ViTamin-B,wds/wds_vtab-caltech101_test,0.9266398963897001,,datacomp1b,0.8425636811832374,ViTamin-B datacomp1b
,,,,,zeroshot_classification,,en,,0.9492193919474117,,ViTamin-B-LTT,wds/wds_vtab-caltech101_test,0.9315218595945991,,datacomp1b,0.8430566967953985,ViTamin-B-LTT datacomp1b
,,,,,zeroshot_classification,,en,,0.9572719802793755,,ViTamin-L2-256,wds/wds_vtab-caltech101_test,0.9523687875282345,,datacomp1b,0.8537387017255547,ViTamin-L2-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.9569433032046015,,ViTamin-L2-336,wds/wds_vtab-caltech101_test,0.9535539660560285,,datacomp1b,0.856861133935908,ViTamin-L2-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9467543138866064,,ViTamin-L-256,wds/wds_vtab-caltech101_test,0.9537339230663088,,datacomp1b,0.8465078060805259,ViTamin-L-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.952670501232539,,ViTamin-L2,wds/wds_vtab-caltech101_test,0.9463463767042084,,datacomp1b,0.8520953163516845,ViTamin-L2 datacomp1b
,,,,,zeroshot_classification,,en,,0.9472473294987674,,ViTamin-L-336,wds/wds_vtab-caltech101_test,0.9585056952583578,,datacomp1b,0.8461791290057519,ViTamin-L-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.943467543138866,,ViTamin-L,wds/wds_vtab-caltech101_test,0.9509157175394285,,datacomp1b,0.8445357436318817,ViTamin-L datacomp1b
,,,,,zeroshot_classification,,en,,0.9414954806902218,,ViTamin-S,wds/wds_vtab-caltech101_test,0.9047364817957131,,datacomp1b,0.8399342645850452,ViTamin-S datacomp1b
,,,,,zeroshot_classification,,en,,0.9459326211996714,,ViTamin-S-LTT,wds/wds_vtab-caltech101_test,0.8941246748114671,,datacomp1b,0.8277732128184059,ViTamin-S-LTT datacomp1b
,,,,,zeroshot_classification,,en,,0.9442892358258012,,ViTamin-XL-256,wds/wds_vtab-caltech101_test,0.95707194938382,,datacomp1b,0.8507806080525884,ViTamin-XL-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.9477403451109285,,ViTamin-XL-336,wds/wds_vtab-caltech101_test,0.9571138079646786,,datacomp1b,0.8516023007395234,ViTamin-XL-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9475760065735415,,ViTamin-XL-384,wds/wds_vtab-caltech101_test,0.9496833898277488,,datacomp1b,0.847822514379622,ViTamin-XL-384 datacomp1b
,,,,,zeroshot_classification,,en,,0.9464256368118323,,ViT-bigG-14-CLIPA-336,wds/wds_vtab-caltech101_test,0.9532575042861081,,datacomp1b,0.8520953163516845,ViT-bigG-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9451109285127363,,ViT-bigG-14-CLIPA,wds/wds_vtab-caltech101_test,0.9507176080472823,,datacomp1b,0.8465078060805259,ViT-bigG-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.9433032046014791,,ViT-H-14-CLIPA-336,wds/wds_vtab-caltech101_test,0.9469861389621691,,datacomp1b,0.8409202958093673,ViT-H-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9439605587510271,,ViT-H-14-CLIPA,wds/wds_vtab-caltech101_test,0.9457267877274793,,datacomp1b,0.8438783894823336,ViT-H-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.942810188989318,,ViT-L-14-CLIPA-336,wds/wds_vtab-caltech101_test,0.944013851811928,,datacomp1b,0.8432210353327856,ViT-L-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9418241577649958,,ViT-L-14-CLIPA,wds/wds_vtab-caltech101_test,0.9450749157203198,,datacomp1b,0.8419063270336894,ViT-L-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.9602300739523418,,MobileCLIP-B,wds/wds_vtab-caltech101_test,0.9449494390520915,,datacompdr_lt,0.8488085456039441,MobileCLIP-B datacompdr_lt
,,,,,zeroshot_classification,,en,,0.9610517666392769,,MobileCLIP-B,wds/wds_vtab-caltech101_test,0.9411974488775351,,datacompdr,0.8507806080525884,MobileCLIP-B datacompdr
,,,,,zeroshot_classification,,en,,0.9597370583401807,,MobileCLIP-S1,wds/wds_vtab-caltech101_test,0.9343612016985248,,datacompdr,0.8400986031224322,MobileCLIP-S1 datacompdr
,,,,,zeroshot_classification,,en,,0.9541495480690222,,MobileCLIP-S2,wds/wds_vtab-caltech101_test,0.9369562612813739,,datacompdr,0.8453574363188168,MobileCLIP-S2 datacompdr
,,,,,zeroshot_classification,,en,,0.9393590797041906,,ViT-B-16,wds/wds_vtab-caltech101_test,0.8969027291306708,,datacomp_l_s1b_b8k,0.8359901396877568,ViT-B-16 datacomp_l_s1b_b8k
,,,,,zeroshot_classification,,en,,0.9124075595727198,,ViT-B-32,wds/wds_vtab-caltech101_test,0.7147882501639514,,datacomp_m_s128m_b4k,0.7372226787181594,ViT-B-32 datacomp_m_s128m_b4k
,,,,,zeroshot_classification,,en,,0.9459326211996714,,ViT-B-32-256,wds/wds_vtab-caltech101_test,0.9335657773142478,,datacomp_s34b_b86k,0.8443714050944947,ViT-B-32-256 datacomp_s34b_b86k
,,,,,zeroshot_classification,,en,,0.47838948233360723,,ViT-B-32,wds/wds_vtab-caltech101_test,0.2228961106370913,,datacomp_s_s13m_b4k,0.2305669679539852,ViT-B-32 datacomp_s_s13m_b4k
,,,,,zeroshot_classification,,en,,0.952341824157765,,ViT-B-16,wds/wds_vtab-caltech101_test,0.938214048361123,,datacomp_xl_s13b_b90k,0.8483155299917831,ViT-B-16 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9487263763352506,,ViT-B-32,wds/wds_vtab-caltech101_test,0.9230958924235156,,datacomp_xl_s13b_b90k,0.8432210353327856,ViT-B-32 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9533278553820871,,ViT-L-14,wds/wds_vtab-caltech101_test,0.9464035944571937,,datacomp_xl_s13b_b90k,0.8555464256368118,ViT-L-14 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9479046836483155,,ViT-B-16,wds/wds_vtab-caltech101_test,0.9428944730514909,,dfn2b,0.8491372226787182,ViT-B-16 dfn2b
,,,,,zeroshot_classification,,en,,0.9559572719802794,,ViT-L-14-quickgelu,wds/wds_vtab-caltech101_test,0.9532558988418915,,dfn2b,0.8560394412489729,ViT-L-14-quickgelu dfn2b
,,,,,zeroshot_classification,,en,,0.9410024650780608,,ViT-H-14-378-quickgelu,wds/wds_vtab-caltech101_test,0.9516690297867411,,dfn5b,0.8535743631881676,ViT-H-14-378-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,0.942810188989318,,ViT-H-14-quickgelu,wds/wds_vtab-caltech101_test,0.9549076856230605,,dfn5b,0.8608052588331964,ViT-H-14-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,0.9451109285127363,,xlm-roberta-large-ViT-H-14,wds/wds_vtab-caltech101_test,0.9422539007860662,,frozen_laion5b_s13b_b90k,0.8506162695152013,xlm-roberta-large-ViT-H-14 frozen_laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9518488085456039,,ViT-B-32,wds/wds_vtab-caltech101_test,0.9107211231647407,,laion2b_e16,0.8310599835661463,ViT-B-32 laion2b_e16
,,,,,zeroshot_classification,,en,,0.942810188989318,,roberta-ViT-B-32,wds/wds_vtab-caltech101_test,0.9040330490981717,,laion2b_s12b_b32k,0.8267871815940838,roberta-ViT-B-32 laion2b_s12b_b32k
,,,,,zeroshot_classification,,en,,0.9615447822514379,,ViT-g-14,wds/wds_vtab-caltech101_test,0.9415305176669155,,laion2b_s12b_b42k,0.8502875924404273,ViT-g-14 laion2b_s12b_b42k
,,,,,zeroshot_classification,,en,,0.9493837304847987,,convnext_base_w,wds/wds_vtab-caltech101_test,0.9262775934636424,,laion2b_s13b_b82k_augreg,0.8394412489728842,convnext_base_w laion2b_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.9584223500410847,,convnext_base_w,wds/wds_vtab-caltech101_test,0.9223447127162652,,laion2b_s13b_b82k,0.8407559572719803,convnext_base_w laion2b_s13b_b82k
,,,,,zeroshot_classification,,en,,0.9531635168447001,,coca_ViT-B-32,wds/wds_vtab-caltech101_test,0.9116376618616219,,laion2b_s13b_b90k,0.8310599835661463,coca_ViT-B-32 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9595727198027938,,coca_ViT-L-14,wds/wds_vtab-caltech101_test,0.9439903023178163,,laion2b_s13b_b90k,0.8520953163516845,coca_ViT-L-14 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9464256368118323,,convnext_large_d,wds/wds_vtab-caltech101_test,0.9367710969043191,,laion2b_s26b_b102k_augreg,0.8437140509449466,convnext_large_d laion2b_s26b_b102k_augreg
,,,,,zeroshot_classification,,en,,0.9503697617091208,,convnext_large_d_320,wds/wds_vtab-caltech101_test,0.9341566550272802,,laion2b_s29b_b131k_ft,0.8445357436318817,convnext_large_d_320 laion2b_s29b_b131k_ft
,,,,,zeroshot_classification,,en,,0.9511914543960559,,convnext_large_d_320,wds/wds_vtab-caltech101_test,0.9347609107623961,,laion2b_s29b_b131k_ft_soup,0.847000821692687,convnext_large_d_320 laion2b_s29b_b131k_ft_soup
,,,,,zeroshot_classification,,en,,0.952177485620378,,ViT-H-14,wds/wds_vtab-caltech101_test,0.94056556868536,,laion2b_s32b_b79k,0.8496302382908792,ViT-H-14 laion2b_s32b_b79k
,,,,,zeroshot_classification,,en,,0.9679539852095317,,ViT-L-14,wds/wds_vtab-caltech101_test,0.9387916580888106,,laion2b_s32b_b82k,0.8496302382908792,ViT-L-14 laion2b_s32b_b82k
,,,,,zeroshot_classification,,en,,0.9505341002465078,,ViT-B-32,wds/wds_vtab-caltech101_test,0.9113360635781613,,laion2b_s34b_b79k,0.838455217748562,ViT-B-32 laion2b_s34b_b79k
,,,,,zeroshot_classification,,en,,0.9561216105176664,,convnext_xxlarge,wds/wds_vtab-caltech101_test,0.9429177595730215,,laion2b_s34b_b82k_augreg,0.8497945768282662,convnext_xxlarge laion2b_s34b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.952341824157765,,convnext_xxlarge,wds/wds_vtab-caltech101_test,0.9449466496657416,,laion2b_s34b_b82k_augreg_rewind,0.8488085456039441,convnext_xxlarge laion2b_s34b_b82k_augreg_rewind
,,,,,zeroshot_classification,,en,,0.952670501232539,,convnext_xxlarge,wds/wds_vtab-caltech101_test,0.9451418469734825,,laion2b_s34b_b82k_augreg_soup,0.8494658997534922,convnext_xxlarge laion2b_s34b_b82k_augreg_soup
,,,,,zeroshot_classification,,en,,0.952013147082991,,ViT-B-16,wds/wds_vtab-caltech101_test,0.9286315320220538,,laion2b_s34b_b88k,0.8382908792111751,ViT-B-16 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,0.9475760065735415,,ViT-g-14,wds/wds_vtab-caltech101_test,0.9453101465898202,,laion2b_s34b_b88k,0.8468364831552999,ViT-g-14 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,0.9735414954806902,,ViT-bigG-14,wds/wds_vtab-caltech101_test,0.9480999962032497,,laion2b_s39b_b160k,0.8627773212818406,ViT-bigG-14 laion2b_s39b_b160k
,,,,,zeroshot_classification,,en,,0.9503697617091208,,EVA02-E-14,wds/wds_vtab-caltech101_test,0.9541732463257211,,laion2b_s4b_b115k,0.8552177485620378,EVA02-E-14 laion2b_s4b_b115k
,,,,,zeroshot_classification,,en,,0.9896466721446179,,EVA02-E-14-plus,wds/wds_vtab-caltech101_test,0.9534970699287469,,laion2b_s9b_b144k,0.8783894823336073,EVA02-E-14-plus laion2b_s9b_b144k
,,,,,zeroshot_classification,,en,,0.952834839769926,,ViT-H-14-CLIPA-336,wds/wds_vtab-caltech101_test,0.9434969204860081,,laion2b,0.8463434675431388,ViT-H-14-CLIPA-336 laion2b
,,,,,zeroshot_classification,,en,,0.9544782251437962,,ViT-B-16,wds/wds_vtab-caltech101_test,0.9158292579331571,,laion400m_e31,0.8369761709120789,ViT-B-16 laion400m_e31
,,,,,zeroshot_classification,,en,,0.9510271158586688,,ViT-B-16-plus-240,wds/wds_vtab-caltech101_test,0.9216878652013266,,laion400m_e31,0.8304026294165981,ViT-B-16-plus-240 laion400m_e31
,,,,,zeroshot_classification,,en,,0.9393590797041906,,ViT-B-32,wds/wds_vtab-caltech101_test,0.8916328567245339,,laion400m_e31,0.819391947411668,ViT-B-32 laion400m_e31
,,,,,zeroshot_classification,,en,,0.9439605587510271,,ViT-B-32-quickgelu,wds/wds_vtab-caltech101_test,0.9106921304429272,,laion400m_e31,0.8320460147904684,ViT-B-32-quickgelu laion400m_e31
,,,,,zeroshot_classification,,en,,0.9403451109285127,,ViT-L-14,wds/wds_vtab-caltech101_test,0.9259309612479136,,laion400m_e31,0.8394412489728842,ViT-L-14 laion400m_e31
,,,,,zeroshot_classification,,en,,0.9533278553820871,,ViT-B-16,wds/wds_vtab-caltech101_test,0.9134346458784717,,laion400m_e32,0.8363188167625308,ViT-B-16 laion400m_e32
,,,,,zeroshot_classification,,en,,0.9515201314708299,,ViT-B-16-plus-240,wds/wds_vtab-caltech101_test,0.923948116036243,,laion400m_e32,0.8317173377156943,ViT-B-16-plus-240 laion400m_e32
,,,,,zeroshot_classification,,en,,0.9405094494658998,,ViT-B-32,wds/wds_vtab-caltech101_test,0.8919602018578214,,laion400m_e32,0.819556285949055,ViT-B-32 laion400m_e32
,,,,,zeroshot_classification,,en,,0.9441248972884141,,ViT-B-32-quickgelu,wds/wds_vtab-caltech101_test,0.9114905798775501,,laion400m_e32,0.8322103533278554,ViT-B-32-quickgelu laion400m_e32
,,,,,zeroshot_classification,,en,,0.9396877567789647,,ViT-L-14,wds/wds_vtab-caltech101_test,0.9269514264641385,,laion400m_e32,0.8400986031224322,ViT-L-14 laion400m_e32
,,,,,zeroshot_classification,,en,,0.9390304026294166,,EVA01-g-14,wds/wds_vtab-caltech101_test,0.9476616895687661,,laion400m_s11b_b41k,0.8409202958093673,EVA01-g-14 laion400m_s11b_b41k
,,,,,zeroshot_classification,,en,,0.9482333607230896,,convnext_base,wds/wds_vtab-caltech101_test,0.9151942394873748,,laion400m_s13b_b51k,0.8366474938373049,convnext_base laion400m_s13b_b51k
,,,,,zeroshot_classification,,en,,0.9395234182415777,,xlm-roberta-base-ViT-B-32,wds/wds_vtab-caltech101_test,0.907932697082658,,laion5b_s13b_b90k,0.8304026294165981,xlm-roberta-base-ViT-B-32 laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9546425636811833,,convnext_base_w_320,wds/wds_vtab-caltech101_test,0.9254394707008936,,laion_aesthetic_s13b_b82k_augreg,0.8440427280197206,convnext_base_w_320 laion_aesthetic_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.9602300739523418,,convnext_base_w_320,wds/wds_vtab-caltech101_test,0.912888192024156,,laion_aesthetic_s13b_b82k,0.8412489728841414,convnext_base_w_320 laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,0.9561216105176664,,convnext_base_w,wds/wds_vtab-caltech101_test,0.9052163261426882,,laion_aesthetic_s13b_b82k,0.8368118323746918,convnext_base_w laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,0.9554642563681183,,EVA01-g-14-plus,wds/wds_vtab-caltech101_test,0.9502681170977192,,merged2b_s11b_b114k,0.8456861133935908,EVA01-g-14-plus merged2b_s11b_b114k
,,,,,zeroshot_classification,,en,,0.9587510271158587,,EVA02-L-14,wds/wds_vtab-caltech101_test,0.9511751647556531,,merged2b_s4b_b131k,0.8494658997534922,EVA02-L-14 merged2b_s4b_b131k
,,,,,zeroshot_classification,,en,,0.9612161051766639,,EVA02-L-14-336,wds/wds_vtab-caltech101_test,0.952809816427767,,merged2b_s6b_b61k,0.8654067378800329,EVA02-L-14-336 merged2b_s6b_b61k
,,,,,zeroshot_classification,,en,,0.9602300739523418,,EVA02-B-16,wds/wds_vtab-caltech101_test,0.9302369521018057,,merged2b_s8b_b131k,0.8276088742810189,EVA02-B-16 merged2b_s8b_b131k
,,,,,zeroshot_classification,,en,,0.9582580115036976,,ViT-B-16-quickgelu,wds/wds_vtab-caltech101_test,0.9347016510282372,,metaclip_400m,0.8376335250616269,ViT-B-16-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.9580936729663106,,ViT-B-32-quickgelu,wds/wds_vtab-caltech101_test,0.9167354385440141,,metaclip_400m,0.8331963845521775,ViT-B-32-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.9720624486442071,,ViT-L-14-quickgelu,wds/wds_vtab-caltech101_test,0.9462925383314997,,metaclip_400m,0.857682826622843,ViT-L-14-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.9534921939194742,,ViT-B-16-quickgelu,wds/wds_vtab-caltech101_test,0.9326307338869522,,metaclip_fullcc,0.8461791290057519,ViT-B-16-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.9551355792933443,,ViT-B-32-quickgelu,wds/wds_vtab-caltech101_test,0.9284979966485355,,metaclip_fullcc,0.8496302382908792,ViT-B-32-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.9607230895645029,,ViT-H-14-quickgelu,wds/wds_vtab-caltech101_test,0.9533412216628804,,metaclip_fullcc,0.8691865242399343,ViT-H-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.9628594905505341,,ViT-L-14-quickgelu,wds/wds_vtab-caltech101_test,0.9524736238707149,,metaclip_fullcc,0.8705012325390304,ViT-L-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.895973705834018,,nllb-clip-base-siglip,wds/wds_vtab-caltech101_test,0.7343726189648614,,mrl,0.7485620377978636,nllb-clip-base-siglip mrl
,,,,,zeroshot_classification,,en,,0.9009038619556285,,nllb-clip-large-siglip,wds/wds_vtab-caltech101_test,0.822945059495797,,mrl,0.772062448644207,nllb-clip-large-siglip mrl
,,,,,zeroshot_classification,,en,,0.09416598192276089,,coca_ViT-B-32,wds/wds_vtab-caltech101_test,0.04406554751098634,,mscoco_finetuned_laion2b_s13b_b90k,0.02514379622021364,coca_ViT-B-32 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9776499589153657,,coca_ViT-L-14,wds/wds_vtab-caltech101_test,0.9450807598350204,,mscoco_finetuned_laion2b_s13b_b90k,0.8635990139687757,coca_ViT-L-14 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9354149548069022,,RN101,wds/wds_vtab-caltech101_test,0.8522762424240637,,openai,0.78126540673788,RN101 openai
,,,,,zeroshot_classification,,en,,0.9354149548069022,,RN101-quickgelu,wds/wds_vtab-caltech101_test,0.8522762424240637,,openai,0.78126540673788,RN101-quickgelu openai
,,,,,zeroshot_classification,,en,,0.94215283483977,,RN50,wds/wds_vtab-caltech101_test,0.8304743986406654,,openai,0.771733771569433,RN50 openai
,,,,,zeroshot_classification,,en,,0.94215283483977,,RN50-quickgelu,wds/wds_vtab-caltech101_test,0.8304743986406654,,openai,0.771733771569433,RN50-quickgelu openai
,,,,,zeroshot_classification,,en,,0.9460969597370583,,RN50x16,wds/wds_vtab-caltech101_test,0.8860849922421115,,openai,0.8069022185702547,RN50x16 openai
,,,,,zeroshot_classification,,en,,0.9364009860312243,,RN50x4,wds/wds_vtab-caltech101_test,0.8668167789885431,,openai,0.780936729663106,RN50x4 openai
,,,,,zeroshot_classification,,en,,0.9546425636811833,,RN50x64,wds/wds_vtab-caltech101_test,0.9028088512139855,,openai,0.8312243221035333,RN50x64 openai
,,,,,zeroshot_classification,,en,,0.9554642563681183,,ViT-B-16,wds/wds_vtab-caltech101_test,0.8905209515584092,,openai,0.8215283483976993,ViT-B-16 openai
,,,,,zeroshot_classification,,en,,0.9470829909613805,,ViT-B-32,wds/wds_vtab-caltech101_test,0.8761007486398087,,openai,0.8165981922760888,ViT-B-32 openai
,,,,,zeroshot_classification,,en,,0.9470829909613805,,ViT-B-32-quickgelu,wds/wds_vtab-caltech101_test,0.8761007486398087,,openai,0.8165981922760888,ViT-B-32-quickgelu openai
,,,,,zeroshot_classification,,en,,0.9536565324568611,,ViT-L-14-336,wds/wds_vtab-caltech101_test,0.9224694759635801,,openai,0.8341824157764995,ViT-L-14-336 openai
,,,,,zeroshot_classification,,en,,0.9546425636811833,,ViT-L-14,wds/wds_vtab-caltech101_test,0.9248790483972299,,openai,0.8327033689400164,ViT-L-14 openai
,,,,,zeroshot_classification,,en,,0.8386195562859491,,nllb-clip-base,wds/wds_vtab-caltech101_test,0.5914464798949999,,v1,0.6831552999178307,nllb-clip-base v1
,,,,,zeroshot_classification,,en,,0.8811832374691865,,nllb-clip-base-siglip,wds/wds_vtab-caltech101_test,0.75083393955698,,v1,0.7441248972884141,nllb-clip-base-siglip v1
,,,,,zeroshot_classification,,en,,0.8785538208709942,,nllb-clip-large,wds/wds_vtab-caltech101_test,0.7233866648104608,,v1,0.7296631059983566,nllb-clip-large v1
,,,,,zeroshot_classification,,en,,0.8870994248151192,,nllb-clip-large-siglip,wds/wds_vtab-caltech101_test,0.8425676935396704,,v1,0.7641741988496302,nllb-clip-large-siglip v1
,,,,,zeroshot_classification,,en,,0.9462612982744454,,ViT-B-16-SigLIP-256,wds/wds_vtab-caltech101_test,0.9495259157383955,,webli,0.8419063270336894,ViT-B-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,0.9482333607230896,,ViT-B-16-SigLIP-384,wds/wds_vtab-caltech101_test,0.9507704648430009,,webli,0.8412489728841414,ViT-B-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.9487263763352506,,ViT-B-16-SigLIP-512,wds/wds_vtab-caltech101_test,0.9518458651131673,,webli,0.8392769104354971,ViT-B-16-SigLIP-512 webli
,,,,,zeroshot_classification,,en,,0.9451109285127363,,ViT-B-16-SigLIP,wds/wds_vtab-caltech101_test,0.9517968078664295,,webli,0.8445357436318817,ViT-B-16-SigLIP webli
,,,,,zeroshot_classification,,en,,0.9426458504519309,,ViT-B-16-SigLIP-i18n-256,wds/wds_vtab-caltech101_test,0.9475397161450178,,webli,0.8376335250616269,ViT-B-16-SigLIP-i18n-256 webli
,,,,,zeroshot_classification,,en,,0.9567789646672145,,ViT-L-16-SigLIP-256,wds/wds_vtab-caltech101_test,0.9593173235555699,,webli,0.8489728841413311,ViT-L-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,0.9546425636811833,,ViT-L-16-SigLIP-384,wds/wds_vtab-caltech101_test,0.9610874284063398,,webli,0.8516023007395234,ViT-L-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.9599013968775678,,ViT-SO400M-14-SigLIP-384,wds/wds_vtab-caltech101_test,0.9598048237499806,,webli,0.8552177485620378,ViT-SO400M-14-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.9585866885784716,,ViT-SO400M-14-SigLIP,wds/wds_vtab-caltech101_test,0.9600367746772316,,webli,0.8603122432210353,ViT-SO400M-14-SigLIP webli
,,,,,zeroshot_classification,,en,,0.8652423993426458,,RN101,wds/wds_vtab-caltech101_test,0.5539906628892765,,yfcc15m,0.6304026294165982,RN101 yfcc15m
,,,,,zeroshot_classification,,en,,0.8696795398520953,,RN101-quickgelu,wds/wds_vtab-caltech101_test,0.5419090728252568,,yfcc15m,0.6169268693508628,RN101-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,0.8246507806080526,,RN50,wds/wds_vtab-caltech101_test,0.5085109537527535,,yfcc15m,0.5784716516023007,RN50 yfcc15m
,,,,,zeroshot_classification,,en,,0.8253081347576007,,RN50-quickgelu,wds/wds_vtab-caltech101_test,0.5090806666005451,,yfcc15m,0.5737058340180773,RN50-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,0.4843,,RN50,wds/wds_vtab-cifar100_test,0.2094,,cc12m,0.2098,RN50 cc12m
,,,,,zeroshot_classification,,en,,0.4793,,RN50-quickgelu,wds/wds_vtab-cifar100_test,0.20800000000000002,,cc12m,0.2081,RN50-quickgelu cc12m
,,,,,zeroshot_classification,,en,,0.8149,,ViT-B-16,wds/wds_vtab-cifar100_test,0.5241,,commonpool_l_basic_s1b_b8k,0.5247,ViT-B-16 commonpool_l_basic_s1b_b8k
,,,,,zeroshot_classification,,en,,0.9423,,ViT-B-16,wds/wds_vtab-cifar100_test,0.7318000000000002,,commonpool_l_clip_s1b_b8k,0.7316,ViT-B-16 commonpool_l_clip_s1b_b8k
,,,,,zeroshot_classification,,en,,0.9315,,ViT-B-16,wds/wds_vtab-cifar100_test,0.6955,,commonpool_l_image_s1b_b8k,0.6955,ViT-B-16 commonpool_l_image_s1b_b8k
,,,,,zeroshot_classification,,en,,0.934,,ViT-B-16,wds/wds_vtab-cifar100_test,0.7182000000000001,,commonpool_l_laion_s1b_b8k,0.7184,ViT-B-16 commonpool_l_laion_s1b_b8k
,,,,,zeroshot_classification,,en,,0.8952,,ViT-B-16,wds/wds_vtab-cifar100_test,0.6418,,commonpool_l_s1b_b8k,0.6421,ViT-B-16 commonpool_l_s1b_b8k
,,,,,zeroshot_classification,,en,,0.9291,,ViT-B-16,wds/wds_vtab-cifar100_test,0.7053,,commonpool_l_text_s1b_b8k,0.7055,ViT-B-16 commonpool_l_text_s1b_b8k
,,,,,zeroshot_classification,,en,,0.6721,,ViT-B-32,wds/wds_vtab-cifar100_test,0.35269999999999996,,commonpool_m_basic_s128m_b4k,0.3523,ViT-B-32 commonpool_m_basic_s128m_b4k
,,,,,zeroshot_classification,,en,,0.8453,,ViT-B-32,wds/wds_vtab-cifar100_test,0.5549999999999999,,commonpool_m_clip_s128m_b4k,0.5548,ViT-B-32 commonpool_m_clip_s128m_b4k
,,,,,zeroshot_classification,,en,,0.8126,,ViT-B-32,wds/wds_vtab-cifar100_test,0.52,,commonpool_m_image_s128m_b4k,0.5206,ViT-B-32 commonpool_m_image_s128m_b4k
,,,,,zeroshot_classification,,en,,0.8005,,ViT-B-32,wds/wds_vtab-cifar100_test,0.5014,,commonpool_m_laion_s128m_b4k,0.5009,ViT-B-32 commonpool_m_laion_s128m_b4k
,,,,,zeroshot_classification,,en,,0.7546,,ViT-B-32,wds/wds_vtab-cifar100_test,0.4396,,commonpool_m_s128m_b4k,0.4395,ViT-B-32 commonpool_m_s128m_b4k
,,,,,zeroshot_classification,,en,,0.8114,,ViT-B-32,wds/wds_vtab-cifar100_test,0.5137999999999999,,commonpool_m_text_s128m_b4k,0.5136,ViT-B-32 commonpool_m_text_s128m_b4k
,,,,,zeroshot_classification,,en,,0.3134,,ViT-B-32,wds/wds_vtab-cifar100_test,0.1151,,commonpool_s_basic_s13m_b4k,0.1152,ViT-B-32 commonpool_s_basic_s13m_b4k
,,,,,zeroshot_classification,,en,,0.4726,,ViT-B-32,wds/wds_vtab-cifar100_test,0.1937,,commonpool_s_clip_s13m_b4k,0.1938,ViT-B-32 commonpool_s_clip_s13m_b4k
,,,,,zeroshot_classification,,en,,0.373,,ViT-B-32,wds/wds_vtab-cifar100_test,0.1328,,commonpool_s_image_s13m_b4k,0.1329,ViT-B-32 commonpool_s_image_s13m_b4k
,,,,,zeroshot_classification,,en,,0.368,,ViT-B-32,wds/wds_vtab-cifar100_test,0.13479999999999998,,commonpool_s_laion_s13m_b4k,0.1347,ViT-B-32 commonpool_s_laion_s13m_b4k
,,,,,zeroshot_classification,,en,,0.3501,,ViT-B-32,wds/wds_vtab-cifar100_test,0.12929999999999997,,commonpool_s_s13m_b4k,0.1295,ViT-B-32 commonpool_s_s13m_b4k
,,,,,zeroshot_classification,,en,,0.4549,,ViT-B-32,wds/wds_vtab-cifar100_test,0.18439999999999998,,commonpool_s_text_s13m_b4k,0.1842,ViT-B-32 commonpool_s_text_s13m_b4k
,,,,,zeroshot_classification,,en,,0.9799,,ViT-L-14,wds/wds_vtab-cifar100_test,0.8613,,commonpool_xl_clip_s13b_b90k,0.8614,ViT-L-14 commonpool_xl_clip_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9782,,ViT-L-14,wds/wds_vtab-cifar100_test,0.8585,,commonpool_xl_laion_s13b_b90k,0.8588,ViT-L-14 commonpool_xl_laion_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9714,,ViT-L-14,wds/wds_vtab-cifar100_test,0.8412,,commonpool_xl_s13b_b90k,0.8414,ViT-L-14 commonpool_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9515,,ViTamin-B,wds/wds_vtab-cifar100_test,0.7811999999999999,,datacomp1b,0.7812,ViTamin-B datacomp1b
,,,,,zeroshot_classification,,en,,0.9551,,ViTamin-B-LTT,wds/wds_vtab-cifar100_test,0.7833999999999999,,datacomp1b,0.7834,ViTamin-B-LTT datacomp1b
,,,,,zeroshot_classification,,en,,0.9815,,ViTamin-L2-256,wds/wds_vtab-cifar100_test,0.8818000000000003,,datacomp1b,0.8818,ViTamin-L2-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.9834,,ViTamin-L2-336,wds/wds_vtab-cifar100_test,0.8829999999999998,,datacomp1b,0.8829,ViTamin-L2-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9805,,ViTamin-L-256,wds/wds_vtab-cifar100_test,0.8832,,datacomp1b,0.883,ViTamin-L-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.9805,,ViTamin-L2,wds/wds_vtab-cifar100_test,0.8739,,datacomp1b,0.8739,ViTamin-L2 datacomp1b
,,,,,zeroshot_classification,,en,,0.9802,,ViTamin-L-336,wds/wds_vtab-cifar100_test,0.8806000000000002,,datacomp1b,0.8807,ViTamin-L-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.979,,ViTamin-L,wds/wds_vtab-cifar100_test,0.8796999999999998,,datacomp1b,0.8796,ViTamin-L datacomp1b
,,,,,zeroshot_classification,,en,,0.9323,,ViTamin-S,wds/wds_vtab-cifar100_test,0.7191000000000001,,datacomp1b,0.719,ViTamin-S datacomp1b
,,,,,zeroshot_classification,,en,,0.928,,ViTamin-S-LTT,wds/wds_vtab-cifar100_test,0.7128,,datacomp1b,0.7131,ViTamin-S-LTT datacomp1b
,,,,,zeroshot_classification,,en,,0.9842,,ViTamin-XL-256,wds/wds_vtab-cifar100_test,0.89,,datacomp1b,0.8899,ViTamin-XL-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.9853,,ViTamin-XL-336,wds/wds_vtab-cifar100_test,0.8946999999999999,,datacomp1b,0.8946,ViTamin-XL-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9757,,ViTamin-XL-384,wds/wds_vtab-cifar100_test,0.8775000000000002,,datacomp1b,0.8773,ViTamin-XL-384 datacomp1b
,,,,,zeroshot_classification,,en,,0.9885,,ViT-bigG-14-CLIPA-336,wds/wds_vtab-cifar100_test,0.9123,,datacomp1b,0.9123,ViT-bigG-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.989,,ViT-bigG-14-CLIPA,wds/wds_vtab-cifar100_test,0.9133999999999999,,datacomp1b,0.9133,ViT-bigG-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.9846,,ViT-H-14-CLIPA-336,wds/wds_vtab-cifar100_test,0.8965000000000001,,datacomp1b,0.8966,ViT-H-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9853,,ViT-H-14-CLIPA,wds/wds_vtab-cifar100_test,0.8991,,datacomp1b,0.8993,ViT-H-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.982,,ViT-L-14-CLIPA-336,wds/wds_vtab-cifar100_test,0.8826999999999999,,datacomp1b,0.8825,ViT-L-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9819,,ViT-L-14-CLIPA,wds/wds_vtab-cifar100_test,0.8848999999999999,,datacomp1b,0.8846,ViT-L-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.9816,,MobileCLIP-B,wds/wds_vtab-cifar100_test,0.8674,,datacompdr_lt,0.8673,MobileCLIP-B datacompdr_lt
,,,,,zeroshot_classification,,en,,0.9786,,MobileCLIP-B,wds/wds_vtab-cifar100_test,0.8621999999999999,,datacompdr,0.862,MobileCLIP-B datacompdr
,,,,,zeroshot_classification,,en,,0.9581,,MobileCLIP-S1,wds/wds_vtab-cifar100_test,0.7923,,datacompdr,0.7923,MobileCLIP-S1 datacompdr
,,,,,zeroshot_classification,,en,,0.9664,,MobileCLIP-S2,wds/wds_vtab-cifar100_test,0.8131999999999999,,datacompdr,0.8131,MobileCLIP-S2 datacompdr
,,,,,zeroshot_classification,,en,,0.9482,,ViT-B-16,wds/wds_vtab-cifar100_test,0.7541,,datacomp_l_s1b_b8k,0.7542,ViT-B-16 datacomp_l_s1b_b8k
,,,,,zeroshot_classification,,en,,0.8392,,ViT-B-32,wds/wds_vtab-cifar100_test,0.5478999999999999,,datacomp_m_s128m_b4k,0.5478,ViT-B-32 datacomp_m_s128m_b4k
,,,,,zeroshot_classification,,en,,0.9686,,ViT-B-32-256,wds/wds_vtab-cifar100_test,0.8290000000000001,,datacomp_s34b_b86k,0.8286,ViT-B-32-256 datacomp_s34b_b86k
,,,,,zeroshot_classification,,en,,0.373,,ViT-B-32,wds/wds_vtab-cifar100_test,0.1328,,datacomp_s_s13m_b4k,0.1329,ViT-B-32 datacomp_s_s13m_b4k
,,,,,zeroshot_classification,,en,,0.9669,,ViT-B-16,wds/wds_vtab-cifar100_test,0.8211000000000003,,datacomp_xl_s13b_b90k,0.8212,ViT-B-16 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9632,,ViT-B-32,wds/wds_vtab-cifar100_test,0.8029,,datacomp_xl_s13b_b90k,0.8028,ViT-B-32 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.983,,ViT-L-14,wds/wds_vtab-cifar100_test,0.8735999999999998,,datacomp_xl_s13b_b90k,0.8736,ViT-L-14 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9718,,ViT-B-16,wds/wds_vtab-cifar100_test,0.8346000000000001,,dfn2b,0.8347,ViT-B-16 dfn2b
,,,,,zeroshot_classification,,en,,0.9826,,ViT-L-14-quickgelu,wds/wds_vtab-cifar100_test,0.8834000000000001,,dfn2b,0.8835,ViT-L-14-quickgelu dfn2b
,,,,,zeroshot_classification,,en,,0.9883,,ViT-H-14-378-quickgelu,wds/wds_vtab-cifar100_test,0.9044,,dfn5b,0.9044,ViT-H-14-378-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,0.9889,,ViT-H-14-quickgelu,wds/wds_vtab-cifar100_test,0.9048000000000002,,dfn5b,0.9048,ViT-H-14-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,0.9728,,xlm-roberta-large-ViT-H-14,wds/wds_vtab-cifar100_test,0.8431000000000001,,frozen_laion5b_s13b_b90k,0.8432,xlm-roberta-large-ViT-H-14 frozen_laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9417,,ViT-B-32,wds/wds_vtab-cifar100_test,0.7545999999999998,,laion2b_e16,0.7542,ViT-B-32 laion2b_e16
,,,,,zeroshot_classification,,en,,0.9396,,roberta-ViT-B-32,wds/wds_vtab-cifar100_test,0.7502999999999999,,laion2b_s12b_b32k,0.7504,roberta-ViT-B-32 laion2b_s12b_b32k
,,,,,zeroshot_classification,,en,,0.973,,ViT-g-14,wds/wds_vtab-cifar100_test,0.8391000000000001,,laion2b_s12b_b42k,0.839,ViT-g-14 laion2b_s12b_b42k
,,,,,zeroshot_classification,,en,,0.961,,convnext_base_w,wds/wds_vtab-cifar100_test,0.8022,,laion2b_s13b_b82k_augreg,0.802,convnext_base_w laion2b_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.9435,,convnext_base_w,wds/wds_vtab-cifar100_test,0.7527000000000001,,laion2b_s13b_b82k,0.7526,convnext_base_w laion2b_s13b_b82k
,,,,,zeroshot_classification,,en,,0.9352,,coca_ViT-B-32,wds/wds_vtab-cifar100_test,0.7397000000000001,,laion2b_s13b_b90k,0.7397,coca_ViT-B-32 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9625,,coca_ViT-L-14,wds/wds_vtab-cifar100_test,0.8314999999999999,,laion2b_s13b_b90k,0.8318,coca_ViT-L-14 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9719,,convnext_large_d,wds/wds_vtab-cifar100_test,0.8310000000000002,,laion2b_s26b_b102k_augreg,0.8306,convnext_large_d laion2b_s26b_b102k_augreg
,,,,,zeroshot_classification,,en,,0.9701,,convnext_large_d_320,wds/wds_vtab-cifar100_test,0.8318000000000001,,laion2b_s29b_b131k_ft,0.8318,convnext_large_d_320 laion2b_s29b_b131k_ft
,,,,,zeroshot_classification,,en,,0.9715,,convnext_large_d_320,wds/wds_vtab-cifar100_test,0.8301999999999999,,laion2b_s29b_b131k_ft_soup,0.8308,convnext_large_d_320 laion2b_s29b_b131k_ft_soup
,,,,,zeroshot_classification,,en,,0.9735,,ViT-H-14,wds/wds_vtab-cifar100_test,0.8472000000000002,,laion2b_s32b_b79k,0.8472,ViT-H-14 laion2b_s32b_b79k
,,,,,zeroshot_classification,,en,,0.9659,,ViT-L-14,wds/wds_vtab-cifar100_test,0.8333000000000002,,laion2b_s32b_b82k,0.8336,ViT-L-14 laion2b_s32b_b82k
,,,,,zeroshot_classification,,en,,0.9384,,ViT-B-32,wds/wds_vtab-cifar100_test,0.7552000000000001,,laion2b_s34b_b79k,0.7553,ViT-B-32 laion2b_s34b_b79k
,,,,,zeroshot_classification,,en,,0.9813,,convnext_xxlarge,wds/wds_vtab-cifar100_test,0.8675999999999999,,laion2b_s34b_b82k_augreg,0.8674,convnext_xxlarge laion2b_s34b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.9824,,convnext_xxlarge,wds/wds_vtab-cifar100_test,0.8686,,laion2b_s34b_b82k_augreg_rewind,0.8687,convnext_xxlarge laion2b_s34b_b82k_augreg_rewind
,,,,,zeroshot_classification,,en,,0.9826,,convnext_xxlarge,wds/wds_vtab-cifar100_test,0.8689,,laion2b_s34b_b82k_augreg_soup,0.8687,convnext_xxlarge laion2b_s34b_b82k_augreg_soup
,,,,,zeroshot_classification,,en,,0.9462,,ViT-B-16,wds/wds_vtab-cifar100_test,0.7683000000000001,,laion2b_s34b_b88k,0.7682,ViT-B-16 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,0.9699,,ViT-g-14,wds/wds_vtab-cifar100_test,0.8466,,laion2b_s34b_b88k,0.8466,ViT-g-14 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,0.9785,,ViT-bigG-14,wds/wds_vtab-cifar100_test,0.8754,,laion2b_s39b_b160k,0.8752,ViT-bigG-14 laion2b_s39b_b160k
,,,,,zeroshot_classification,,en,,0.9939,,EVA02-E-14,wds/wds_vtab-cifar100_test,0.9258000000000003,,laion2b_s4b_b115k,0.9258,EVA02-E-14 laion2b_s4b_b115k
,,,,,zeroshot_classification,,en,,0.992,,EVA02-E-14-plus,wds/wds_vtab-cifar100_test,0.9319,,laion2b_s9b_b144k,0.9315,EVA02-E-14-plus laion2b_s9b_b144k
,,,,,zeroshot_classification,,en,,0.9773,,ViT-H-14-CLIPA-336,wds/wds_vtab-cifar100_test,0.8643000000000001,,laion2b,0.8641,ViT-H-14-CLIPA-336 laion2b
,,,,,zeroshot_classification,,en,,0.9194,,ViT-B-16,wds/wds_vtab-cifar100_test,0.7127999999999999,,laion400m_e31,0.7128,ViT-B-16 laion400m_e31
,,,,,zeroshot_classification,,en,,0.9312,,ViT-B-16-plus-240,wds/wds_vtab-cifar100_test,0.7329000000000001,,laion400m_e31,0.7328,ViT-B-16-plus-240 laion400m_e31
,,,,,zeroshot_classification,,en,,0.9025,,ViT-B-32,wds/wds_vtab-cifar100_test,0.6779000000000002,,laion400m_e31,0.6776,ViT-B-32 laion400m_e31
,,,,,zeroshot_classification,,en,,0.9242,,ViT-B-32-quickgelu,wds/wds_vtab-cifar100_test,0.7024999999999999,,laion400m_e31,0.7026,ViT-B-32-quickgelu laion400m_e31
,,,,,zeroshot_classification,,en,,0.948,,ViT-L-14,wds/wds_vtab-cifar100_test,0.7736000000000002,,laion400m_e31,0.7736,ViT-L-14 laion400m_e31
,,,,,zeroshot_classification,,en,,0.9207,,ViT-B-16,wds/wds_vtab-cifar100_test,0.7116,,laion400m_e32,0.7115,ViT-B-16 laion400m_e32
,,,,,zeroshot_classification,,en,,0.934,,ViT-B-16-plus-240,wds/wds_vtab-cifar100_test,0.7377000000000001,,laion400m_e32,0.7377,ViT-B-16-plus-240 laion400m_e32
,,,,,zeroshot_classification,,en,,0.9036,,ViT-B-32,wds/wds_vtab-cifar100_test,0.6771999999999998,,laion400m_e32,0.6775,ViT-B-32 laion400m_e32
,,,,,zeroshot_classification,,en,,0.9242,,ViT-B-32-quickgelu,wds/wds_vtab-cifar100_test,0.7027000000000001,,laion400m_e32,0.7024,ViT-B-32-quickgelu laion400m_e32
,,,,,zeroshot_classification,,en,,0.947,,ViT-L-14,wds/wds_vtab-cifar100_test,0.7739,,laion400m_e32,0.7739,ViT-L-14 laion400m_e32
,,,,,zeroshot_classification,,en,,0.9811,,EVA01-g-14,wds/wds_vtab-cifar100_test,0.8865000000000001,,laion400m_s11b_b41k,0.8867,EVA01-g-14 laion400m_s11b_b41k
,,,,,zeroshot_classification,,en,,0.8892,,convnext_base,wds/wds_vtab-cifar100_test,0.6463,,laion400m_s13b_b51k,0.6464,convnext_base laion400m_s13b_b51k
,,,,,zeroshot_classification,,en,,0.9499,,xlm-roberta-base-ViT-B-32,wds/wds_vtab-cifar100_test,0.7653,,laion5b_s13b_b90k,0.7655,xlm-roberta-base-ViT-B-32 laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8715,,convnext_base_w_320,wds/wds_vtab-cifar100_test,0.6518999999999999,,laion_aesthetic_s13b_b82k_augreg,0.6522,convnext_base_w_320 laion_aesthetic_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.8396,,convnext_base_w_320,wds/wds_vtab-cifar100_test,0.5908000000000001,,laion_aesthetic_s13b_b82k,0.5905,convnext_base_w_320 laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,0.8577,,convnext_base_w,wds/wds_vtab-cifar100_test,0.6115000000000002,,laion_aesthetic_s13b_b82k,0.6118,convnext_base_w laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,0.9871,,EVA01-g-14-plus,wds/wds_vtab-cifar100_test,0.9007000000000001,,merged2b_s11b_b114k,0.901,EVA01-g-14-plus merged2b_s11b_b114k
,,,,,zeroshot_classification,,en,,0.9855,,EVA02-L-14,wds/wds_vtab-cifar100_test,0.9070999999999998,,merged2b_s4b_b131k,0.9071,EVA02-L-14 merged2b_s4b_b131k
,,,,,zeroshot_classification,,en,,0.9816,,EVA02-L-14-336,wds/wds_vtab-cifar100_test,0.898,,merged2b_s6b_b61k,0.8979,EVA02-L-14-336 merged2b_s6b_b61k
,,,,,zeroshot_classification,,en,,0.9787,,EVA02-B-16,wds/wds_vtab-cifar100_test,0.8769999999999999,,merged2b_s8b_b131k,0.8772,EVA02-B-16 merged2b_s8b_b131k
,,,,,zeroshot_classification,,en,,0.8867,,ViT-B-16-quickgelu,wds/wds_vtab-cifar100_test,0.6656000000000002,,metaclip_400m,0.6662,ViT-B-16-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.9098,,ViT-B-32-quickgelu,wds/wds_vtab-cifar100_test,0.7008,,metaclip_400m,0.7005,ViT-B-32-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.933,,ViT-L-14-quickgelu,wds/wds_vtab-cifar100_test,0.7727,,metaclip_400m,0.7728,ViT-L-14-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.9542,,ViT-B-16-quickgelu,wds/wds_vtab-cifar100_test,0.7887000000000001,,metaclip_fullcc,0.7891,ViT-B-16-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.9497,,ViT-B-32-quickgelu,wds/wds_vtab-cifar100_test,0.7766,,metaclip_fullcc,0.7767,ViT-B-32-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.9708,,ViT-H-14-quickgelu,wds/wds_vtab-cifar100_test,0.8632000000000001,,metaclip_fullcc,0.8634,ViT-H-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.9687,,ViT-L-14-quickgelu,wds/wds_vtab-cifar100_test,0.8410000000000002,,metaclip_fullcc,0.841,ViT-L-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.7939,,nllb-clip-base-siglip,wds/wds_vtab-cifar100_test,0.5728,,mrl,0.5728,nllb-clip-base-siglip mrl
,,,,,zeroshot_classification,,en,,0.8629,,nllb-clip-large-siglip,wds/wds_vtab-cifar100_test,0.6672,,mrl,0.6671,nllb-clip-large-siglip mrl
,,,,,zeroshot_classification,,en,,0.0838,,coca_ViT-B-32,wds/wds_vtab-cifar100_test,0.017300000000000003,,mscoco_finetuned_laion2b_s13b_b90k,0.0173,coca_ViT-B-32 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9467,,coca_ViT-L-14,wds/wds_vtab-cifar100_test,0.7968000000000001,,mscoco_finetuned_laion2b_s13b_b90k,0.7971,coca_ViT-L-14 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.7679,,RN101,wds/wds_vtab-cifar100_test,0.4764999999999999,,openai,0.4759,RN101 openai
,,,,,zeroshot_classification,,en,,0.7679,,RN101-quickgelu,wds/wds_vtab-cifar100_test,0.4764999999999999,,openai,0.4759,RN101-quickgelu openai
,,,,,zeroshot_classification,,en,,0.7217,,RN50,wds/wds_vtab-cifar100_test,0.40349999999999997,,openai,0.4033,RN50 openai
,,,,,zeroshot_classification,,en,,0.7217,,RN50-quickgelu,wds/wds_vtab-cifar100_test,0.40349999999999997,,openai,0.4033,RN50-quickgelu openai
,,,,,zeroshot_classification,,en,,0.7885,,RN50x16,wds/wds_vtab-cifar100_test,0.5221,,openai,0.5217,RN50x16 openai
,,,,,zeroshot_classification,,en,,0.7434,,RN50x4,wds/wds_vtab-cifar100_test,0.45169999999999993,,openai,0.4511,RN50x4 openai
,,,,,zeroshot_classification,,en,,0.841,,RN50x64,wds/wds_vtab-cifar100_test,0.5987,,openai,0.5989,RN50x64 openai
,,,,,zeroshot_classification,,en,,0.892,,ViT-B-16,wds/wds_vtab-cifar100_test,0.6694,,openai,0.6697,ViT-B-16 openai
,,,,,zeroshot_classification,,en,,0.8876,,ViT-B-32,wds/wds_vtab-cifar100_test,0.6419,,openai,0.6422,ViT-B-32 openai
,,,,,zeroshot_classification,,en,,0.8876,,ViT-B-32-quickgelu,wds/wds_vtab-cifar100_test,0.6419,,openai,0.6422,ViT-B-32-quickgelu openai
,,,,,zeroshot_classification,,en,,0.929,,ViT-L-14-336,wds/wds_vtab-cifar100_test,0.7437999999999998,,openai,0.7433,ViT-L-14-336 openai
,,,,,zeroshot_classification,,en,,0.9278,,ViT-L-14,wds/wds_vtab-cifar100_test,0.7583999999999999,,openai,0.7585,ViT-L-14 openai
,,,,,zeroshot_classification,,en,,0.7467,,nllb-clip-base,wds/wds_vtab-cifar100_test,0.48340000000000005,,v1,0.4835,nllb-clip-base v1
,,,,,zeroshot_classification,,en,,0.7518,,nllb-clip-base-siglip,wds/wds_vtab-cifar100_test,0.5428999999999999,,v1,0.5428,nllb-clip-base-siglip v1
,,,,,zeroshot_classification,,en,,0.8837,,nllb-clip-large,wds/wds_vtab-cifar100_test,0.6801999999999999,,v1,0.6797,nllb-clip-large v1
,,,,,zeroshot_classification,,en,,0.8336,,nllb-clip-large-siglip,wds/wds_vtab-cifar100_test,0.634,,v1,0.6342,nllb-clip-large-siglip v1
,,,,,zeroshot_classification,,en,,0.9135,,ViT-B-16-SigLIP-256,wds/wds_vtab-cifar100_test,0.7325,,webli,0.7326,ViT-B-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,0.9101,,ViT-B-16-SigLIP-384,wds/wds_vtab-cifar100_test,0.7149,,webli,0.7148,ViT-B-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.9067,,ViT-B-16-SigLIP-512,wds/wds_vtab-cifar100_test,0.7141999999999998,,webli,0.7142,ViT-B-16-SigLIP-512 webli
,,,,,zeroshot_classification,,en,,0.9095,,ViT-B-16-SigLIP,wds/wds_vtab-cifar100_test,0.7217999999999999,,webli,0.7215,ViT-B-16-SigLIP webli
,,,,,zeroshot_classification,,en,,0.9117,,ViT-B-16-SigLIP-i18n-256,wds/wds_vtab-cifar100_test,0.7215000000000003,,webli,0.7215,ViT-B-16-SigLIP-i18n-256 webli
,,,,,zeroshot_classification,,en,,0.9502,,ViT-L-16-SigLIP-256,wds/wds_vtab-cifar100_test,0.819,,webli,0.8191,ViT-L-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,0.9491,,ViT-L-16-SigLIP-384,wds/wds_vtab-cifar100_test,0.8184,,webli,0.8185,ViT-L-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.9607,,ViT-SO400M-14-SigLIP-384,wds/wds_vtab-cifar100_test,0.8359000000000001,,webli,0.8359,ViT-SO400M-14-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.9595,,ViT-SO400M-14-SigLIP,wds/wds_vtab-cifar100_test,0.8412,,webli,0.8413,ViT-SO400M-14-SigLIP webli
,,,,,zeroshot_classification,,en,,0.4596,,RN101,wds/wds_vtab-cifar100_test,0.21960000000000005,,yfcc15m,0.2198,RN101 yfcc15m
,,,,,zeroshot_classification,,en,,0.4804,,RN101-quickgelu,wds/wds_vtab-cifar100_test,0.22610000000000002,,yfcc15m,0.226,RN101-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,0.4407,,RN50,wds/wds_vtab-cifar100_test,0.18560000000000001,,yfcc15m,0.1858,RN50 yfcc15m
,,,,,zeroshot_classification,,en,,0.4531,,RN50-quickgelu,wds/wds_vtab-cifar100_test,0.2032,,yfcc15m,0.2032,RN50-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,0.7990666666666667,,RN50,wds/wds_vtab-clevr_closest_object_distance_test,0.1750197091898491,,cc12m,0.1342,RN50 cc12m
,,,,,zeroshot_classification,,en,,0.8004,,RN50-quickgelu,wds/wds_vtab-clevr_closest_object_distance_test,0.1736021751045509,,cc12m,0.11806666666666667,RN50-quickgelu cc12m
,,,,,zeroshot_classification,,en,,0.8002666666666667,,ViT-B-16,wds/wds_vtab-clevr_closest_object_distance_test,0.1676663946698116,,commonpool_l_basic_s1b_b8k,0.1582,ViT-B-16 commonpool_l_basic_s1b_b8k
,,,,,zeroshot_classification,,en,,0.7762,,ViT-B-16,wds/wds_vtab-clevr_closest_object_distance_test,0.17570615728641228,,commonpool_l_clip_s1b_b8k,0.16673333333333334,ViT-B-16 commonpool_l_clip_s1b_b8k
,,,,,zeroshot_classification,,en,,0.92,,ViT-B-16,wds/wds_vtab-clevr_closest_object_distance_test,0.1561278115725981,,commonpool_l_image_s1b_b8k,0.19573333333333334,ViT-B-16 commonpool_l_image_s1b_b8k
,,,,,zeroshot_classification,,en,,0.8254,,ViT-B-16,wds/wds_vtab-clevr_closest_object_distance_test,0.20881877622666475,,commonpool_l_laion_s1b_b8k,0.21933333333333332,ViT-B-16 commonpool_l_laion_s1b_b8k
,,,,,zeroshot_classification,,en,,0.8001333333333334,,ViT-B-16,wds/wds_vtab-clevr_closest_object_distance_test,0.16645638258972642,,commonpool_l_s1b_b8k,0.158,ViT-B-16 commonpool_l_s1b_b8k
,,,,,zeroshot_classification,,en,,0.8942666666666667,,ViT-B-16,wds/wds_vtab-clevr_closest_object_distance_test,0.1574897803329234,,commonpool_l_text_s1b_b8k,0.15246666666666667,ViT-B-16 commonpool_l_text_s1b_b8k
,,,,,zeroshot_classification,,en,,0.8758,,ViT-B-32,wds/wds_vtab-clevr_closest_object_distance_test,0.16692191262444242,,commonpool_m_basic_s128m_b4k,0.158,ViT-B-32 commonpool_m_basic_s128m_b4k
,,,,,zeroshot_classification,,en,,0.9163333333333333,,ViT-B-32,wds/wds_vtab-clevr_closest_object_distance_test,0.16320221714702413,,commonpool_m_clip_s128m_b4k,0.21566666666666667,ViT-B-32 commonpool_m_clip_s128m_b4k
,,,,,zeroshot_classification,,en,,0.8432,,ViT-B-32,wds/wds_vtab-clevr_closest_object_distance_test,0.16094045275901528,,commonpool_m_image_s128m_b4k,0.17713333333333334,ViT-B-32 commonpool_m_image_s128m_b4k
,,,,,zeroshot_classification,,en,,0.8888666666666667,,ViT-B-32,wds/wds_vtab-clevr_closest_object_distance_test,0.165124720858602,,commonpool_m_laion_s128m_b4k,0.1928,ViT-B-32 commonpool_m_laion_s128m_b4k
,,,,,zeroshot_classification,,en,,0.927,,ViT-B-32,wds/wds_vtab-clevr_closest_object_distance_test,0.1626372387191861,,commonpool_m_s128m_b4k,0.15693333333333334,ViT-B-32 commonpool_m_s128m_b4k
,,,,,zeroshot_classification,,en,,0.923,,ViT-B-32,wds/wds_vtab-clevr_closest_object_distance_test,0.18066874448800377,,commonpool_m_text_s128m_b4k,0.24113333333333334,ViT-B-32 commonpool_m_text_s128m_b4k
,,,,,zeroshot_classification,,en,,0.9116666666666666,,ViT-B-32,wds/wds_vtab-clevr_closest_object_distance_test,0.17998317539938902,,commonpool_s_basic_s13m_b4k,0.1606,ViT-B-32 commonpool_s_basic_s13m_b4k
,,,,,zeroshot_classification,,en,,0.9057333333333333,,ViT-B-32,wds/wds_vtab-clevr_closest_object_distance_test,0.15428397005174638,,commonpool_s_clip_s13m_b4k,0.16,ViT-B-32 commonpool_s_clip_s13m_b4k
,,,,,zeroshot_classification,,en,,0.9080666666666667,,ViT-B-32,wds/wds_vtab-clevr_closest_object_distance_test,0.1962835102004327,,commonpool_s_image_s13m_b4k,0.22873333333333334,ViT-B-32 commonpool_s_image_s13m_b4k
,,,,,zeroshot_classification,,en,,0.7672666666666667,,ViT-B-32,wds/wds_vtab-clevr_closest_object_distance_test,0.1745997888291626,,commonpool_s_laion_s13m_b4k,0.14986666666666668,ViT-B-32 commonpool_s_laion_s13m_b4k
,,,,,zeroshot_classification,,en,,0.8468,,ViT-B-32,wds/wds_vtab-clevr_closest_object_distance_test,0.1622522607752442,,commonpool_s_s13m_b4k,0.15533333333333332,ViT-B-32 commonpool_s_s13m_b4k
,,,,,zeroshot_classification,,en,,0.8848,,ViT-B-32,wds/wds_vtab-clevr_closest_object_distance_test,0.16975912322785205,,commonpool_s_text_s13m_b4k,0.16353333333333334,ViT-B-32 commonpool_s_text_s13m_b4k
,,,,,zeroshot_classification,,en,,0.9098,,ViT-L-14,wds/wds_vtab-clevr_closest_object_distance_test,0.15136372030352763,,commonpool_xl_clip_s13b_b90k,0.16886666666666666,ViT-L-14 commonpool_xl_clip_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9387333333333333,,ViT-L-14,wds/wds_vtab-clevr_closest_object_distance_test,0.18245131277166962,,commonpool_xl_laion_s13b_b90k,0.2338,ViT-L-14 commonpool_xl_laion_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9126666666666666,,ViT-L-14,wds/wds_vtab-clevr_closest_object_distance_test,0.17143387880191296,,commonpool_xl_s13b_b90k,0.24453333333333332,ViT-L-14 commonpool_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9106,,ViTamin-B,wds/wds_vtab-clevr_closest_object_distance_test,0.1668032786885246,,datacomp1b,0.24513333333333334,ViTamin-B datacomp1b
,,,,,zeroshot_classification,,en,,0.9411333333333334,,ViTamin-B-LTT,wds/wds_vtab-clevr_closest_object_distance_test,0.15297671281770975,,datacomp1b,0.20806666666666668,ViTamin-B-LTT datacomp1b
,,,,,zeroshot_classification,,en,,0.7748666666666667,,ViTamin-L2-256,wds/wds_vtab-clevr_closest_object_distance_test,0.1806793300661517,,datacomp1b,0.1602,ViTamin-L2-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.7753333333333333,,ViTamin-L2-336,wds/wds_vtab-clevr_closest_object_distance_test,0.1699106567397096,,datacomp1b,0.15766666666666668,ViTamin-L2-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9089333333333334,,ViTamin-L-256,wds/wds_vtab-clevr_closest_object_distance_test,0.15151913661211175,,datacomp1b,0.1928,ViTamin-L-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.7942666666666667,,ViTamin-L2,wds/wds_vtab-clevr_closest_object_distance_test,0.17213190096844752,,datacomp1b,0.15806666666666666,ViTamin-L2 datacomp1b
,,,,,zeroshot_classification,,en,,0.8994,,ViTamin-L-336,wds/wds_vtab-clevr_closest_object_distance_test,0.1514253366693032,,datacomp1b,0.19046666666666667,ViTamin-L-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9072,,ViTamin-L,wds/wds_vtab-clevr_closest_object_distance_test,0.1505557631144664,,datacomp1b,0.1984,ViTamin-L datacomp1b
,,,,,zeroshot_classification,,en,,0.9226666666666666,,ViTamin-S,wds/wds_vtab-clevr_closest_object_distance_test,0.1721569352418133,,datacomp1b,0.24753333333333333,ViTamin-S datacomp1b
,,,,,zeroshot_classification,,en,,0.9463333333333334,,ViTamin-S-LTT,wds/wds_vtab-clevr_closest_object_distance_test,0.18039121037829334,,datacomp1b,0.20113333333333333,ViTamin-S-LTT datacomp1b
,,,,,zeroshot_classification,,en,,0.7770666666666667,,ViTamin-XL-256,wds/wds_vtab-clevr_closest_object_distance_test,0.23300996057273293,,datacomp1b,0.16,ViTamin-XL-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.7962666666666667,,ViTamin-XL-336,wds/wds_vtab-clevr_closest_object_distance_test,0.21343927970302737,,datacomp1b,0.13126666666666667,ViTamin-XL-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.7625333333333333,,ViTamin-XL-384,wds/wds_vtab-clevr_closest_object_distance_test,0.22968976966175556,,datacomp1b,0.15333333333333332,ViTamin-XL-384 datacomp1b
,,,,,zeroshot_classification,,en,,0.8998666666666667,,ViT-bigG-14-CLIPA-336,wds/wds_vtab-clevr_closest_object_distance_test,0.27414205083678567,,datacomp1b,0.22626666666666667,ViT-bigG-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9086,,ViT-bigG-14-CLIPA,wds/wds_vtab-clevr_closest_object_distance_test,0.2464490809748725,,datacomp1b,0.2298,ViT-bigG-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.9408666666666666,,ViT-H-14-CLIPA-336,wds/wds_vtab-clevr_closest_object_distance_test,0.16679200546932957,,datacomp1b,0.22533333333333333,ViT-H-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9459333333333333,,ViT-H-14-CLIPA,wds/wds_vtab-clevr_closest_object_distance_test,0.16725113661525434,,datacomp1b,0.2256,ViT-H-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.9092,,ViT-L-14-CLIPA-336,wds/wds_vtab-clevr_closest_object_distance_test,0.16645706400331312,,datacomp1b,0.23766666666666666,ViT-L-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.909,,ViT-L-14-CLIPA,wds/wds_vtab-clevr_closest_object_distance_test,0.16791309360636644,,datacomp1b,0.2408,ViT-L-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.8006666666666666,,MobileCLIP-B,wds/wds_vtab-clevr_closest_object_distance_test,0.20833465624480496,,datacompdr_lt,0.2408,MobileCLIP-B datacompdr_lt
,,,,,zeroshot_classification,,en,,0.9394666666666667,,MobileCLIP-B,wds/wds_vtab-clevr_closest_object_distance_test,0.16498550419588084,,datacompdr,0.24133333333333334,MobileCLIP-B datacompdr
,,,,,zeroshot_classification,,en,,0.9164666666666667,,MobileCLIP-S1,wds/wds_vtab-clevr_closest_object_distance_test,0.16962543055043433,,datacompdr,0.16333333333333333,MobileCLIP-S1 datacompdr
,,,,,zeroshot_classification,,en,,0.8100666666666667,,MobileCLIP-S2,wds/wds_vtab-clevr_closest_object_distance_test,0.16640940496538295,,datacompdr,0.18766666666666668,MobileCLIP-S2 datacompdr
,,,,,zeroshot_classification,,en,,0.9217333333333333,,ViT-B-16,wds/wds_vtab-clevr_closest_object_distance_test,0.1898239873006349,,datacomp_l_s1b_b8k,0.24653333333333333,ViT-B-16 datacomp_l_s1b_b8k
,,,,,zeroshot_classification,,en,,0.9099333333333334,,ViT-B-32,wds/wds_vtab-clevr_closest_object_distance_test,0.1664148625469141,,datacomp_m_s128m_b4k,0.22466666666666665,ViT-B-32 datacomp_m_s128m_b4k
,,,,,zeroshot_classification,,en,,0.9399333333333333,,ViT-B-32-256,wds/wds_vtab-clevr_closest_object_distance_test,0.167830818263731,,datacomp_s34b_b86k,0.15813333333333332,ViT-B-32-256 datacomp_s34b_b86k
,,,,,zeroshot_classification,,en,,0.9080666666666667,,ViT-B-32,wds/wds_vtab-clevr_closest_object_distance_test,0.1962835102004327,,datacomp_s_s13m_b4k,0.22873333333333334,ViT-B-32 datacomp_s_s13m_b4k
,,,,,zeroshot_classification,,en,,0.9187333333333333,,ViT-B-16,wds/wds_vtab-clevr_closest_object_distance_test,0.17218458522326083,,datacomp_xl_s13b_b90k,0.23613333333333333,ViT-B-16 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9251333333333334,,ViT-B-32,wds/wds_vtab-clevr_closest_object_distance_test,0.14816165410192858,,datacomp_xl_s13b_b90k,0.20573333333333332,ViT-B-32 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8388,,ViT-L-14,wds/wds_vtab-clevr_closest_object_distance_test,0.20947908988575872,,datacomp_xl_s13b_b90k,0.25206666666666666,ViT-L-14 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9098,,ViT-B-16,wds/wds_vtab-clevr_closest_object_distance_test,0.14991780121450804,,dfn2b,0.18006666666666668,ViT-B-16 dfn2b
,,,,,zeroshot_classification,,en,,0.9198666666666667,,ViT-L-14-quickgelu,wds/wds_vtab-clevr_closest_object_distance_test,0.15192072990672287,,dfn2b,0.16493333333333332,ViT-L-14-quickgelu dfn2b
,,,,,zeroshot_classification,,en,,0.9093333333333333,,ViT-H-14-378-quickgelu,wds/wds_vtab-clevr_closest_object_distance_test,0.15773746177327763,,dfn5b,0.20893333333333333,ViT-H-14-378-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,0.9094,,ViT-H-14-quickgelu,wds/wds_vtab-clevr_closest_object_distance_test,0.1566919523112616,,dfn5b,0.2126,ViT-H-14-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,0.9088666666666667,,xlm-roberta-large-ViT-H-14,wds/wds_vtab-clevr_closest_object_distance_test,0.16918999596348416,,frozen_laion5b_s13b_b90k,0.20553333333333335,xlm-roberta-large-ViT-H-14 frozen_laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8714,,ViT-B-32,wds/wds_vtab-clevr_closest_object_distance_test,0.18594963311054327,,laion2b_e16,0.16766666666666666,ViT-B-32 laion2b_e16
,,,,,zeroshot_classification,,en,,0.9091333333333333,,roberta-ViT-B-32,wds/wds_vtab-clevr_closest_object_distance_test,0.16736259466831868,,laion2b_s12b_b32k,0.20106666666666667,roberta-ViT-B-32 laion2b_s12b_b32k
,,,,,zeroshot_classification,,en,,0.7792,,ViT-g-14,wds/wds_vtab-clevr_closest_object_distance_test,0.23159841676192827,,laion2b_s12b_b42k,0.175,ViT-g-14 laion2b_s12b_b42k
,,,,,zeroshot_classification,,en,,0.9240666666666667,,convnext_base_w,wds/wds_vtab-clevr_closest_object_distance_test,0.16659656957674918,,laion2b_s13b_b82k_augreg,0.24506666666666665,convnext_base_w laion2b_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.8712666666666666,,convnext_base_w,wds/wds_vtab-clevr_closest_object_distance_test,0.16486419245170447,,laion2b_s13b_b82k,0.1892,convnext_base_w laion2b_s13b_b82k
,,,,,zeroshot_classification,,en,,0.9132666666666667,,coca_ViT-B-32,wds/wds_vtab-clevr_closest_object_distance_test,0.15277796019220513,,laion2b_s13b_b90k,0.14906666666666665,coca_ViT-B-32 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9142666666666667,,coca_ViT-L-14,wds/wds_vtab-clevr_closest_object_distance_test,0.22132480119894574,,laion2b_s13b_b90k,0.17233333333333334,coca_ViT-L-14 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.915,,convnext_large_d,wds/wds_vtab-clevr_closest_object_distance_test,0.16666666666666666,,laion2b_s26b_b102k_augreg,0.19973333333333335,convnext_large_d laion2b_s26b_b102k_augreg
,,,,,zeroshot_classification,,en,,0.9142,,convnext_large_d_320,wds/wds_vtab-clevr_closest_object_distance_test,0.16637883276117643,,laion2b_s29b_b131k_ft,0.2,convnext_large_d_320 laion2b_s29b_b131k_ft
,,,,,zeroshot_classification,,en,,0.9092,,convnext_large_d_320,wds/wds_vtab-clevr_closest_object_distance_test,0.1667810738341486,,laion2b_s29b_b131k_ft_soup,0.20126666666666668,convnext_large_d_320 laion2b_s29b_b131k_ft_soup
,,,,,zeroshot_classification,,en,,0.8854666666666666,,ViT-H-14,wds/wds_vtab-clevr_closest_object_distance_test,0.19785845332890917,,laion2b_s32b_b79k,0.1686,ViT-H-14 laion2b_s32b_b79k
,,,,,zeroshot_classification,,en,,0.9134,,ViT-L-14,wds/wds_vtab-clevr_closest_object_distance_test,0.17454328450736947,,laion2b_s32b_b82k,0.161,ViT-L-14 laion2b_s32b_b82k
,,,,,zeroshot_classification,,en,,0.9092666666666667,,ViT-B-32,wds/wds_vtab-clevr_closest_object_distance_test,0.13823115314829024,,laion2b_s34b_b79k,0.1888,ViT-B-32 laion2b_s34b_b79k
,,,,,zeroshot_classification,,en,,0.8912666666666667,,convnext_xxlarge,wds/wds_vtab-clevr_closest_object_distance_test,0.2137583647367304,,laion2b_s34b_b82k_augreg,0.17133333333333334,convnext_xxlarge laion2b_s34b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.8656666666666667,,convnext_xxlarge,wds/wds_vtab-clevr_closest_object_distance_test,0.17042183981920392,,laion2b_s34b_b82k_augreg_rewind,0.15926666666666667,convnext_xxlarge laion2b_s34b_b82k_augreg_rewind
,,,,,zeroshot_classification,,en,,0.8702,,convnext_xxlarge,wds/wds_vtab-clevr_closest_object_distance_test,0.17820463554208474,,laion2b_s34b_b82k_augreg_soup,0.16233333333333333,convnext_xxlarge laion2b_s34b_b82k_augreg_soup
,,,,,zeroshot_classification,,en,,0.9191333333333334,,ViT-B-16,wds/wds_vtab-clevr_closest_object_distance_test,0.1640935221630915,,laion2b_s34b_b88k,0.21113333333333334,ViT-B-16 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,0.852,,ViT-g-14,wds/wds_vtab-clevr_closest_object_distance_test,0.20105365360939,,laion2b_s34b_b88k,0.1842,ViT-g-14 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,0.8773333333333333,,ViT-bigG-14,wds/wds_vtab-clevr_closest_object_distance_test,0.16823771190408296,,laion2b_s39b_b160k,0.20046666666666665,ViT-bigG-14 laion2b_s39b_b160k
,,,,,zeroshot_classification,,en,,0.8972666666666667,,EVA02-E-14,wds/wds_vtab-clevr_closest_object_distance_test,0.17211486595561376,,laion2b_s4b_b115k,0.16133333333333333,EVA02-E-14 laion2b_s4b_b115k
,,,,,zeroshot_classification,,en,,0.818,,EVA02-E-14-plus,wds/wds_vtab-clevr_closest_object_distance_test,0.16666666666666666,,laion2b_s9b_b144k,0.19973333333333335,EVA02-E-14-plus laion2b_s9b_b144k
,,,,,zeroshot_classification,,en,,0.8998666666666667,,ViT-H-14-CLIPA-336,wds/wds_vtab-clevr_closest_object_distance_test,0.23079144826490014,,laion2b,0.22386666666666666,ViT-H-14-CLIPA-336 laion2b
,,,,,zeroshot_classification,,en,,0.8173333333333334,,ViT-B-16,wds/wds_vtab-clevr_closest_object_distance_test,0.16666666666666666,,laion400m_e31,0.24506666666666665,ViT-B-16 laion400m_e31
,,,,,zeroshot_classification,,en,,0.8741333333333333,,ViT-B-16-plus-240,wds/wds_vtab-clevr_closest_object_distance_test,0.17006986235041846,,laion400m_e31,0.15946666666666667,ViT-B-16-plus-240 laion400m_e31
,,,,,zeroshot_classification,,en,,0.9334,,ViT-B-32,wds/wds_vtab-clevr_closest_object_distance_test,0.17471624014768675,,laion400m_e31,0.16126666666666667,ViT-B-32 laion400m_e31
,,,,,zeroshot_classification,,en,,0.9320666666666667,,ViT-B-32-quickgelu,wds/wds_vtab-clevr_closest_object_distance_test,0.16784553648702724,,laion400m_e31,0.1592,ViT-B-32-quickgelu laion400m_e31
,,,,,zeroshot_classification,,en,,0.91,,ViT-L-14,wds/wds_vtab-clevr_closest_object_distance_test,0.14353640223685368,,laion400m_e31,0.1494,ViT-L-14 laion400m_e31
,,,,,zeroshot_classification,,en,,0.8262666666666667,,ViT-B-16,wds/wds_vtab-clevr_closest_object_distance_test,0.16666666666666666,,laion400m_e32,0.24506666666666665,ViT-B-16 laion400m_e32
,,,,,zeroshot_classification,,en,,0.8711333333333333,,ViT-B-16-plus-240,wds/wds_vtab-clevr_closest_object_distance_test,0.16999953886237348,,laion400m_e32,0.1594,ViT-B-16-plus-240 laion400m_e32
,,,,,zeroshot_classification,,en,,0.9348,,ViT-B-32,wds/wds_vtab-clevr_closest_object_distance_test,0.17318438759805907,,laion400m_e32,0.1608,ViT-B-32 laion400m_e32
,,,,,zeroshot_classification,,en,,0.9312,,ViT-B-32-quickgelu,wds/wds_vtab-clevr_closest_object_distance_test,0.16759507611129365,,laion400m_e32,0.15913333333333332,ViT-B-32-quickgelu laion400m_e32
,,,,,zeroshot_classification,,en,,0.9100666666666667,,ViT-L-14,wds/wds_vtab-clevr_closest_object_distance_test,0.14512027011224285,,laion400m_e32,0.14913333333333334,ViT-L-14 laion400m_e32
,,,,,zeroshot_classification,,en,,0.9084666666666666,,EVA01-g-14,wds/wds_vtab-clevr_closest_object_distance_test,0.15478187864107107,,laion400m_s11b_b41k,0.17133333333333334,EVA01-g-14 laion400m_s11b_b41k
,,,,,zeroshot_classification,,en,,0.9138666666666667,,convnext_base,wds/wds_vtab-clevr_closest_object_distance_test,0.1612164375622453,,laion400m_s13b_b51k,0.15553333333333333,convnext_base laion400m_s13b_b51k
,,,,,zeroshot_classification,,en,,0.9086,,xlm-roberta-base-ViT-B-32,wds/wds_vtab-clevr_closest_object_distance_test,0.16725177760893137,,laion5b_s13b_b90k,0.20253333333333334,xlm-roberta-base-ViT-B-32 laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9036,,convnext_base_w_320,wds/wds_vtab-clevr_closest_object_distance_test,0.13202312763781548,,laion_aesthetic_s13b_b82k_augreg,0.16493333333333332,convnext_base_w_320 laion_aesthetic_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.9108666666666667,,convnext_base_w_320,wds/wds_vtab-clevr_closest_object_distance_test,0.16512013248930008,,laion_aesthetic_s13b_b82k,0.2144,convnext_base_w_320 laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,0.8166666666666667,,convnext_base_w,wds/wds_vtab-clevr_closest_object_distance_test,0.17527518250827476,,laion_aesthetic_s13b_b82k,0.19573333333333334,convnext_base_w laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,0.8659333333333333,,EVA01-g-14-plus,wds/wds_vtab-clevr_closest_object_distance_test,0.16623262087570034,,merged2b_s11b_b114k,0.1574,EVA01-g-14-plus merged2b_s11b_b114k
,,,,,zeroshot_classification,,en,,0.9096666666666666,,EVA02-L-14,wds/wds_vtab-clevr_closest_object_distance_test,0.16186390903828599,,merged2b_s4b_b131k,0.2032,EVA02-L-14 merged2b_s4b_b131k
,,,,,zeroshot_classification,,en,,0.9145333333333333,,EVA02-L-14-336,wds/wds_vtab-clevr_closest_object_distance_test,0.17600937723306717,,merged2b_s6b_b61k,0.1728,EVA02-L-14-336 merged2b_s6b_b61k
,,,,,zeroshot_classification,,en,,0.9296,,EVA02-B-16,wds/wds_vtab-clevr_closest_object_distance_test,0.1648961620971999,,merged2b_s8b_b131k,0.15693333333333334,EVA02-B-16 merged2b_s8b_b131k
,,,,,zeroshot_classification,,en,,0.9156666666666666,,ViT-B-16-quickgelu,wds/wds_vtab-clevr_closest_object_distance_test,0.16577691460429247,,metaclip_400m,0.2244,ViT-B-16-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.9091333333333333,,ViT-B-32-quickgelu,wds/wds_vtab-clevr_closest_object_distance_test,0.1599693300826894,,metaclip_400m,0.194,ViT-B-32-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.8858666666666667,,ViT-L-14-quickgelu,wds/wds_vtab-clevr_closest_object_distance_test,0.218081653422872,,metaclip_400m,0.2637333333333333,ViT-L-14-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.9222666666666667,,ViT-B-16-quickgelu,wds/wds_vtab-clevr_closest_object_distance_test,0.16702085101438977,,metaclip_fullcc,0.2262,ViT-B-16-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.916,,ViT-B-32-quickgelu,wds/wds_vtab-clevr_closest_object_distance_test,0.16724117264683325,,metaclip_fullcc,0.2294,ViT-B-32-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.9006666666666666,,ViT-H-14-quickgelu,wds/wds_vtab-clevr_closest_object_distance_test,0.24534778377792632,,metaclip_fullcc,0.20146666666666666,ViT-H-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.9219333333333334,,ViT-L-14-quickgelu,wds/wds_vtab-clevr_closest_object_distance_test,0.16672872804639038,,metaclip_fullcc,0.22593333333333335,ViT-L-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.9083333333333333,,nllb-clip-base-siglip,wds/wds_vtab-clevr_closest_object_distance_test,0.16666666666666666,,mrl,0.2254,nllb-clip-base-siglip mrl
,,,,,zeroshot_classification,,en,,0.9094666666666666,,nllb-clip-large-siglip,wds/wds_vtab-clevr_closest_object_distance_test,0.16666666666666666,,mrl,0.2254,nllb-clip-large-siglip mrl
,,,,,zeroshot_classification,,en,,0.8671333333333333,,coca_ViT-B-32,wds/wds_vtab-clevr_closest_object_distance_test,0.16441499634799067,,mscoco_finetuned_laion2b_s13b_b90k,0.20186666666666667,coca_ViT-B-32 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9164,,coca_ViT-L-14,wds/wds_vtab-clevr_closest_object_distance_test,0.22110182363827965,,mscoco_finetuned_laion2b_s13b_b90k,0.21573333333333333,coca_ViT-L-14 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.7580666666666667,,RN101,wds/wds_vtab-clevr_closest_object_distance_test,0.1814769991651036,,openai,0.12973333333333334,RN101 openai
,,,,,zeroshot_classification,,en,,0.7580666666666667,,RN101-quickgelu,wds/wds_vtab-clevr_closest_object_distance_test,0.1814769991651036,,openai,0.12973333333333334,RN101-quickgelu openai
,,,,,zeroshot_classification,,en,,0.9029333333333334,,RN50,wds/wds_vtab-clevr_closest_object_distance_test,0.2126430463083915,,openai,0.1464,RN50 openai
,,,,,zeroshot_classification,,en,,0.9029333333333334,,RN50-quickgelu,wds/wds_vtab-clevr_closest_object_distance_test,0.2126430463083915,,openai,0.1464,RN50-quickgelu openai
,,,,,zeroshot_classification,,en,,0.9144666666666666,,RN50x16,wds/wds_vtab-clevr_closest_object_distance_test,0.20995637117944868,,openai,0.21226666666666666,RN50x16 openai
,,,,,zeroshot_classification,,en,,0.9008,,RN50x4,wds/wds_vtab-clevr_closest_object_distance_test,0.16772555394157385,,openai,0.0824,RN50x4 openai
,,,,,zeroshot_classification,,en,,0.9095333333333333,,RN50x64,wds/wds_vtab-clevr_closest_object_distance_test,0.16608142944279625,,openai,0.19946666666666665,RN50x64 openai
,,,,,zeroshot_classification,,en,,0.8012666666666667,,ViT-B-16,wds/wds_vtab-clevr_closest_object_distance_test,0.16774342302460168,,openai,0.15826666666666667,ViT-B-16 openai
,,,,,zeroshot_classification,,en,,0.9095333333333333,,ViT-B-32,wds/wds_vtab-clevr_closest_object_distance_test,0.16284238455598862,,openai,0.1642,ViT-B-32 openai
,,,,,zeroshot_classification,,en,,0.9095333333333333,,ViT-B-32-quickgelu,wds/wds_vtab-clevr_closest_object_distance_test,0.16284238455598862,,openai,0.1642,ViT-B-32-quickgelu openai
,,,,,zeroshot_classification,,en,,0.8797333333333334,,ViT-L-14-336,wds/wds_vtab-clevr_closest_object_distance_test,0.18261944221065105,,openai,0.158,ViT-L-14-336 openai
,,,,,zeroshot_classification,,en,,0.9084,,ViT-L-14,wds/wds_vtab-clevr_closest_object_distance_test,0.17813690828873463,,openai,0.16093333333333334,ViT-L-14 openai
,,,,,zeroshot_classification,,en,,0.9094666666666666,,nllb-clip-base,wds/wds_vtab-clevr_closest_object_distance_test,0.16666666666666666,,v1,0.2254,nllb-clip-base v1
,,,,,zeroshot_classification,,en,,0.9122,,nllb-clip-base-siglip,wds/wds_vtab-clevr_closest_object_distance_test,0.16678880215859873,,v1,0.22533333333333333,nllb-clip-base-siglip v1
,,,,,zeroshot_classification,,en,,0.9078666666666667,,nllb-clip-large,wds/wds_vtab-clevr_closest_object_distance_test,0.16666666666666666,,v1,0.2254,nllb-clip-large v1
,,,,,zeroshot_classification,,en,,0.9096666666666666,,nllb-clip-large-siglip,wds/wds_vtab-clevr_closest_object_distance_test,0.16052078812384726,,v1,0.2154,nllb-clip-large-siglip v1
,,,,,zeroshot_classification,,en,,0.9071333333333333,,ViT-B-16-SigLIP-256,wds/wds_vtab-clevr_closest_object_distance_test,0.18193623084216656,,webli,0.23426666666666668,ViT-B-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,0.9014,,ViT-B-16-SigLIP-384,wds/wds_vtab-clevr_closest_object_distance_test,0.17391001804990577,,webli,0.22326666666666667,ViT-B-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.9058666666666667,,ViT-B-16-SigLIP-512,wds/wds_vtab-clevr_closest_object_distance_test,0.1734288377479387,,webli,0.2234,ViT-B-16-SigLIP-512 webli
,,,,,zeroshot_classification,,en,,0.8996666666666666,,ViT-B-16-SigLIP,wds/wds_vtab-clevr_closest_object_distance_test,0.18886005613823745,,webli,0.24073333333333333,ViT-B-16-SigLIP webli
,,,,,zeroshot_classification,,en,,0.7500666666666667,,ViT-B-16-SigLIP-i18n-256,wds/wds_vtab-clevr_closest_object_distance_test,0.21203936680840926,,webli,0.2008,ViT-B-16-SigLIP-i18n-256 webli
,,,,,zeroshot_classification,,en,,0.9178666666666667,,ViT-L-16-SigLIP-256,wds/wds_vtab-clevr_closest_object_distance_test,0.17549601446971852,,webli,0.21493333333333334,ViT-L-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,0.9206,,ViT-L-16-SigLIP-384,wds/wds_vtab-clevr_closest_object_distance_test,0.1688615424792234,,webli,0.20766666666666667,ViT-L-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.9219333333333334,,ViT-SO400M-14-SigLIP-384,wds/wds_vtab-clevr_closest_object_distance_test,0.17811865174260677,,webli,0.22426666666666667,ViT-SO400M-14-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.9006,,ViT-SO400M-14-SigLIP,wds/wds_vtab-clevr_closest_object_distance_test,0.16461309084046674,,webli,0.22113333333333332,ViT-SO400M-14-SigLIP webli
,,,,,zeroshot_classification,,en,,0.8987333333333334,,RN101,wds/wds_vtab-clevr_closest_object_distance_test,0.16621714545293442,,yfcc15m,0.1578,RN101 yfcc15m
,,,,,zeroshot_classification,,en,,0.8960666666666667,,RN101-quickgelu,wds/wds_vtab-clevr_closest_object_distance_test,0.16668702145210734,,yfcc15m,0.15806666666666666,RN101-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,0.8481333333333333,,RN50,wds/wds_vtab-clevr_closest_object_distance_test,0.17549374170540225,,yfcc15m,0.18386666666666668,RN50 yfcc15m
,,,,,zeroshot_classification,,en,,0.7810666666666667,,RN50-quickgelu,wds/wds_vtab-clevr_closest_object_distance_test,0.1484529139821613,,yfcc15m,0.13946666666666666,RN50-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,0.7230666666666666,,RN50,wds/wds_vtab-clevr_count_all_test,0.20667473743672837,,cc12m,0.20706666666666668,RN50 cc12m
,,,,,zeroshot_classification,,en,,0.6928,,RN50-quickgelu,wds/wds_vtab-clevr_count_all_test,0.2054543329731399,,cc12m,0.20586666666666667,RN50-quickgelu cc12m
,,,,,zeroshot_classification,,en,,0.6565333333333333,,ViT-B-16,wds/wds_vtab-clevr_count_all_test,0.20277511928383626,,commonpool_l_basic_s1b_b8k,0.20633333333333334,ViT-B-16 commonpool_l_basic_s1b_b8k
,,,,,zeroshot_classification,,en,,0.6882,,ViT-B-16,wds/wds_vtab-clevr_count_all_test,0.26664846706568013,,commonpool_l_clip_s1b_b8k,0.2702,ViT-B-16 commonpool_l_clip_s1b_b8k
,,,,,zeroshot_classification,,en,,0.7546666666666667,,ViT-B-16,wds/wds_vtab-clevr_count_all_test,0.2141251331802762,,commonpool_l_image_s1b_b8k,0.21413333333333334,ViT-B-16 commonpool_l_image_s1b_b8k
,,,,,zeroshot_classification,,en,,0.8843333333333333,,ViT-B-16,wds/wds_vtab-clevr_count_all_test,0.2638582674890513,,commonpool_l_laion_s1b_b8k,0.26893333333333336,ViT-B-16 commonpool_l_laion_s1b_b8k
,,,,,zeroshot_classification,,en,,0.6718666666666666,,ViT-B-16,wds/wds_vtab-clevr_count_all_test,0.16005624979172403,,commonpool_l_s1b_b8k,0.16026666666666667,ViT-B-16 commonpool_l_s1b_b8k
,,,,,zeroshot_classification,,en,,0.7125333333333334,,ViT-B-16,wds/wds_vtab-clevr_count_all_test,0.17751826147126304,,commonpool_l_text_s1b_b8k,0.1816,ViT-B-16 commonpool_l_text_s1b_b8k
,,,,,zeroshot_classification,,en,,0.6434,,ViT-B-32,wds/wds_vtab-clevr_count_all_test,0.14217079633798882,,commonpool_m_basic_s128m_b4k,0.14213333333333333,ViT-B-32 commonpool_m_basic_s128m_b4k
,,,,,zeroshot_classification,,en,,0.6280666666666667,,ViT-B-32,wds/wds_vtab-clevr_count_all_test,0.1385850157295312,,commonpool_m_clip_s128m_b4k,0.1404,ViT-B-32 commonpool_m_clip_s128m_b4k
,,,,,zeroshot_classification,,en,,0.6250666666666667,,ViT-B-32,wds/wds_vtab-clevr_count_all_test,0.12790679626447696,,commonpool_m_image_s128m_b4k,0.12993333333333335,ViT-B-32 commonpool_m_image_s128m_b4k
,,,,,zeroshot_classification,,en,,0.6735333333333333,,ViT-B-32,wds/wds_vtab-clevr_count_all_test,0.1600702222877226,,commonpool_m_laion_s128m_b4k,0.16226666666666667,ViT-B-32 commonpool_m_laion_s128m_b4k
,,,,,zeroshot_classification,,en,,0.6148,,ViT-B-32,wds/wds_vtab-clevr_count_all_test,0.12480242360379347,,commonpool_m_s128m_b4k,0.12633333333333333,ViT-B-32 commonpool_m_s128m_b4k
,,,,,zeroshot_classification,,en,,0.6725333333333333,,ViT-B-32,wds/wds_vtab-clevr_count_all_test,0.1886590807547056,,commonpool_m_text_s128m_b4k,0.18946666666666667,ViT-B-32 commonpool_m_text_s128m_b4k
,,,,,zeroshot_classification,,en,,0.6339333333333333,,ViT-B-32,wds/wds_vtab-clevr_count_all_test,0.1231187460487891,,commonpool_s_basic_s13m_b4k,0.12453333333333333,ViT-B-32 commonpool_s_basic_s13m_b4k
,,,,,zeroshot_classification,,en,,0.6346,,ViT-B-32,wds/wds_vtab-clevr_count_all_test,0.1544408968793528,,commonpool_s_clip_s13m_b4k,0.15286666666666668,ViT-B-32 commonpool_s_clip_s13m_b4k
,,,,,zeroshot_classification,,en,,0.6026666666666667,,ViT-B-32,wds/wds_vtab-clevr_count_all_test,0.1149036952066184,,commonpool_s_image_s13m_b4k,0.1122,ViT-B-32 commonpool_s_image_s13m_b4k
,,,,,zeroshot_classification,,en,,0.6066,,ViT-B-32,wds/wds_vtab-clevr_count_all_test,0.13015370911610175,,commonpool_s_laion_s13m_b4k,0.1308,ViT-B-32 commonpool_s_laion_s13m_b4k
,,,,,zeroshot_classification,,en,,0.5983333333333334,,ViT-B-32,wds/wds_vtab-clevr_count_all_test,0.13137800475756503,,commonpool_s_s13m_b4k,0.1302,ViT-B-32 commonpool_s_s13m_b4k
,,,,,zeroshot_classification,,en,,0.6505333333333333,,ViT-B-32,wds/wds_vtab-clevr_count_all_test,0.1317806317838957,,commonpool_s_text_s13m_b4k,0.13526666666666667,ViT-B-32 commonpool_s_text_s13m_b4k
,,,,,zeroshot_classification,,en,,0.7742666666666667,,ViT-L-14,wds/wds_vtab-clevr_count_all_test,0.24988641975836529,,commonpool_xl_clip_s13b_b90k,0.25406666666666666,ViT-L-14 commonpool_xl_clip_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9840666666666666,,ViT-L-14,wds/wds_vtab-clevr_count_all_test,0.3751155680971117,,commonpool_xl_laion_s13b_b90k,0.38253333333333334,ViT-L-14 commonpool_xl_laion_s13b_b90k
,,,,,zeroshot_classification,,en,,0.6971333333333334,,ViT-L-14,wds/wds_vtab-clevr_count_all_test,0.19382157499693675,,commonpool_xl_s13b_b90k,0.199,ViT-L-14 commonpool_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8226,,ViTamin-B,wds/wds_vtab-clevr_count_all_test,0.25104304929685134,,datacomp1b,0.254,ViTamin-B datacomp1b
,,,,,zeroshot_classification,,en,,0.7611333333333333,,ViTamin-B-LTT,wds/wds_vtab-clevr_count_all_test,0.20658809175425014,,datacomp1b,0.20933333333333334,ViTamin-B-LTT datacomp1b
,,,,,zeroshot_classification,,en,,0.7880666666666667,,ViTamin-L2-256,wds/wds_vtab-clevr_count_all_test,0.29549648657228905,,datacomp1b,0.2974,ViTamin-L2-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.7662666666666667,,ViTamin-L2-336,wds/wds_vtab-clevr_count_all_test,0.29931986991793325,,datacomp1b,0.3015333333333333,ViTamin-L2-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.8684,,ViTamin-L-256,wds/wds_vtab-clevr_count_all_test,0.326068852128212,,datacomp1b,0.33213333333333334,ViTamin-L-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.7965333333333333,,ViTamin-L2,wds/wds_vtab-clevr_count_all_test,0.28562400513877556,,datacomp1b,0.28673333333333334,ViTamin-L2 datacomp1b
,,,,,zeroshot_classification,,en,,0.8281333333333334,,ViTamin-L-336,wds/wds_vtab-clevr_count_all_test,0.2608385158073109,,datacomp1b,0.26613333333333333,ViTamin-L-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.8888,,ViTamin-L,wds/wds_vtab-clevr_count_all_test,0.35027426174997345,,datacomp1b,0.3548,ViTamin-L datacomp1b
,,,,,zeroshot_classification,,en,,0.6362666666666666,,ViTamin-S,wds/wds_vtab-clevr_count_all_test,0.1398431074141659,,datacomp1b,0.14186666666666667,ViTamin-S datacomp1b
,,,,,zeroshot_classification,,en,,0.6566,,ViTamin-S-LTT,wds/wds_vtab-clevr_count_all_test,0.15718276778198492,,datacomp1b,0.16013333333333332,ViTamin-S-LTT datacomp1b
,,,,,zeroshot_classification,,en,,0.8794666666666666,,ViTamin-XL-256,wds/wds_vtab-clevr_count_all_test,0.29426825804127754,,datacomp1b,0.2936,ViTamin-XL-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.9208,,ViTamin-XL-336,wds/wds_vtab-clevr_count_all_test,0.27722035090763575,,datacomp1b,0.27673333333333333,ViTamin-XL-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.8096,,ViTamin-XL-384,wds/wds_vtab-clevr_count_all_test,0.1973200145427549,,datacomp1b,0.19713333333333333,ViTamin-XL-384 datacomp1b
,,,,,zeroshot_classification,,en,,0.6499333333333334,,ViT-bigG-14-CLIPA-336,wds/wds_vtab-clevr_count_all_test,0.13747973317617126,,datacomp1b,0.14006666666666667,ViT-bigG-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.6386,,ViT-bigG-14-CLIPA,wds/wds_vtab-clevr_count_all_test,0.13387352502579225,,datacomp1b,0.136,ViT-bigG-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.6455333333333333,,ViT-H-14-CLIPA-336,wds/wds_vtab-clevr_count_all_test,0.13101706332157312,,datacomp1b,0.1328,ViT-H-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.6484666666666666,,ViT-H-14-CLIPA,wds/wds_vtab-clevr_count_all_test,0.14904468417293365,,datacomp1b,0.1514,ViT-H-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.7230666666666666,,ViT-L-14-CLIPA-336,wds/wds_vtab-clevr_count_all_test,0.15532923397068074,,datacomp1b,0.1576,ViT-L-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.7902666666666667,,ViT-L-14-CLIPA,wds/wds_vtab-clevr_count_all_test,0.18430725597683897,,datacomp1b,0.18566666666666667,ViT-L-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.9024,,MobileCLIP-B,wds/wds_vtab-clevr_count_all_test,0.33628237126310373,,datacompdr_lt,0.3404,MobileCLIP-B datacompdr_lt
,,,,,zeroshot_classification,,en,,0.8472,,MobileCLIP-B,wds/wds_vtab-clevr_count_all_test,0.2953032852513353,,datacompdr,0.29846666666666666,MobileCLIP-B datacompdr
,,,,,zeroshot_classification,,en,,0.7896666666666666,,MobileCLIP-S1,wds/wds_vtab-clevr_count_all_test,0.1961074413232227,,datacompdr,0.1994,MobileCLIP-S1 datacompdr
,,,,,zeroshot_classification,,en,,0.9237333333333333,,MobileCLIP-S2,wds/wds_vtab-clevr_count_all_test,0.3326971928905393,,datacompdr,0.33553333333333335,MobileCLIP-S2 datacompdr
,,,,,zeroshot_classification,,en,,0.7352666666666666,,ViT-B-16,wds/wds_vtab-clevr_count_all_test,0.22852129583920228,,datacomp_l_s1b_b8k,0.2306,ViT-B-16 datacomp_l_s1b_b8k
,,,,,zeroshot_classification,,en,,0.6271333333333333,,ViT-B-32,wds/wds_vtab-clevr_count_all_test,0.13650673256432605,,datacomp_m_s128m_b4k,0.13693333333333332,ViT-B-32 datacomp_m_s128m_b4k
,,,,,zeroshot_classification,,en,,0.7436,,ViT-B-32-256,wds/wds_vtab-clevr_count_all_test,0.24581957920375797,,datacomp_s34b_b86k,0.2494,ViT-B-32-256 datacomp_s34b_b86k
,,,,,zeroshot_classification,,en,,0.6026666666666667,,ViT-B-32,wds/wds_vtab-clevr_count_all_test,0.1149036952066184,,datacomp_s_s13m_b4k,0.1122,ViT-B-32 datacomp_s_s13m_b4k
,,,,,zeroshot_classification,,en,,0.8236,,ViT-B-16,wds/wds_vtab-clevr_count_all_test,0.32261057773332313,,datacomp_xl_s13b_b90k,0.32706666666666667,ViT-B-16 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.6353333333333333,,ViT-B-32,wds/wds_vtab-clevr_count_all_test,0.127727163015593,,datacomp_xl_s13b_b90k,0.12953333333333333,ViT-B-32 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8310666666666666,,ViT-L-14,wds/wds_vtab-clevr_count_all_test,0.35198668129919286,,datacomp_xl_s13b_b90k,0.3566666666666667,ViT-L-14 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8663333333333333,,ViT-B-16,wds/wds_vtab-clevr_count_all_test,0.2328508178587422,,dfn2b,0.23186666666666667,ViT-B-16 dfn2b
,,,,,zeroshot_classification,,en,,0.8585333333333334,,ViT-L-14-quickgelu,wds/wds_vtab-clevr_count_all_test,0.331680532434678,,dfn2b,0.3336,ViT-L-14-quickgelu dfn2b
,,,,,zeroshot_classification,,en,,0.9691333333333333,,ViT-H-14-378-quickgelu,wds/wds_vtab-clevr_count_all_test,0.36118305661665384,,dfn5b,0.36,ViT-H-14-378-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,0.9216,,ViT-H-14-quickgelu,wds/wds_vtab-clevr_count_all_test,0.29645938343110384,,dfn5b,0.2966,ViT-H-14-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,0.9608,,xlm-roberta-large-ViT-H-14,wds/wds_vtab-clevr_count_all_test,0.3367471768865223,,frozen_laion5b_s13b_b90k,0.3372,xlm-roberta-large-ViT-H-14 frozen_laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.7960666666666667,,ViT-B-32,wds/wds_vtab-clevr_count_all_test,0.1877246707739391,,laion2b_e16,0.19193333333333334,ViT-B-32 laion2b_e16
,,,,,zeroshot_classification,,en,,0.6634666666666666,,roberta-ViT-B-32,wds/wds_vtab-clevr_count_all_test,0.14450807898676843,,laion2b_s12b_b32k,0.14733333333333334,roberta-ViT-B-32 laion2b_s12b_b32k
,,,,,zeroshot_classification,,en,,0.9494666666666667,,ViT-g-14,wds/wds_vtab-clevr_count_all_test,0.3250110026035992,,laion2b_s12b_b42k,0.33193333333333336,ViT-g-14 laion2b_s12b_b42k
,,,,,zeroshot_classification,,en,,0.9347333333333333,,convnext_base_w,wds/wds_vtab-clevr_count_all_test,0.33129688368280674,,laion2b_s13b_b82k_augreg,0.3302,convnext_base_w laion2b_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.8412,,convnext_base_w,wds/wds_vtab-clevr_count_all_test,0.2354612004884042,,laion2b_s13b_b82k,0.23953333333333332,convnext_base_w laion2b_s13b_b82k
,,,,,zeroshot_classification,,en,,0.6439333333333334,,coca_ViT-B-32,wds/wds_vtab-clevr_count_all_test,0.18684682608407882,,laion2b_s13b_b90k,0.18886666666666665,coca_ViT-B-32 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9560666666666666,,coca_ViT-L-14,wds/wds_vtab-clevr_count_all_test,0.3473799938613842,,laion2b_s13b_b90k,0.35846666666666666,coca_ViT-L-14 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8932666666666667,,convnext_large_d,wds/wds_vtab-clevr_count_all_test,0.34612319679510795,,laion2b_s26b_b102k_augreg,0.34873333333333334,convnext_large_d laion2b_s26b_b102k_augreg
,,,,,zeroshot_classification,,en,,0.9216666666666666,,convnext_large_d_320,wds/wds_vtab-clevr_count_all_test,0.3711815331833689,,laion2b_s29b_b131k_ft,0.37066666666666664,convnext_large_d_320 laion2b_s29b_b131k_ft
,,,,,zeroshot_classification,,en,,0.9234,,convnext_large_d_320,wds/wds_vtab-clevr_count_all_test,0.4268103304095231,,laion2b_s29b_b131k_ft_soup,0.43106666666666665,convnext_large_d_320 laion2b_s29b_b131k_ft_soup
,,,,,zeroshot_classification,,en,,0.8893333333333333,,ViT-H-14,wds/wds_vtab-clevr_count_all_test,0.2660078038270958,,laion2b_s32b_b79k,0.2687333333333333,ViT-H-14 laion2b_s32b_b79k
,,,,,zeroshot_classification,,en,,0.7969333333333334,,ViT-L-14,wds/wds_vtab-clevr_count_all_test,0.3106963500103321,,laion2b_s32b_b82k,0.31206666666666666,ViT-L-14 laion2b_s32b_b82k
,,,,,zeroshot_classification,,en,,0.6971333333333334,,ViT-B-32,wds/wds_vtab-clevr_count_all_test,0.15122699578811502,,laion2b_s34b_b79k,0.15353333333333333,ViT-B-32 laion2b_s34b_b79k
,,,,,zeroshot_classification,,en,,0.6982,,convnext_xxlarge,wds/wds_vtab-clevr_count_all_test,0.13748873222574,,laion2b_s34b_b82k_augreg,0.1404,convnext_xxlarge laion2b_s34b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.7369333333333333,,convnext_xxlarge,wds/wds_vtab-clevr_count_all_test,0.16132943456812396,,laion2b_s34b_b82k_augreg_rewind,0.166,convnext_xxlarge laion2b_s34b_b82k_augreg_rewind
,,,,,zeroshot_classification,,en,,0.721,,convnext_xxlarge,wds/wds_vtab-clevr_count_all_test,0.14328691344452057,,laion2b_s34b_b82k_augreg_soup,0.1472,convnext_xxlarge laion2b_s34b_b82k_augreg_soup
,,,,,zeroshot_classification,,en,,0.6798666666666666,,ViT-B-16,wds/wds_vtab-clevr_count_all_test,0.2113299455512484,,laion2b_s34b_b88k,0.21513333333333334,ViT-B-16 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,0.942,,ViT-g-14,wds/wds_vtab-clevr_count_all_test,0.37116230374380144,,laion2b_s34b_b88k,0.3768666666666667,ViT-g-14 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,0.8092666666666667,,ViT-bigG-14,wds/wds_vtab-clevr_count_all_test,0.2971602586891717,,laion2b_s39b_b160k,0.299,ViT-bigG-14 laion2b_s39b_b160k
,,,,,zeroshot_classification,,en,,0.7468,,EVA02-E-14,wds/wds_vtab-clevr_count_all_test,0.16109523972706438,,laion2b_s4b_b115k,0.16353333333333334,EVA02-E-14 laion2b_s4b_b115k
,,,,,zeroshot_classification,,en,,0.8216,,EVA02-E-14-plus,wds/wds_vtab-clevr_count_all_test,0.30071576521458254,,laion2b_s9b_b144k,0.3002,EVA02-E-14-plus laion2b_s9b_b144k
,,,,,zeroshot_classification,,en,,0.6400666666666667,,ViT-H-14-CLIPA-336,wds/wds_vtab-clevr_count_all_test,0.1802376963846394,,laion2b,0.1832,ViT-H-14-CLIPA-336 laion2b
,,,,,zeroshot_classification,,en,,0.9030666666666667,,ViT-B-16,wds/wds_vtab-clevr_count_all_test,0.2843108495216788,,laion400m_e31,0.2889333333333333,ViT-B-16 laion400m_e31
,,,,,zeroshot_classification,,en,,0.8080666666666667,,ViT-B-16-plus-240,wds/wds_vtab-clevr_count_all_test,0.23673875342463552,,laion400m_e31,0.23913333333333334,ViT-B-16-plus-240 laion400m_e31
,,,,,zeroshot_classification,,en,,0.6994666666666667,,ViT-B-32,wds/wds_vtab-clevr_count_all_test,0.1522652653237411,,laion400m_e31,0.15493333333333334,ViT-B-32 laion400m_e31
,,,,,zeroshot_classification,,en,,0.7186666666666667,,ViT-B-32-quickgelu,wds/wds_vtab-clevr_count_all_test,0.16328220308842895,,laion400m_e31,0.16566666666666666,ViT-B-32-quickgelu laion400m_e31
,,,,,zeroshot_classification,,en,,0.7876,,ViT-L-14,wds/wds_vtab-clevr_count_all_test,0.23851352011475405,,laion400m_e31,0.24206666666666668,ViT-L-14 laion400m_e31
,,,,,zeroshot_classification,,en,,0.9035333333333333,,ViT-B-16,wds/wds_vtab-clevr_count_all_test,0.2823900608128707,,laion400m_e32,0.2870666666666667,ViT-B-16 laion400m_e32
,,,,,zeroshot_classification,,en,,0.8087333333333333,,ViT-B-16-plus-240,wds/wds_vtab-clevr_count_all_test,0.23593306412404563,,laion400m_e32,0.2384,ViT-B-16-plus-240 laion400m_e32
,,,,,zeroshot_classification,,en,,0.6967333333333333,,ViT-B-32,wds/wds_vtab-clevr_count_all_test,0.15076009655245498,,laion400m_e32,0.1534,ViT-B-32 laion400m_e32
,,,,,zeroshot_classification,,en,,0.7138666666666666,,ViT-B-32-quickgelu,wds/wds_vtab-clevr_count_all_test,0.1600750241612583,,laion400m_e32,0.1622,ViT-B-32-quickgelu laion400m_e32
,,,,,zeroshot_classification,,en,,0.7894666666666666,,ViT-L-14,wds/wds_vtab-clevr_count_all_test,0.23866456764104527,,laion400m_e32,0.24293333333333333,ViT-L-14 laion400m_e32
,,,,,zeroshot_classification,,en,,0.7066,,EVA01-g-14,wds/wds_vtab-clevr_count_all_test,0.19302634580410424,,laion400m_s11b_b41k,0.19613333333333333,EVA01-g-14 laion400m_s11b_b41k
,,,,,zeroshot_classification,,en,,0.7673333333333333,,convnext_base,wds/wds_vtab-clevr_count_all_test,0.23302870728543906,,laion400m_s13b_b51k,0.23893333333333333,convnext_base laion400m_s13b_b51k
,,,,,zeroshot_classification,,en,,0.7482666666666666,,xlm-roberta-base-ViT-B-32,wds/wds_vtab-clevr_count_all_test,0.16505152688284538,,laion5b_s13b_b90k,0.1678,xlm-roberta-base-ViT-B-32 laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8086666666666666,,convnext_base_w_320,wds/wds_vtab-clevr_count_all_test,0.2737620616091712,,laion_aesthetic_s13b_b82k_augreg,0.2816,convnext_base_w_320 laion_aesthetic_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.8590666666666666,,convnext_base_w_320,wds/wds_vtab-clevr_count_all_test,0.22479315188205,,laion_aesthetic_s13b_b82k,0.2286,convnext_base_w_320 laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,0.941,,convnext_base_w,wds/wds_vtab-clevr_count_all_test,0.2908210263303156,,laion_aesthetic_s13b_b82k,0.2962666666666667,convnext_base_w laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,0.8517333333333333,,EVA01-g-14-plus,wds/wds_vtab-clevr_count_all_test,0.22985084235651584,,merged2b_s11b_b114k,0.23053333333333334,EVA01-g-14-plus merged2b_s11b_b114k
,,,,,zeroshot_classification,,en,,0.7480666666666667,,EVA02-L-14,wds/wds_vtab-clevr_count_all_test,0.3134227311328449,,merged2b_s4b_b131k,0.31853333333333333,EVA02-L-14 merged2b_s4b_b131k
,,,,,zeroshot_classification,,en,,0.8156,,EVA02-L-14-336,wds/wds_vtab-clevr_count_all_test,0.3608319309699356,,merged2b_s6b_b61k,0.3641333333333333,EVA02-L-14-336 merged2b_s6b_b61k
,,,,,zeroshot_classification,,en,,0.7132,,EVA02-B-16,wds/wds_vtab-clevr_count_all_test,0.20790354520372142,,merged2b_s8b_b131k,0.21246666666666666,EVA02-B-16 merged2b_s8b_b131k
,,,,,zeroshot_classification,,en,,0.9016666666666666,,ViT-B-16-quickgelu,wds/wds_vtab-clevr_count_all_test,0.297358916252077,,metaclip_400m,0.29893333333333333,ViT-B-16-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.8250666666666666,,ViT-B-32-quickgelu,wds/wds_vtab-clevr_count_all_test,0.2175661736695283,,metaclip_400m,0.21686666666666668,ViT-B-32-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.8302666666666667,,ViT-L-14-quickgelu,wds/wds_vtab-clevr_count_all_test,0.23064037454779618,,metaclip_400m,0.22586666666666666,ViT-L-14-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.8601333333333333,,ViT-B-16-quickgelu,wds/wds_vtab-clevr_count_all_test,0.29289664533596366,,metaclip_fullcc,0.2944,ViT-B-16-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.8382,,ViT-B-32-quickgelu,wds/wds_vtab-clevr_count_all_test,0.1878130852080838,,metaclip_fullcc,0.18586666666666668,ViT-B-32-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.7506,,ViT-H-14-quickgelu,wds/wds_vtab-clevr_count_all_test,0.20579908946405684,,metaclip_fullcc,0.21206666666666665,ViT-H-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.8318,,ViT-L-14-quickgelu,wds/wds_vtab-clevr_count_all_test,0.30901258633509265,,metaclip_fullcc,0.3107333333333333,ViT-L-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.7786666666666666,,nllb-clip-base-siglip,wds/wds_vtab-clevr_count_all_test,0.1967287238280165,,mrl,0.19853333333333334,nllb-clip-base-siglip mrl
,,,,,zeroshot_classification,,en,,0.6318,,nllb-clip-large-siglip,wds/wds_vtab-clevr_count_all_test,0.12545567074992256,,mrl,0.12706666666666666,nllb-clip-large-siglip mrl
,,,,,zeroshot_classification,,en,,0.6219333333333333,,coca_ViT-B-32,wds/wds_vtab-clevr_count_all_test,0.1350463024036125,,mscoco_finetuned_laion2b_s13b_b90k,0.13226666666666667,coca_ViT-B-32 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9708666666666667,,coca_ViT-L-14,wds/wds_vtab-clevr_count_all_test,0.35733533769263015,,mscoco_finetuned_laion2b_s13b_b90k,0.36673333333333336,coca_ViT-L-14 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8318666666666666,,RN101,wds/wds_vtab-clevr_count_all_test,0.23771068993215277,,openai,0.2416,RN101 openai
,,,,,zeroshot_classification,,en,,0.8318666666666666,,RN101-quickgelu,wds/wds_vtab-clevr_count_all_test,0.23771068993215277,,openai,0.2416,RN101-quickgelu openai
,,,,,zeroshot_classification,,en,,0.8047333333333333,,RN50,wds/wds_vtab-clevr_count_all_test,0.2123085823533064,,openai,0.2162,RN50 openai
,,,,,zeroshot_classification,,en,,0.8047333333333333,,RN50-quickgelu,wds/wds_vtab-clevr_count_all_test,0.2123085823533064,,openai,0.2162,RN50-quickgelu openai
,,,,,zeroshot_classification,,en,,0.7821333333333333,,RN50x16,wds/wds_vtab-clevr_count_all_test,0.19824915454330982,,openai,0.1966,RN50x16 openai
,,,,,zeroshot_classification,,en,,0.7688,,RN50x4,wds/wds_vtab-clevr_count_all_test,0.20457347651713212,,openai,0.20393333333333333,RN50x4 openai
,,,,,zeroshot_classification,,en,,0.863,,RN50x64,wds/wds_vtab-clevr_count_all_test,0.22651035412477388,,openai,0.22693333333333332,RN50x64 openai
,,,,,zeroshot_classification,,en,,0.7854666666666666,,ViT-B-16,wds/wds_vtab-clevr_count_all_test,0.20867205588160714,,openai,0.2092,ViT-B-16 openai
,,,,,zeroshot_classification,,en,,0.7824666666666666,,ViT-B-32,wds/wds_vtab-clevr_count_all_test,0.22928404747415015,,openai,0.23246666666666665,ViT-B-32 openai
,,,,,zeroshot_classification,,en,,0.7824666666666666,,ViT-B-32-quickgelu,wds/wds_vtab-clevr_count_all_test,0.22928404747415015,,openai,0.23246666666666665,ViT-B-32-quickgelu openai
,,,,,zeroshot_classification,,en,,0.7322,,ViT-L-14-336,wds/wds_vtab-clevr_count_all_test,0.19668978686658262,,openai,0.20006666666666667,ViT-L-14-336 openai
,,,,,zeroshot_classification,,en,,0.7211333333333333,,ViT-L-14,wds/wds_vtab-clevr_count_all_test,0.1911734563455512,,openai,0.19433333333333333,ViT-L-14 openai
,,,,,zeroshot_classification,,en,,0.6574666666666666,,nllb-clip-base,wds/wds_vtab-clevr_count_all_test,0.14850482000902276,,v1,0.1532,nllb-clip-base v1
,,,,,zeroshot_classification,,en,,0.7447333333333334,,nllb-clip-base-siglip,wds/wds_vtab-clevr_count_all_test,0.16350100591641534,,v1,0.16526666666666667,nllb-clip-base-siglip v1
,,,,,zeroshot_classification,,en,,0.6209333333333333,,nllb-clip-large,wds/wds_vtab-clevr_count_all_test,0.2334325514068691,,v1,0.23893333333333333,nllb-clip-large v1
,,,,,zeroshot_classification,,en,,0.7622,,nllb-clip-large-siglip,wds/wds_vtab-clevr_count_all_test,0.13987804884553504,,v1,0.14186666666666667,nllb-clip-large-siglip v1
,,,,,zeroshot_classification,,en,,0.7864666666666666,,ViT-B-16-SigLIP-256,wds/wds_vtab-clevr_count_all_test,0.22652527799786876,,webli,0.2278,ViT-B-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,0.7581333333333333,,ViT-B-16-SigLIP-384,wds/wds_vtab-clevr_count_all_test,0.21827797726943826,,webli,0.2202,ViT-B-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.7772,,ViT-B-16-SigLIP-512,wds/wds_vtab-clevr_count_all_test,0.24009029529650933,,webli,0.2414,ViT-B-16-SigLIP-512 webli
,,,,,zeroshot_classification,,en,,0.7663333333333333,,ViT-B-16-SigLIP,wds/wds_vtab-clevr_count_all_test,0.23628448206811703,,webli,0.23726666666666665,ViT-B-16-SigLIP webli
,,,,,zeroshot_classification,,en,,0.8234,,ViT-B-16-SigLIP-i18n-256,wds/wds_vtab-clevr_count_all_test,0.2531734954420773,,webli,0.2548666666666667,ViT-B-16-SigLIP-i18n-256 webli
,,,,,zeroshot_classification,,en,,0.9414666666666667,,ViT-L-16-SigLIP-256,wds/wds_vtab-clevr_count_all_test,0.40955814314102446,,webli,0.4076,ViT-L-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,0.9249333333333334,,ViT-L-16-SigLIP-384,wds/wds_vtab-clevr_count_all_test,0.33202872894875957,,webli,0.32766666666666666,ViT-L-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.9515333333333333,,ViT-SO400M-14-SigLIP-384,wds/wds_vtab-clevr_count_all_test,0.40479127239546153,,webli,0.4066,ViT-SO400M-14-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.9748,,ViT-SO400M-14-SigLIP,wds/wds_vtab-clevr_count_all_test,0.42171238391084587,,webli,0.42133333333333334,ViT-SO400M-14-SigLIP webli
,,,,,zeroshot_classification,,en,,0.6222,,RN101,wds/wds_vtab-clevr_count_all_test,0.13571486123668056,,yfcc15m,0.137,RN101 yfcc15m
,,,,,zeroshot_classification,,en,,0.634,,RN101-quickgelu,wds/wds_vtab-clevr_count_all_test,0.1605690509920581,,yfcc15m,0.16073333333333334,RN101-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,0.688,,RN50,wds/wds_vtab-clevr_count_all_test,0.127118529597128,,yfcc15m,0.13133333333333333,RN50 yfcc15m
,,,,,zeroshot_classification,,en,,0.6266,,RN50-quickgelu,wds/wds_vtab-clevr_count_all_test,0.12674115628869156,,yfcc15m,0.1304,RN50-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,0.41595744680851066,,RN50,wds/wds_vtab-dtd_test,0.20797872340425533,,cc12m,0.20797872340425533,RN50 cc12m
,,,,,zeroshot_classification,,en,,0.4207446808510638,,RN50-quickgelu,wds/wds_vtab-dtd_test,0.19095744680851062,,cc12m,0.1925531914893617,RN50-quickgelu cc12m
,,,,,zeroshot_classification,,en,,0.7101063829787234,,ViT-B-16,wds/wds_vtab-dtd_test,0.41329787234042553,,commonpool_l_basic_s1b_b8k,0.4122340425531915,ViT-B-16 commonpool_l_basic_s1b_b8k
,,,,,zeroshot_classification,,en,,0.7351063829787234,,ViT-B-16,wds/wds_vtab-dtd_test,0.45053191489361705,,commonpool_l_clip_s1b_b8k,0.451063829787234,ViT-B-16 commonpool_l_clip_s1b_b8k
,,,,,zeroshot_classification,,en,,0.6877659574468085,,ViT-B-16,wds/wds_vtab-dtd_test,0.41648936170212764,,commonpool_l_image_s1b_b8k,0.41702127659574467,ViT-B-16 commonpool_l_image_s1b_b8k
,,,,,zeroshot_classification,,en,,0.7031914893617022,,ViT-B-16,wds/wds_vtab-dtd_test,0.4148936170212766,,commonpool_l_laion_s1b_b8k,0.4148936170212766,ViT-B-16 commonpool_l_laion_s1b_b8k
,,,,,zeroshot_classification,,en,,0.627127659574468,,ViT-B-16,wds/wds_vtab-dtd_test,0.33882978723404256,,commonpool_l_s1b_b8k,0.3382978723404255,ViT-B-16 commonpool_l_s1b_b8k
,,,,,zeroshot_classification,,en,,0.699468085106383,,ViT-B-16,wds/wds_vtab-dtd_test,0.3946808510638297,,commonpool_l_text_s1b_b8k,0.3946808510638298,ViT-B-16 commonpool_l_text_s1b_b8k
,,,,,zeroshot_classification,,en,,0.4340425531914894,,ViT-B-32,wds/wds_vtab-dtd_test,0.19627659574468087,,commonpool_m_basic_s128m_b4k,0.19680851063829788,ViT-B-32 commonpool_m_basic_s128m_b4k
,,,,,zeroshot_classification,,en,,0.43829787234042555,,ViT-B-32,wds/wds_vtab-dtd_test,0.21702127659574472,,commonpool_m_clip_s128m_b4k,0.2175531914893617,ViT-B-32 commonpool_m_clip_s128m_b4k
,,,,,zeroshot_classification,,en,,0.42659574468085104,,ViT-B-32,wds/wds_vtab-dtd_test,0.19042553191489361,,commonpool_m_image_s128m_b4k,0.19095744680851065,ViT-B-32 commonpool_m_image_s128m_b4k
,,,,,zeroshot_classification,,en,,0.4228723404255319,,ViT-B-32,wds/wds_vtab-dtd_test,0.20265957446808516,,commonpool_m_laion_s128m_b4k,0.20319148936170212,ViT-B-32 commonpool_m_laion_s128m_b4k
,,,,,zeroshot_classification,,en,,0.36223404255319147,,ViT-B-32,wds/wds_vtab-dtd_test,0.1606382978723404,,commonpool_m_s128m_b4k,0.16063829787234044,ViT-B-32 commonpool_m_s128m_b4k
,,,,,zeroshot_classification,,en,,0.40691489361702127,,ViT-B-32,wds/wds_vtab-dtd_test,0.198936170212766,,commonpool_m_text_s128m_b4k,0.2,ViT-B-32 commonpool_m_text_s128m_b4k
,,,,,zeroshot_classification,,en,,0.18563829787234043,,ViT-B-32,wds/wds_vtab-dtd_test,0.05585106382978723,,commonpool_s_basic_s13m_b4k,0.05531914893617021,ViT-B-32 commonpool_s_basic_s13m_b4k
,,,,,zeroshot_classification,,en,,0.2053191489361702,,ViT-B-32,wds/wds_vtab-dtd_test,0.07819148936170213,,commonpool_s_clip_s13m_b4k,0.07819148936170213,ViT-B-32 commonpool_s_clip_s13m_b4k
,,,,,zeroshot_classification,,en,,0.17180851063829788,,ViT-B-32,wds/wds_vtab-dtd_test,0.05265957446808509,,commonpool_s_image_s13m_b4k,0.052127659574468084,ViT-B-32 commonpool_s_image_s13m_b4k
,,,,,zeroshot_classification,,en,,0.18404255319148935,,ViT-B-32,wds/wds_vtab-dtd_test,0.0553191489361702,,commonpool_s_laion_s13m_b4k,0.05531914893617021,ViT-B-32 commonpool_s_laion_s13m_b4k
,,,,,zeroshot_classification,,en,,0.175,,ViT-B-32,wds/wds_vtab-dtd_test,0.05744680851063829,,commonpool_s_s13m_b4k,0.0574468085106383,ViT-B-32 commonpool_s_s13m_b4k
,,,,,zeroshot_classification,,en,,0.19627659574468084,,ViT-B-32,wds/wds_vtab-dtd_test,0.0670212765957447,,commonpool_s_text_s13m_b4k,0.06702127659574468,ViT-B-32 commonpool_s_text_s13m_b4k
,,,,,zeroshot_classification,,en,,0.925,,ViT-L-14,wds/wds_vtab-dtd_test,0.6521276595744682,,commonpool_xl_clip_s13b_b90k,0.6526595744680851,ViT-L-14 commonpool_xl_clip_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9106382978723404,,ViT-L-14,wds/wds_vtab-dtd_test,0.6186170212765956,,commonpool_xl_laion_s13b_b90k,0.6196808510638298,ViT-L-14 commonpool_xl_laion_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8797872340425532,,ViT-L-14,wds/wds_vtab-dtd_test,0.6207446808510639,,commonpool_xl_s13b_b90k,0.6202127659574468,ViT-L-14 commonpool_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.776595744680851,,ViTamin-B,wds/wds_vtab-dtd_test,0.48989361702127665,,datacomp1b,0.49042553191489363,ViTamin-B datacomp1b
,,,,,zeroshot_classification,,en,,0.9058510638297872,,ViTamin-B-LTT,wds/wds_vtab-dtd_test,0.6250000000000001,,datacomp1b,0.624468085106383,ViTamin-B-LTT datacomp1b
,,,,,zeroshot_classification,,en,,0.9313829787234043,,ViTamin-L2-256,wds/wds_vtab-dtd_test,0.7021276595744681,,datacomp1b,0.7021276595744681,ViTamin-L2-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.9335106382978723,,ViTamin-L2-336,wds/wds_vtab-dtd_test,0.7069148936170213,,datacomp1b,0.7069148936170213,ViTamin-L2-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9404255319148936,,ViTamin-L-256,wds/wds_vtab-dtd_test,0.6893617021276596,,datacomp1b,0.6893617021276596,ViTamin-L-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.9234042553191489,,ViTamin-L2,wds/wds_vtab-dtd_test,0.6962765957446807,,datacomp1b,0.6962765957446808,ViTamin-L2 datacomp1b
,,,,,zeroshot_classification,,en,,0.9356382978723404,,ViTamin-L-336,wds/wds_vtab-dtd_test,0.6824468085106382,,datacomp1b,0.6819148936170213,ViTamin-L-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9414893617021277,,ViTamin-L,wds/wds_vtab-dtd_test,0.6797872340425531,,datacomp1b,0.6803191489361702,ViTamin-L datacomp1b
,,,,,zeroshot_classification,,en,,0.7265957446808511,,ViTamin-S,wds/wds_vtab-dtd_test,0.4319148936170213,,datacomp1b,0.4324468085106383,ViTamin-S datacomp1b
,,,,,zeroshot_classification,,en,,0.8888297872340426,,ViTamin-S-LTT,wds/wds_vtab-dtd_test,0.596808510638298,,datacomp1b,0.5973404255319149,ViTamin-S-LTT datacomp1b
,,,,,zeroshot_classification,,en,,0.9393617021276596,,ViTamin-XL-256,wds/wds_vtab-dtd_test,0.698936170212766,,datacomp1b,0.698404255319149,ViTamin-XL-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.9414893617021277,,ViTamin-XL-336,wds/wds_vtab-dtd_test,0.7053191489361702,,datacomp1b,0.7058510638297872,ViTamin-XL-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9319148936170213,,ViTamin-XL-384,wds/wds_vtab-dtd_test,0.6904255319148936,,datacomp1b,0.6909574468085107,ViTamin-XL-384 datacomp1b
,,,,,zeroshot_classification,,en,,0.948936170212766,,ViT-bigG-14-CLIPA-336,wds/wds_vtab-dtd_test,0.7292553191489362,,datacomp1b,0.7292553191489362,ViT-bigG-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.948936170212766,,ViT-bigG-14-CLIPA,wds/wds_vtab-dtd_test,0.7207446808510637,,datacomp1b,0.7207446808510638,ViT-bigG-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.950531914893617,,ViT-H-14-CLIPA-336,wds/wds_vtab-dtd_test,0.7202127659574469,,datacomp1b,0.7202127659574468,ViT-H-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.948936170212766,,ViT-H-14-CLIPA,wds/wds_vtab-dtd_test,0.7095744680851064,,datacomp1b,0.7090425531914893,ViT-H-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.9361702127659575,,ViT-L-14-CLIPA-336,wds/wds_vtab-dtd_test,0.6845744680851064,,datacomp1b,0.6819148936170213,ViT-L-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9340425531914893,,ViT-L-14-CLIPA,wds/wds_vtab-dtd_test,0.6973404255319149,,datacomp1b,0.6973404255319149,ViT-L-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.9212765957446809,,MobileCLIP-B,wds/wds_vtab-dtd_test,0.6393617021276596,,datacompdr_lt,0.6393617021276595,MobileCLIP-B datacompdr_lt
,,,,,zeroshot_classification,,en,,0.8962765957446809,,MobileCLIP-B,wds/wds_vtab-dtd_test,0.627127659574468,,datacompdr,0.627127659574468,MobileCLIP-B datacompdr
,,,,,zeroshot_classification,,en,,0.8952127659574468,,MobileCLIP-S1,wds/wds_vtab-dtd_test,0.6122340425531916,,datacompdr,0.6122340425531915,MobileCLIP-S1 datacompdr
,,,,,zeroshot_classification,,en,,0.8803191489361702,,MobileCLIP-S2,wds/wds_vtab-dtd_test,0.6090425531914894,,datacompdr,0.6085106382978723,MobileCLIP-S2 datacompdr
,,,,,zeroshot_classification,,en,,0.7601063829787233,,ViT-B-16,wds/wds_vtab-dtd_test,0.4686170212765957,,datacomp_l_s1b_b8k,0.46914893617021275,ViT-B-16 datacomp_l_s1b_b8k
,,,,,zeroshot_classification,,en,,0.4329787234042553,,ViT-B-32,wds/wds_vtab-dtd_test,0.2127659574468085,,datacomp_m_s128m_b4k,0.2127659574468085,ViT-B-32 datacomp_m_s128m_b4k
,,,,,zeroshot_classification,,en,,0.8909574468085106,,ViT-B-32-256,wds/wds_vtab-dtd_test,0.6074468085106383,,datacomp_s34b_b86k,0.6074468085106383,ViT-B-32-256 datacomp_s34b_b86k
,,,,,zeroshot_classification,,en,,0.17180851063829788,,ViT-B-32,wds/wds_vtab-dtd_test,0.05265957446808509,,datacomp_s_s13m_b4k,0.052127659574468084,ViT-B-32 datacomp_s_s13m_b4k
,,,,,zeroshot_classification,,en,,0.8558510638297873,,ViT-B-16,wds/wds_vtab-dtd_test,0.5792553191489362,,datacomp_xl_s13b_b90k,0.5787234042553191,ViT-B-16 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8537234042553191,,ViT-B-32,wds/wds_vtab-dtd_test,0.5712765957446808,,datacomp_xl_s13b_b90k,0.5723404255319149,ViT-B-32 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.925,,ViT-L-14,wds/wds_vtab-dtd_test,0.6648936170212766,,datacomp_xl_s13b_b90k,0.6648936170212766,ViT-L-14 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8914893617021277,,ViT-B-16,wds/wds_vtab-dtd_test,0.5765957446808511,,dfn2b,0.575,ViT-B-16 dfn2b
,,,,,zeroshot_classification,,en,,0.9308510638297872,,ViT-L-14-quickgelu,wds/wds_vtab-dtd_test,0.6611702127659574,,dfn2b,0.6606382978723404,ViT-L-14-quickgelu dfn2b
,,,,,zeroshot_classification,,en,,0.9441489361702128,,ViT-H-14-378-quickgelu,wds/wds_vtab-dtd_test,0.7106382978723403,,dfn5b,0.7111702127659575,ViT-H-14-378-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,0.9446808510638298,,ViT-H-14-quickgelu,wds/wds_vtab-dtd_test,0.7069148936170213,,dfn5b,0.7063829787234043,ViT-H-14-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,0.9212765957446809,,xlm-roberta-large-ViT-H-14,wds/wds_vtab-dtd_test,0.6920212765957447,,frozen_laion5b_s13b_b90k,0.6925531914893617,xlm-roberta-large-ViT-H-14 frozen_laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8388297872340426,,ViT-B-32,wds/wds_vtab-dtd_test,0.5382978723404256,,laion2b_e16,0.5382978723404256,ViT-B-32 laion2b_e16
,,,,,zeroshot_classification,,en,,0.8877659574468085,,roberta-ViT-B-32,wds/wds_vtab-dtd_test,0.5930851063829787,,laion2b_s12b_b32k,0.5920212765957447,roberta-ViT-B-32 laion2b_s12b_b32k
,,,,,zeroshot_classification,,en,,0.924468085106383,,ViT-g-14,wds/wds_vtab-dtd_test,0.6824468085106382,,laion2b_s12b_b42k,0.6829787234042554,ViT-g-14 laion2b_s12b_b42k
,,,,,zeroshot_classification,,en,,0.9031914893617021,,convnext_base_w,wds/wds_vtab-dtd_test,0.6154255319148937,,laion2b_s13b_b82k_augreg,0.6154255319148936,convnext_base_w laion2b_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.8867021276595745,,convnext_base_w,wds/wds_vtab-dtd_test,0.5957446808510638,,laion2b_s13b_b82k,0.5957446808510638,convnext_base_w laion2b_s13b_b82k
,,,,,zeroshot_classification,,en,,0.848404255319149,,coca_ViT-B-32,wds/wds_vtab-dtd_test,0.5388297872340425,,laion2b_s13b_b90k,0.5382978723404256,coca_ViT-B-32 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8962765957446809,,coca_ViT-L-14,wds/wds_vtab-dtd_test,0.6260638297872341,,laion2b_s13b_b90k,0.625531914893617,coca_ViT-L-14 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.926063829787234,,convnext_large_d,wds/wds_vtab-dtd_test,0.6734042553191489,,laion2b_s26b_b102k_augreg,0.6734042553191489,convnext_large_d laion2b_s26b_b102k_augreg
,,,,,zeroshot_classification,,en,,0.9329787234042554,,convnext_large_d_320,wds/wds_vtab-dtd_test,0.6845744680851064,,laion2b_s29b_b131k_ft,0.6845744680851064,convnext_large_d_320 laion2b_s29b_b131k_ft
,,,,,zeroshot_classification,,en,,0.9420212765957446,,convnext_large_d_320,wds/wds_vtab-dtd_test,0.6840425531914893,,laion2b_s29b_b131k_ft_soup,0.6829787234042554,convnext_large_d_320 laion2b_s29b_b131k_ft_soup
,,,,,zeroshot_classification,,en,,0.9234042553191489,,ViT-H-14,wds/wds_vtab-dtd_test,0.6781914893617019,,laion2b_s32b_b79k,0.6781914893617021,ViT-H-14 laion2b_s32b_b79k
,,,,,zeroshot_classification,,en,,0.9090425531914894,,ViT-L-14,wds/wds_vtab-dtd_test,0.6287234042553193,,laion2b_s32b_b82k,0.6292553191489362,ViT-L-14 laion2b_s32b_b82k
,,,,,zeroshot_classification,,en,,0.8627659574468085,,ViT-B-32,wds/wds_vtab-dtd_test,0.5563829787234043,,laion2b_s34b_b79k,0.5558510638297872,ViT-B-32 laion2b_s34b_b79k
,,,,,zeroshot_classification,,en,,0.9452127659574469,,convnext_xxlarge,wds/wds_vtab-dtd_test,0.7090425531914895,,laion2b_s34b_b82k_augreg,0.7085106382978723,convnext_xxlarge laion2b_s34b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.9452127659574469,,convnext_xxlarge,wds/wds_vtab-dtd_test,0.7021276595744681,,laion2b_s34b_b82k_augreg_rewind,0.7015957446808511,convnext_xxlarge laion2b_s34b_b82k_augreg_rewind
,,,,,zeroshot_classification,,en,,0.950531914893617,,convnext_xxlarge,wds/wds_vtab-dtd_test,0.7058510638297871,,laion2b_s34b_b82k_augreg_soup,0.7053191489361702,convnext_xxlarge laion2b_s34b_b82k_augreg_soup
,,,,,zeroshot_classification,,en,,0.8579787234042553,,ViT-B-16,wds/wds_vtab-dtd_test,0.5632978723404256,,laion2b_s34b_b88k,0.5632978723404255,ViT-B-16 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,0.9281914893617021,,ViT-g-14,wds/wds_vtab-dtd_test,0.6856382978723404,,laion2b_s34b_b88k,0.6856382978723404,ViT-g-14 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,0.9308510638297872,,ViT-bigG-14,wds/wds_vtab-dtd_test,0.6872340425531914,,laion2b_s39b_b160k,0.6867021276595745,ViT-bigG-14 laion2b_s39b_b160k
,,,,,zeroshot_classification,,en,,0.926595744680851,,EVA02-E-14,wds/wds_vtab-dtd_test,0.6882978723404256,,laion2b_s4b_b115k,0.6882978723404255,EVA02-E-14 laion2b_s4b_b115k
,,,,,zeroshot_classification,,en,,0.9271276595744681,,EVA02-E-14-plus,wds/wds_vtab-dtd_test,0.6765957446808512,,laion2b_s9b_b144k,0.6787234042553192,EVA02-E-14-plus laion2b_s9b_b144k
,,,,,zeroshot_classification,,en,,0.9420212765957446,,ViT-H-14-CLIPA-336,wds/wds_vtab-dtd_test,0.7148936170212765,,laion2b,0.7170212765957447,ViT-H-14-CLIPA-336 laion2b
,,,,,zeroshot_classification,,en,,0.7776595744680851,,ViT-B-16,wds/wds_vtab-dtd_test,0.5143617021276595,,laion400m_e31,0.5143617021276595,ViT-B-16 laion400m_e31
,,,,,zeroshot_classification,,en,,0.8563829787234043,,ViT-B-16-plus-240,wds/wds_vtab-dtd_test,0.5547872340425531,,laion400m_e31,0.5547872340425531,ViT-B-16-plus-240 laion400m_e31
,,,,,zeroshot_classification,,en,,0.8186170212765957,,ViT-B-32,wds/wds_vtab-dtd_test,0.5218085106382978,,laion400m_e31,0.5202127659574468,ViT-B-32 laion400m_e31
,,,,,zeroshot_classification,,en,,0.8351063829787234,,ViT-B-32-quickgelu,wds/wds_vtab-dtd_test,0.5446808510638298,,laion400m_e31,0.5446808510638298,ViT-B-32-quickgelu laion400m_e31
,,,,,zeroshot_classification,,en,,0.8877659574468085,,ViT-L-14,wds/wds_vtab-dtd_test,0.5973404255319149,,laion400m_e31,0.598404255319149,ViT-L-14 laion400m_e31
,,,,,zeroshot_classification,,en,,0.7792553191489362,,ViT-B-16,wds/wds_vtab-dtd_test,0.5127659574468084,,laion400m_e32,0.5127659574468085,ViT-B-16 laion400m_e32
,,,,,zeroshot_classification,,en,,0.8542553191489362,,ViT-B-16-plus-240,wds/wds_vtab-dtd_test,0.5547872340425534,,laion400m_e32,0.5547872340425531,ViT-B-16-plus-240 laion400m_e32
,,,,,zeroshot_classification,,en,,0.8207446808510638,,ViT-B-32,wds/wds_vtab-dtd_test,0.5239361702127658,,laion400m_e32,0.5234042553191489,ViT-B-32 laion400m_e32
,,,,,zeroshot_classification,,en,,0.8351063829787234,,ViT-B-32-quickgelu,wds/wds_vtab-dtd_test,0.5462765957446808,,laion400m_e32,0.5468085106382978,ViT-B-32-quickgelu laion400m_e32
,,,,,zeroshot_classification,,en,,0.8867021276595745,,ViT-L-14,wds/wds_vtab-dtd_test,0.6047872340425532,,laion400m_e32,0.6042553191489362,ViT-L-14 laion400m_e32
,,,,,zeroshot_classification,,en,,0.8760638297872341,,EVA01-g-14,wds/wds_vtab-dtd_test,0.6143617021276596,,laion400m_s11b_b41k,0.6143617021276596,EVA01-g-14 laion400m_s11b_b41k
,,,,,zeroshot_classification,,en,,0.8452127659574468,,convnext_base,wds/wds_vtab-dtd_test,0.5393617021276597,,laion400m_s13b_b51k,0.5393617021276595,convnext_base laion400m_s13b_b51k
,,,,,zeroshot_classification,,en,,0.8760638297872341,,xlm-roberta-base-ViT-B-32,wds/wds_vtab-dtd_test,0.6047872340425532,,laion5b_s13b_b90k,0.6042553191489362,xlm-roberta-base-ViT-B-32 laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8845744680851064,,convnext_base_w_320,wds/wds_vtab-dtd_test,0.6069148936170213,,laion_aesthetic_s13b_b82k_augreg,0.6063829787234043,convnext_base_w_320 laion_aesthetic_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.8835106382978724,,convnext_base_w_320,wds/wds_vtab-dtd_test,0.5941489361702128,,laion_aesthetic_s13b_b82k,0.5930851063829787,convnext_base_w_320 laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,0.8882978723404256,,convnext_base_w,wds/wds_vtab-dtd_test,0.6228723404255319,,laion_aesthetic_s13b_b82k,0.6218085106382979,convnext_base_w laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,0.925531914893617,,EVA01-g-14-plus,wds/wds_vtab-dtd_test,0.673936170212766,,merged2b_s11b_b114k,0.6734042553191489,EVA01-g-14-plus merged2b_s11b_b114k
,,,,,zeroshot_classification,,en,,0.8617021276595744,,EVA02-L-14,wds/wds_vtab-dtd_test,0.6313829787234043,,merged2b_s4b_b131k,0.6335106382978724,EVA02-L-14 merged2b_s4b_b131k
,,,,,zeroshot_classification,,en,,0.8702127659574468,,EVA02-L-14-336,wds/wds_vtab-dtd_test,0.6462765957446809,,merged2b_s6b_b61k,0.6468085106382979,EVA02-L-14-336 merged2b_s6b_b61k
,,,,,zeroshot_classification,,en,,0.8111702127659575,,EVA02-B-16,wds/wds_vtab-dtd_test,0.527127659574468,,merged2b_s8b_b131k,0.5276595744680851,EVA02-B-16 merged2b_s8b_b131k
,,,,,zeroshot_classification,,en,,0.8659574468085106,,ViT-B-16-quickgelu,wds/wds_vtab-dtd_test,0.5585106382978723,,metaclip_400m,0.5579787234042554,ViT-B-16-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.8276595744680851,,ViT-B-32-quickgelu,wds/wds_vtab-dtd_test,0.524468085106383,,metaclip_400m,0.524468085106383,ViT-B-32-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.9106382978723404,,ViT-L-14-quickgelu,wds/wds_vtab-dtd_test,0.624468085106383,,metaclip_400m,0.6234042553191489,ViT-L-14-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.9154255319148936,,ViT-B-16-quickgelu,wds/wds_vtab-dtd_test,0.6239361702127659,,metaclip_fullcc,0.622872340425532,ViT-B-16-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.8877659574468085,,ViT-B-32-quickgelu,wds/wds_vtab-dtd_test,0.5872340425531916,,metaclip_fullcc,0.5877659574468085,ViT-B-32-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.951063829787234,,ViT-H-14-quickgelu,wds/wds_vtab-dtd_test,0.7265957446808511,,metaclip_fullcc,0.7271276595744681,ViT-H-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.9287234042553192,,ViT-L-14-quickgelu,wds/wds_vtab-dtd_test,0.6867021276595744,,metaclip_fullcc,0.6867021276595745,ViT-L-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.676063829787234,,nllb-clip-base-siglip,wds/wds_vtab-dtd_test,0.37978723404255305,,mrl,0.3797872340425532,nllb-clip-base-siglip mrl
,,,,,zeroshot_classification,,en,,0.7675531914893617,,nllb-clip-large-siglip,wds/wds_vtab-dtd_test,0.44202127659574475,,mrl,0.4420212765957447,nllb-clip-large-siglip mrl
,,,,,zeroshot_classification,,en,,0.16276595744680852,,coca_ViT-B-32,wds/wds_vtab-dtd_test,0.04521276595744681,,mscoco_finetuned_laion2b_s13b_b90k,0.045744680851063826,coca_ViT-B-32 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8973404255319148,,coca_ViT-L-14,wds/wds_vtab-dtd_test,0.6223404255319149,,mscoco_finetuned_laion2b_s13b_b90k,0.6218085106382979,coca_ViT-L-14 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.7468085106382979,,RN101,wds/wds_vtab-dtd_test,0.4335106382978724,,openai,0.4319148936170213,RN101 openai
,,,,,zeroshot_classification,,en,,0.7468085106382979,,RN101-quickgelu,wds/wds_vtab-dtd_test,0.4335106382978724,,openai,0.4319148936170213,RN101-quickgelu openai
,,,,,zeroshot_classification,,en,,0.7345744680851064,,RN50,wds/wds_vtab-dtd_test,0.4148936170212766,,openai,0.4154255319148936,RN50 openai
,,,,,zeroshot_classification,,en,,0.7345744680851064,,RN50-quickgelu,wds/wds_vtab-dtd_test,0.4148936170212766,,openai,0.4154255319148936,RN50-quickgelu openai
,,,,,zeroshot_classification,,en,,0.8037234042553192,,RN50x16,wds/wds_vtab-dtd_test,0.525,,openai,0.5255319148936171,RN50x16 openai
,,,,,zeroshot_classification,,en,,0.8111702127659575,,RN50x4,wds/wds_vtab-dtd_test,0.4867021276595745,,openai,0.48617021276595745,RN50x4 openai
,,,,,zeroshot_classification,,en,,0.8526595744680852,,RN50x64,wds/wds_vtab-dtd_test,0.5329787234042552,,openai,0.5324468085106383,RN50x64 openai
,,,,,zeroshot_classification,,en,,0.7595744680851064,,ViT-B-16,wds/wds_vtab-dtd_test,0.45053191489361705,,openai,0.449468085106383,ViT-B-16 openai
,,,,,zeroshot_classification,,en,,0.7670212765957447,,ViT-B-32,wds/wds_vtab-dtd_test,0.4446808510638298,,openai,0.44361702127659575,ViT-B-32 openai
,,,,,zeroshot_classification,,en,,0.7670212765957447,,ViT-B-32-quickgelu,wds/wds_vtab-dtd_test,0.4446808510638298,,openai,0.44361702127659575,ViT-B-32-quickgelu openai
,,,,,zeroshot_classification,,en,,0.8361702127659575,,ViT-L-14-336,wds/wds_vtab-dtd_test,0.5563829787234043,,openai,0.5569148936170213,ViT-L-14-336 openai
,,,,,zeroshot_classification,,en,,0.8382978723404255,,ViT-L-14,wds/wds_vtab-dtd_test,0.5531914893617021,,openai,0.5547872340425531,ViT-L-14 openai
,,,,,zeroshot_classification,,en,,0.5787234042553191,,nllb-clip-base,wds/wds_vtab-dtd_test,0.27872340425531916,,v1,0.2776595744680851,nllb-clip-base v1
,,,,,zeroshot_classification,,en,,0.6957446808510638,,nllb-clip-base-siglip,wds/wds_vtab-dtd_test,0.3898936170212767,,v1,0.3904255319148936,nllb-clip-base-siglip v1
,,,,,zeroshot_classification,,en,,0.6909574468085107,,nllb-clip-large,wds/wds_vtab-dtd_test,0.3441489361702128,,v1,0.3446808510638298,nllb-clip-large v1
,,,,,zeroshot_classification,,en,,0.774468085106383,,nllb-clip-large-siglip,wds/wds_vtab-dtd_test,0.45904255319148934,,v1,0.45904255319148934,nllb-clip-large-siglip v1
,,,,,zeroshot_classification,,en,,0.9191489361702128,,ViT-B-16-SigLIP-256,wds/wds_vtab-dtd_test,0.6579787234042555,,webli,0.6585106382978724,ViT-B-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,0.9287234042553192,,ViT-B-16-SigLIP-384,wds/wds_vtab-dtd_test,0.6718085106382978,,webli,0.6718085106382978,ViT-B-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.9223404255319149,,ViT-B-16-SigLIP-512,wds/wds_vtab-dtd_test,0.6792553191489362,,webli,0.6787234042553192,ViT-B-16-SigLIP-512 webli
,,,,,zeroshot_classification,,en,,0.9154255319148936,,ViT-B-16-SigLIP,wds/wds_vtab-dtd_test,0.6468085106382978,,webli,0.6473404255319148,ViT-B-16-SigLIP webli
,,,,,zeroshot_classification,,en,,0.8861702127659574,,ViT-B-16-SigLIP-i18n-256,wds/wds_vtab-dtd_test,0.6420212765957448,,webli,0.6425531914893617,ViT-B-16-SigLIP-i18n-256 webli
,,,,,zeroshot_classification,,en,,0.9398936170212766,,ViT-L-16-SigLIP-256,wds/wds_vtab-dtd_test,0.702659574468085,,webli,0.7026595744680851,ViT-L-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,0.9398936170212766,,ViT-L-16-SigLIP-384,wds/wds_vtab-dtd_test,0.7079787234042555,,webli,0.7079787234042553,ViT-L-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.9547872340425532,,ViT-SO400M-14-SigLIP-384,wds/wds_vtab-dtd_test,0.7308510638297873,,webli,0.7303191489361702,ViT-SO400M-14-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.9468085106382979,,ViT-SO400M-14-SigLIP,wds/wds_vtab-dtd_test,0.7101063829787234,,webli,0.7095744680851064,ViT-SO400M-14-SigLIP webli
,,,,,zeroshot_classification,,en,,0.4223404255319149,,RN101,wds/wds_vtab-dtd_test,0.1898936170212766,,yfcc15m,0.1898936170212766,RN101 yfcc15m
,,,,,zeroshot_classification,,en,,0.4154255319148936,,RN101-quickgelu,wds/wds_vtab-dtd_test,0.18563829787234046,,yfcc15m,0.1851063829787234,RN101-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,0.39095744680851063,,RN50,wds/wds_vtab-dtd_test,0.174468085106383,,yfcc15m,0.17446808510638298,RN50 yfcc15m
,,,,,zeroshot_classification,,en,,0.40691489361702127,,RN50-quickgelu,wds/wds_vtab-dtd_test,0.1723404255319149,,yfcc15m,0.17287234042553193,RN50-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,0.5255555555555556,,RN50,wds/wds_vtab-eurosat_test,0.22075039029831175,,cc12m,0.22055555555555556,RN50 cc12m
,,,,,zeroshot_classification,,en,,0.567037037037037,,RN50-quickgelu,wds/wds_vtab-eurosat_test,0.2126330032508553,,cc12m,0.215,RN50-quickgelu cc12m
,,,,,zeroshot_classification,,en,,0.7659259259259259,,ViT-B-16,wds/wds_vtab-eurosat_test,0.3893518730705673,,commonpool_l_basic_s1b_b8k,0.3824074074074074,ViT-B-16 commonpool_l_basic_s1b_b8k
,,,,,zeroshot_classification,,en,,0.9453703703703704,,ViT-B-16,wds/wds_vtab-eurosat_test,0.4835914749014072,,commonpool_l_clip_s1b_b8k,0.4724074074074074,ViT-B-16 commonpool_l_clip_s1b_b8k
,,,,,zeroshot_classification,,en,,0.9016666666666666,,ViT-B-16,wds/wds_vtab-eurosat_test,0.3160651938897977,,commonpool_l_image_s1b_b8k,0.3207407407407407,ViT-B-16 commonpool_l_image_s1b_b8k
,,,,,zeroshot_classification,,en,,0.8568518518518519,,ViT-B-16,wds/wds_vtab-eurosat_test,0.42286670244999025,,commonpool_l_laion_s1b_b8k,0.4098148148148148,ViT-B-16 commonpool_l_laion_s1b_b8k
,,,,,zeroshot_classification,,en,,0.8331481481481482,,ViT-B-16,wds/wds_vtab-eurosat_test,0.3398332801381122,,commonpool_l_s1b_b8k,0.33444444444444443,ViT-B-16 commonpool_l_s1b_b8k
,,,,,zeroshot_classification,,en,,0.8396296296296296,,ViT-B-16,wds/wds_vtab-eurosat_test,0.37572990449354376,,commonpool_l_text_s1b_b8k,0.3811111111111111,ViT-B-16 commonpool_l_text_s1b_b8k
,,,,,zeroshot_classification,,en,,0.7896296296296297,,ViT-B-32,wds/wds_vtab-eurosat_test,0.21692022497834546,,commonpool_m_basic_s128m_b4k,0.21925925925925926,ViT-B-32 commonpool_m_basic_s128m_b4k
,,,,,zeroshot_classification,,en,,0.75,,ViT-B-32,wds/wds_vtab-eurosat_test,0.2645588546438777,,commonpool_m_clip_s128m_b4k,0.2594444444444444,ViT-B-32 commonpool_m_clip_s128m_b4k
,,,,,zeroshot_classification,,en,,0.6838888888888889,,ViT-B-32,wds/wds_vtab-eurosat_test,0.21606949658447547,,commonpool_m_image_s128m_b4k,0.22574074074074074,ViT-B-32 commonpool_m_image_s128m_b4k
,,,,,zeroshot_classification,,en,,0.6596296296296297,,ViT-B-32,wds/wds_vtab-eurosat_test,0.21114788464801562,,commonpool_m_laion_s128m_b4k,0.18833333333333332,ViT-B-32 commonpool_m_laion_s128m_b4k
,,,,,zeroshot_classification,,en,,0.6881481481481482,,ViT-B-32,wds/wds_vtab-eurosat_test,0.24545610113781363,,commonpool_m_s128m_b4k,0.25351851851851853,ViT-B-32 commonpool_m_s128m_b4k
,,,,,zeroshot_classification,,en,,0.8225925925925925,,ViT-B-32,wds/wds_vtab-eurosat_test,0.34878763107795807,,commonpool_m_text_s128m_b4k,0.35888888888888887,ViT-B-32 commonpool_m_text_s128m_b4k
,,,,,zeroshot_classification,,en,,0.48685185185185187,,ViT-B-32,wds/wds_vtab-eurosat_test,0.06206926650899223,,commonpool_s_basic_s13m_b4k,0.0587037037037037,ViT-B-32 commonpool_s_basic_s13m_b4k
,,,,,zeroshot_classification,,en,,0.664074074074074,,ViT-B-32,wds/wds_vtab-eurosat_test,0.2028769259414982,,commonpool_s_clip_s13m_b4k,0.2074074074074074,ViT-B-32 commonpool_s_clip_s13m_b4k
,,,,,zeroshot_classification,,en,,0.6135185185185185,,ViT-B-32,wds/wds_vtab-eurosat_test,0.16200264064506523,,commonpool_s_image_s13m_b4k,0.15907407407407406,ViT-B-32 commonpool_s_image_s13m_b4k
,,,,,zeroshot_classification,,en,,0.6196296296296296,,ViT-B-32,wds/wds_vtab-eurosat_test,0.14923975548715834,,commonpool_s_laion_s13m_b4k,0.15777777777777777,ViT-B-32 commonpool_s_laion_s13m_b4k
,,,,,zeroshot_classification,,en,,0.5168518518518519,,ViT-B-32,wds/wds_vtab-eurosat_test,0.14103875897925328,,commonpool_s_s13m_b4k,0.1487037037037037,ViT-B-32 commonpool_s_s13m_b4k
,,,,,zeroshot_classification,,en,,0.5827777777777777,,ViT-B-32,wds/wds_vtab-eurosat_test,0.09234929512425469,,commonpool_s_text_s13m_b4k,0.08981481481481482,ViT-B-32 commonpool_s_text_s13m_b4k
,,,,,zeroshot_classification,,en,,0.9790740740740741,,ViT-L-14,wds/wds_vtab-eurosat_test,0.6849462473169944,,commonpool_xl_clip_s13b_b90k,0.6692592592592592,ViT-L-14 commonpool_xl_clip_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9857407407407407,,ViT-L-14,wds/wds_vtab-eurosat_test,0.7469712238162209,,commonpool_xl_laion_s13b_b90k,0.7381481481481481,ViT-L-14 commonpool_xl_laion_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9835185185185186,,ViT-L-14,wds/wds_vtab-eurosat_test,0.6943004067155193,,commonpool_xl_s13b_b90k,0.6887037037037037,ViT-L-14 commonpool_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9287037037037037,,ViTamin-B,wds/wds_vtab-eurosat_test,0.5577417212882174,,datacomp1b,0.5431481481481482,ViTamin-B datacomp1b
,,,,,zeroshot_classification,,en,,0.9555555555555556,,ViTamin-B-LTT,wds/wds_vtab-eurosat_test,0.6096838607619623,,datacomp1b,0.5975925925925926,ViTamin-B-LTT datacomp1b
,,,,,zeroshot_classification,,en,,0.967037037037037,,ViTamin-L2-256,wds/wds_vtab-eurosat_test,0.6237963284314804,,datacomp1b,0.6103703703703703,ViTamin-L2-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.9694444444444444,,ViTamin-L2-336,wds/wds_vtab-eurosat_test,0.6410583199486627,,datacomp1b,0.6314814814814815,ViTamin-L2-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9824074074074074,,ViTamin-L-256,wds/wds_vtab-eurosat_test,0.6935658840110053,,datacomp1b,0.6833333333333333,ViTamin-L-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.9661111111111111,,ViTamin-L2,wds/wds_vtab-eurosat_test,0.6168990948072475,,datacomp1b,0.6038888888888889,ViTamin-L2 datacomp1b
,,,,,zeroshot_classification,,en,,0.9814814814814815,,ViTamin-L-336,wds/wds_vtab-eurosat_test,0.6609291814905018,,datacomp1b,0.6474074074074074,ViTamin-L-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9777777777777777,,ViTamin-L,wds/wds_vtab-eurosat_test,0.6781529627561238,,datacomp1b,0.6668518518518518,ViTamin-L datacomp1b
,,,,,zeroshot_classification,,en,,0.8577777777777778,,ViTamin-S,wds/wds_vtab-eurosat_test,0.45672214432815633,,datacomp1b,0.43851851851851853,ViTamin-S datacomp1b
,,,,,zeroshot_classification,,en,,0.9381481481481482,,ViTamin-S-LTT,wds/wds_vtab-eurosat_test,0.5376081865326072,,datacomp1b,0.5294444444444445,ViTamin-S-LTT datacomp1b
,,,,,zeroshot_classification,,en,,0.9844444444444445,,ViTamin-XL-256,wds/wds_vtab-eurosat_test,0.6660958797877087,,datacomp1b,0.647962962962963,ViTamin-XL-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.9848148148148148,,ViTamin-XL-336,wds/wds_vtab-eurosat_test,0.6722765948795211,,datacomp1b,0.6555555555555556,ViTamin-XL-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.975925925925926,,ViTamin-XL-384,wds/wds_vtab-eurosat_test,0.6368708145304047,,datacomp1b,0.6251851851851852,ViTamin-XL-384 datacomp1b
,,,,,zeroshot_classification,,en,,0.9872222222222222,,ViT-bigG-14-CLIPA-336,wds/wds_vtab-eurosat_test,0.6413019691786135,,datacomp1b,0.6470370370370371,ViT-bigG-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9894444444444445,,ViT-bigG-14-CLIPA,wds/wds_vtab-eurosat_test,0.6823653708685045,,datacomp1b,0.6844444444444444,ViT-bigG-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.9827777777777778,,ViT-H-14-CLIPA-336,wds/wds_vtab-eurosat_test,0.6515232438744196,,datacomp1b,0.6596296296296297,ViT-H-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9844444444444445,,ViT-H-14-CLIPA,wds/wds_vtab-eurosat_test,0.7090367291192287,,datacomp1b,0.7142592592592593,ViT-H-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.9755555555555555,,ViT-L-14-CLIPA-336,wds/wds_vtab-eurosat_test,0.5856896434199891,,datacomp1b,0.5816666666666667,ViT-L-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9831481481481481,,ViT-L-14-CLIPA,wds/wds_vtab-eurosat_test,0.6069070354752845,,datacomp1b,0.6053703703703703,ViT-L-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.9922222222222222,,MobileCLIP-B,wds/wds_vtab-eurosat_test,0.7444288433085592,,datacompdr_lt,0.7387037037037038,MobileCLIP-B datacompdr_lt
,,,,,zeroshot_classification,,en,,0.987037037037037,,MobileCLIP-B,wds/wds_vtab-eurosat_test,0.7556119498109526,,datacompdr,0.7494444444444445,MobileCLIP-B datacompdr
,,,,,zeroshot_classification,,en,,0.9798148148148148,,MobileCLIP-S1,wds/wds_vtab-eurosat_test,0.6550522887098534,,datacompdr,0.6527777777777778,MobileCLIP-S1 datacompdr
,,,,,zeroshot_classification,,en,,0.9761111111111112,,MobileCLIP-S2,wds/wds_vtab-eurosat_test,0.6695935867854922,,datacompdr,0.6659259259259259,MobileCLIP-S2 datacompdr
,,,,,zeroshot_classification,,en,,0.9144444444444444,,ViT-B-16,wds/wds_vtab-eurosat_test,0.48986052344409803,,datacomp_l_s1b_b8k,0.49962962962962965,ViT-B-16 datacomp_l_s1b_b8k
,,,,,zeroshot_classification,,en,,0.7372222222222222,,ViT-B-32,wds/wds_vtab-eurosat_test,0.3325445638344179,,datacomp_m_s128m_b4k,0.33870370370370373,ViT-B-32 datacomp_m_s128m_b4k
,,,,,zeroshot_classification,,en,,0.9757407407407407,,ViT-B-32-256,wds/wds_vtab-eurosat_test,0.6479972149393876,,datacomp_s34b_b86k,0.6470370370370371,ViT-B-32-256 datacomp_s34b_b86k
,,,,,zeroshot_classification,,en,,0.6135185185185185,,ViT-B-32,wds/wds_vtab-eurosat_test,0.16200264064506523,,datacomp_s_s13m_b4k,0.15907407407407406,ViT-B-32 datacomp_s_s13m_b4k
,,,,,zeroshot_classification,,en,,0.9468518518518518,,ViT-B-16,wds/wds_vtab-eurosat_test,0.5990539027950932,,datacomp_xl_s13b_b90k,0.5887037037037037,ViT-B-16 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.957037037037037,,ViT-B-32,wds/wds_vtab-eurosat_test,0.5807902251418893,,datacomp_xl_s13b_b90k,0.5757407407407408,ViT-B-32 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9822222222222222,,ViT-L-14,wds/wds_vtab-eurosat_test,0.7240516965804265,,datacomp_xl_s13b_b90k,0.7133333333333334,ViT-L-14 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.957037037037037,,ViT-B-16,wds/wds_vtab-eurosat_test,0.5566041763146695,,dfn2b,0.5398148148148149,ViT-B-16 dfn2b
,,,,,zeroshot_classification,,en,,0.9788888888888889,,ViT-L-14-quickgelu,wds/wds_vtab-eurosat_test,0.663401676813824,,dfn2b,0.6496296296296297,ViT-L-14-quickgelu dfn2b
,,,,,zeroshot_classification,,en,,0.987037037037037,,ViT-H-14-378-quickgelu,wds/wds_vtab-eurosat_test,0.6296800673323331,,dfn5b,0.6133333333333333,ViT-H-14-378-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,0.9825925925925926,,ViT-H-14-quickgelu,wds/wds_vtab-eurosat_test,0.6614270540208862,,dfn5b,0.6542592592592592,ViT-H-14-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,0.9681481481481482,,xlm-roberta-large-ViT-H-14,wds/wds_vtab-eurosat_test,0.6894745238185206,,frozen_laion5b_s13b_b90k,0.6794444444444444,xlm-roberta-large-ViT-H-14 frozen_laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9592592592592593,,ViT-B-32,wds/wds_vtab-eurosat_test,0.5119920571714546,,laion2b_e16,0.5027777777777778,ViT-B-32 laion2b_e16
,,,,,zeroshot_classification,,en,,0.9694444444444444,,roberta-ViT-B-32,wds/wds_vtab-eurosat_test,0.5347382704593113,,laion2b_s12b_b32k,0.5212962962962963,roberta-ViT-B-32 laion2b_s12b_b32k
,,,,,zeroshot_classification,,en,,0.9794444444444445,,ViT-g-14,wds/wds_vtab-eurosat_test,0.6474623956084506,,laion2b_s12b_b42k,0.6481481481481481,ViT-g-14 laion2b_s12b_b42k
,,,,,zeroshot_classification,,en,,0.9327777777777778,,convnext_base_w,wds/wds_vtab-eurosat_test,0.5081765849633152,,laion2b_s13b_b82k_augreg,0.48333333333333334,convnext_base_w laion2b_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.9675925925925926,,convnext_base_w,wds/wds_vtab-eurosat_test,0.5848713839604044,,laion2b_s13b_b82k,0.5677777777777778,convnext_base_w laion2b_s13b_b82k
,,,,,zeroshot_classification,,en,,0.9318518518518518,,coca_ViT-B-32,wds/wds_vtab-eurosat_test,0.46268890825591996,,laion2b_s13b_b90k,0.46111111111111114,coca_ViT-B-32 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9751851851851852,,coca_ViT-L-14,wds/wds_vtab-eurosat_test,0.6947942252003422,,laion2b_s13b_b90k,0.6851851851851852,coca_ViT-L-14 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9840740740740741,,convnext_large_d,wds/wds_vtab-eurosat_test,0.7042450041461296,,laion2b_s26b_b102k_augreg,0.695925925925926,convnext_large_d laion2b_s26b_b102k_augreg
,,,,,zeroshot_classification,,en,,0.9861111111111112,,convnext_large_d_320,wds/wds_vtab-eurosat_test,0.7225660610779535,,laion2b_s29b_b131k_ft,0.7124074074074074,convnext_large_d_320 laion2b_s29b_b131k_ft
,,,,,zeroshot_classification,,en,,0.9879629629629629,,convnext_large_d_320,wds/wds_vtab-eurosat_test,0.723424704811565,,laion2b_s29b_b131k_ft_soup,0.715925925925926,convnext_large_d_320 laion2b_s29b_b131k_ft_soup
,,,,,zeroshot_classification,,en,,0.9555555555555556,,ViT-H-14,wds/wds_vtab-eurosat_test,0.7308109543606187,,laion2b_s32b_b79k,0.7262962962962963,ViT-H-14 laion2b_s32b_b79k
,,,,,zeroshot_classification,,en,,0.9561111111111111,,ViT-L-14,wds/wds_vtab-eurosat_test,0.6607696801659602,,laion2b_s32b_b82k,0.6468518518518519,ViT-L-14 laion2b_s32b_b82k
,,,,,zeroshot_classification,,en,,0.9338888888888889,,ViT-B-32,wds/wds_vtab-eurosat_test,0.49200258579180617,,laion2b_s34b_b79k,0.4803703703703704,ViT-B-32 laion2b_s34b_b79k
,,,,,zeroshot_classification,,en,,0.925,,convnext_xxlarge,wds/wds_vtab-eurosat_test,0.6300825929499461,,laion2b_s34b_b82k_augreg,0.6031481481481481,convnext_xxlarge laion2b_s34b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.9442592592592592,,convnext_xxlarge,wds/wds_vtab-eurosat_test,0.657128463198553,,laion2b_s34b_b82k_augreg_rewind,0.6340740740740741,convnext_xxlarge laion2b_s34b_b82k_augreg_rewind
,,,,,zeroshot_classification,,en,,0.9262962962962963,,convnext_xxlarge,wds/wds_vtab-eurosat_test,0.6401417743829214,,laion2b_s34b_b82k_augreg_soup,0.6131481481481481,convnext_xxlarge laion2b_s34b_b82k_augreg_soup
,,,,,zeroshot_classification,,en,,0.8966666666666666,,ViT-B-16,wds/wds_vtab-eurosat_test,0.5513329392989833,,laion2b_s34b_b88k,0.5337037037037037,ViT-B-16 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,0.9605555555555556,,ViT-g-14,wds/wds_vtab-eurosat_test,0.6623149564028097,,laion2b_s34b_b88k,0.6535185185185185,ViT-g-14 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,0.9885185185185185,,ViT-bigG-14,wds/wds_vtab-eurosat_test,0.6924616801959125,,laion2b_s39b_b160k,0.692962962962963,ViT-bigG-14 laion2b_s39b_b160k
,,,,,zeroshot_classification,,en,,0.985,,EVA02-E-14,wds/wds_vtab-eurosat_test,0.7485310149518771,,laion2b_s4b_b115k,0.745,EVA02-E-14 laion2b_s4b_b115k
,,,,,zeroshot_classification,,en,,0.9953703703703703,,EVA02-E-14-plus,wds/wds_vtab-eurosat_test,0.7663401849449735,,laion2b_s9b_b144k,0.7577777777777778,EVA02-E-14-plus laion2b_s9b_b144k
,,,,,zeroshot_classification,,en,,0.972037037037037,,ViT-H-14-CLIPA-336,wds/wds_vtab-eurosat_test,0.6386231055171692,,laion2b,0.6387037037037037,ViT-H-14-CLIPA-336 laion2b
,,,,,zeroshot_classification,,en,,0.9161111111111111,,ViT-B-16,wds/wds_vtab-eurosat_test,0.5151177098458252,,laion400m_e31,0.5038888888888889,ViT-B-16 laion400m_e31
,,,,,zeroshot_classification,,en,,0.9472222222222222,,ViT-B-16-plus-240,wds/wds_vtab-eurosat_test,0.5764070455241049,,laion400m_e31,0.5692592592592592,ViT-B-16-plus-240 laion400m_e31
,,,,,zeroshot_classification,,en,,0.9003703703703704,,ViT-B-32,wds/wds_vtab-eurosat_test,0.48128477358598165,,laion400m_e31,0.46925925925925926,ViT-B-32 laion400m_e31
,,,,,zeroshot_classification,,en,,0.9187037037037037,,ViT-B-32-quickgelu,wds/wds_vtab-eurosat_test,0.5219236697017042,,laion400m_e31,0.5092592592592593,ViT-B-32-quickgelu laion400m_e31
,,,,,zeroshot_classification,,en,,0.9611111111111111,,ViT-L-14,wds/wds_vtab-eurosat_test,0.6430745642776109,,laion400m_e31,0.6320370370370371,ViT-L-14 laion400m_e31
,,,,,zeroshot_classification,,en,,0.9188888888888889,,ViT-B-16,wds/wds_vtab-eurosat_test,0.5118898539742134,,laion400m_e32,0.5014814814814815,ViT-B-16 laion400m_e32
,,,,,zeroshot_classification,,en,,0.9531481481481482,,ViT-B-16-plus-240,wds/wds_vtab-eurosat_test,0.5902147555801,,laion400m_e32,0.5816666666666667,ViT-B-16-plus-240 laion400m_e32
,,,,,zeroshot_classification,,en,,0.9031481481481481,,ViT-B-32,wds/wds_vtab-eurosat_test,0.4877097960525357,,laion400m_e32,0.47574074074074074,ViT-B-32 laion400m_e32
,,,,,zeroshot_classification,,en,,0.9211111111111111,,ViT-B-32-quickgelu,wds/wds_vtab-eurosat_test,0.526775008263472,,laion400m_e32,0.5148148148148148,ViT-B-32-quickgelu laion400m_e32
,,,,,zeroshot_classification,,en,,0.9588888888888889,,ViT-L-14,wds/wds_vtab-eurosat_test,0.6335381796783888,,laion400m_e32,0.6227777777777778,ViT-L-14 laion400m_e32
,,,,,zeroshot_classification,,en,,0.9894444444444445,,EVA01-g-14,wds/wds_vtab-eurosat_test,0.7331072834588335,,laion400m_s11b_b41k,0.7242592592592593,EVA01-g-14 laion400m_s11b_b41k
,,,,,zeroshot_classification,,en,,0.8903703703703704,,convnext_base,wds/wds_vtab-eurosat_test,0.4935205752654051,,laion400m_s13b_b51k,0.48462962962962963,convnext_base laion400m_s13b_b51k
,,,,,zeroshot_classification,,en,,0.9503703703703704,,xlm-roberta-base-ViT-B-32,wds/wds_vtab-eurosat_test,0.60471937448102,,laion5b_s13b_b90k,0.6005555555555555,xlm-roberta-base-ViT-B-32 laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9388888888888889,,convnext_base_w_320,wds/wds_vtab-eurosat_test,0.5289480831039087,,laion_aesthetic_s13b_b82k_augreg,0.5137037037037037,convnext_base_w_320 laion_aesthetic_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.8174074074074074,,convnext_base_w_320,wds/wds_vtab-eurosat_test,0.3673554239831411,,laion_aesthetic_s13b_b82k,0.3522222222222222,convnext_base_w_320 laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,0.8687037037037038,,convnext_base_w,wds/wds_vtab-eurosat_test,0.4730920353984912,,laion_aesthetic_s13b_b82k,0.45055555555555554,convnext_base_w laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,0.9781481481481481,,EVA01-g-14-plus,wds/wds_vtab-eurosat_test,0.7352838018888245,,merged2b_s11b_b114k,0.7301851851851852,EVA01-g-14-plus merged2b_s11b_b114k
,,,,,zeroshot_classification,,en,,0.9835185185185186,,EVA02-L-14,wds/wds_vtab-eurosat_test,0.710852821132425,,merged2b_s4b_b131k,0.6992592592592592,EVA02-L-14 merged2b_s4b_b131k
,,,,,zeroshot_classification,,en,,0.9801851851851852,,EVA02-L-14-336,wds/wds_vtab-eurosat_test,0.7278374819418088,,merged2b_s6b_b61k,0.7133333333333334,EVA02-L-14-336 merged2b_s6b_b61k
,,,,,zeroshot_classification,,en,,0.9729629629629629,,EVA02-B-16,wds/wds_vtab-eurosat_test,0.6716384166073587,,merged2b_s8b_b131k,0.6635185185185185,EVA02-B-16 merged2b_s8b_b131k
,,,,,zeroshot_classification,,en,,0.9611111111111111,,ViT-B-16-quickgelu,wds/wds_vtab-eurosat_test,0.5576602577682549,,metaclip_400m,0.557962962962963,ViT-B-16-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.9255555555555556,,ViT-B-32-quickgelu,wds/wds_vtab-eurosat_test,0.5195184529288375,,metaclip_400m,0.5246296296296297,ViT-B-32-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.957962962962963,,ViT-L-14-quickgelu,wds/wds_vtab-eurosat_test,0.6034618498662137,,metaclip_400m,0.6038888888888889,ViT-L-14-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.9675925925925926,,ViT-B-16-quickgelu,wds/wds_vtab-eurosat_test,0.5243398895862357,,metaclip_fullcc,0.5270370370370371,ViT-B-16-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.9183333333333333,,ViT-B-32-quickgelu,wds/wds_vtab-eurosat_test,0.5145642215898588,,metaclip_fullcc,0.49962962962962965,ViT-B-32-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.9494444444444444,,ViT-H-14-quickgelu,wds/wds_vtab-eurosat_test,0.6600175127635861,,metaclip_fullcc,0.6448148148148148,ViT-H-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.9453703703703704,,ViT-L-14-quickgelu,wds/wds_vtab-eurosat_test,0.5888820292444623,,metaclip_fullcc,0.5922222222222222,ViT-L-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.8474074074074074,,nllb-clip-base-siglip,wds/wds_vtab-eurosat_test,0.29547823291409114,,mrl,0.3038888888888889,nllb-clip-base-siglip mrl
,,,,,zeroshot_classification,,en,,0.8377777777777777,,nllb-clip-large-siglip,wds/wds_vtab-eurosat_test,0.45209405931648544,,mrl,0.43666666666666665,nllb-clip-large-siglip mrl
,,,,,zeroshot_classification,,en,,0.5575925925925926,,coca_ViT-B-32,wds/wds_vtab-eurosat_test,0.07938435638718434,,mscoco_finetuned_laion2b_s13b_b90k,0.08444444444444445,coca_ViT-B-32 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9466666666666667,,coca_ViT-L-14,wds/wds_vtab-eurosat_test,0.5972625814791475,,mscoco_finetuned_laion2b_s13b_b90k,0.5892592592592593,coca_ViT-L-14 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8207407407407408,,RN101,wds/wds_vtab-eurosat_test,0.3197763360174564,,openai,0.31462962962962965,RN101 openai
,,,,,zeroshot_classification,,en,,0.8207407407407408,,RN101-quickgelu,wds/wds_vtab-eurosat_test,0.3197763360174564,,openai,0.31462962962962965,RN101-quickgelu openai
,,,,,zeroshot_classification,,en,,0.9296296296296296,,RN50,wds/wds_vtab-eurosat_test,0.40887927927651563,,openai,0.4074074074074074,RN50 openai
,,,,,zeroshot_classification,,en,,0.9296296296296296,,RN50-quickgelu,wds/wds_vtab-eurosat_test,0.40887927927651563,,openai,0.4074074074074074,RN50-quickgelu openai
,,,,,zeroshot_classification,,en,,0.8575925925925926,,RN50x16,wds/wds_vtab-eurosat_test,0.4306387564520011,,openai,0.43314814814814817,RN50x16 openai
,,,,,zeroshot_classification,,en,,0.8112962962962963,,RN50x4,wds/wds_vtab-eurosat_test,0.3419842783662107,,openai,0.33425925925925926,RN50x4 openai
,,,,,zeroshot_classification,,en,,0.9388888888888889,,RN50x64,wds/wds_vtab-eurosat_test,0.5827576770415247,,openai,0.577037037037037,RN50x64 openai
,,,,,zeroshot_classification,,en,,0.8825925925925926,,ViT-B-16,wds/wds_vtab-eurosat_test,0.5552857098517368,,openai,0.5592592592592592,ViT-B-16 openai
,,,,,zeroshot_classification,,en,,0.9238888888888889,,ViT-B-32,wds/wds_vtab-eurosat_test,0.4889026769985512,,openai,0.5038888888888889,ViT-B-32 openai
,,,,,zeroshot_classification,,en,,0.9238888888888889,,ViT-B-32-quickgelu,wds/wds_vtab-eurosat_test,0.4889026769985512,,openai,0.5038888888888889,ViT-B-32-quickgelu openai
,,,,,zeroshot_classification,,en,,0.9603703703703703,,ViT-L-14-336,wds/wds_vtab-eurosat_test,0.6285421875548419,,openai,0.6142592592592593,ViT-L-14-336 openai
,,,,,zeroshot_classification,,en,,0.9598148148148148,,ViT-L-14,wds/wds_vtab-eurosat_test,0.6385296898465592,,openai,0.6259259259259259,ViT-L-14 openai
,,,,,zeroshot_classification,,en,,0.8574074074074074,,nllb-clip-base,wds/wds_vtab-eurosat_test,0.4090603402774134,,v1,0.4101851851851852,nllb-clip-base v1
,,,,,zeroshot_classification,,en,,0.8114814814814815,,nllb-clip-base-siglip,wds/wds_vtab-eurosat_test,0.2870849722560476,,v1,0.29888888888888887,nllb-clip-base-siglip v1
,,,,,zeroshot_classification,,en,,0.9261111111111111,,nllb-clip-large,wds/wds_vtab-eurosat_test,0.5641421851899502,,v1,0.5459259259259259,nllb-clip-large v1
,,,,,zeroshot_classification,,en,,0.9216666666666666,,nllb-clip-large-siglip,wds/wds_vtab-eurosat_test,0.47251879878093783,,v1,0.4688888888888889,nllb-clip-large-siglip v1
,,,,,zeroshot_classification,,en,,0.8264814814814815,,ViT-B-16-SigLIP-256,wds/wds_vtab-eurosat_test,0.4731370909536203,,webli,0.46,ViT-B-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,0.8511111111111112,,ViT-B-16-SigLIP-384,wds/wds_vtab-eurosat_test,0.4390787267788892,,webli,0.4305555555555556,ViT-B-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.8216666666666667,,ViT-B-16-SigLIP-512,wds/wds_vtab-eurosat_test,0.40515321079761407,,webli,0.4001851851851852,ViT-B-16-SigLIP-512 webli
,,,,,zeroshot_classification,,en,,0.8418518518518519,,ViT-B-16-SigLIP,wds/wds_vtab-eurosat_test,0.4547415915337211,,webli,0.4425925925925926,ViT-B-16-SigLIP webli
,,,,,zeroshot_classification,,en,,0.8618518518518519,,ViT-B-16-SigLIP-i18n-256,wds/wds_vtab-eurosat_test,0.394108459413533,,webli,0.38203703703703706,ViT-B-16-SigLIP-i18n-256 webli
,,,,,zeroshot_classification,,en,,0.922962962962963,,ViT-L-16-SigLIP-256,wds/wds_vtab-eurosat_test,0.5691576198199659,,webli,0.5596296296296296,ViT-L-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,0.9237037037037037,,ViT-L-16-SigLIP-384,wds/wds_vtab-eurosat_test,0.5948115892990149,,webli,0.582037037037037,ViT-L-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.9648148148148148,,ViT-SO400M-14-SigLIP-384,wds/wds_vtab-eurosat_test,0.6350667230531191,,webli,0.6355555555555555,ViT-SO400M-14-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.9677777777777777,,ViT-SO400M-14-SigLIP,wds/wds_vtab-eurosat_test,0.6402683544041965,,webli,0.6274074074074074,ViT-SO400M-14-SigLIP webli
,,,,,zeroshot_classification,,en,,0.7766666666666666,,RN101,wds/wds_vtab-eurosat_test,0.20109652447004697,,yfcc15m,0.20777777777777778,RN101 yfcc15m
,,,,,zeroshot_classification,,en,,0.7277777777777777,,RN101-quickgelu,wds/wds_vtab-eurosat_test,0.1987500996047094,,yfcc15m,0.2025925925925926,RN101-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,0.6609259259259259,,RN50,wds/wds_vtab-eurosat_test,0.1768948967709008,,yfcc15m,0.18222222222222223,RN50 yfcc15m
,,,,,zeroshot_classification,,en,,0.6688888888888889,,RN50-quickgelu,wds/wds_vtab-eurosat_test,0.1556544045499397,,yfcc15m,0.16055555555555556,RN50-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,0.4823548544478777,,RN50,wds/wds_vtab-flowers_test,0.24648096260039687,,cc12m,0.2694747113351765,RN50 cc12m
,,,,,zeroshot_classification,,en,,0.4950398438770532,,RN50-quickgelu,wds/wds_vtab-flowers_test,0.2377186986322291,,cc12m,0.26264433241177426,RN50-quickgelu cc12m
,,,,,zeroshot_classification,,en,,0.7321515693608717,,ViT-B-16,wds/wds_vtab-flowers_test,0.43494722669084496,,commonpool_l_basic_s1b_b8k,0.4669051878354204,ViT-B-16 commonpool_l_basic_s1b_b8k
,,,,,zeroshot_classification,,en,,0.8041958041958042,,ViT-B-16,wds/wds_vtab-flowers_test,0.5680922285894929,,commonpool_l_clip_s1b_b8k,0.5732639453569686,ViT-B-16 commonpool_l_clip_s1b_b8k
,,,,,zeroshot_classification,,en,,0.7897219060009758,,ViT-B-16,wds/wds_vtab-flowers_test,0.48070230090943883,,commonpool_l_image_s1b_b8k,0.5160188648560742,ViT-B-16 commonpool_l_image_s1b_b8k
,,,,,zeroshot_classification,,en,,0.7758985200845666,,ViT-B-16,wds/wds_vtab-flowers_test,0.501031045444957,,commonpool_l_laion_s1b_b8k,0.5330948121645797,ViT-B-16 commonpool_l_laion_s1b_b8k
,,,,,zeroshot_classification,,en,,0.6705155309806473,,ViT-B-16,wds/wds_vtab-flowers_test,0.3678407188902115,,commonpool_l_s1b_b8k,0.393885184582859,ViT-B-16 commonpool_l_s1b_b8k
,,,,,zeroshot_classification,,en,,0.7893966498617662,,ViT-B-16,wds/wds_vtab-flowers_test,0.5170385200109374,,commonpool_l_text_s1b_b8k,0.5339079525126037,ViT-B-16 commonpool_l_text_s1b_b8k
,,,,,zeroshot_classification,,en,,0.41535208977069443,,ViT-B-32,wds/wds_vtab-flowers_test,0.18541374381661538,,commonpool_m_basic_s128m_b4k,0.1865343958367214,ViT-B-32 commonpool_m_basic_s128m_b4k
,,,,,zeroshot_classification,,en,,0.5251260367539438,,ViT-B-32,wds/wds_vtab-flowers_test,0.25555266147767075,,commonpool_m_clip_s128m_b4k,0.2727272727272727,ViT-B-32 commonpool_m_clip_s128m_b4k
,,,,,zeroshot_classification,,en,,0.5114652789071393,,ViT-B-32,wds/wds_vtab-flowers_test,0.23780395499011142,,commonpool_m_image_s128m_b4k,0.2530492763050903,ViT-B-32 commonpool_m_image_s128m_b4k
,,,,,zeroshot_classification,,en,,0.46153846153846156,,ViT-B-32,wds/wds_vtab-flowers_test,0.20847584051110776,,commonpool_m_laion_s128m_b4k,0.22458936412424785,ViT-B-32 commonpool_m_laion_s128m_b4k
,,,,,zeroshot_classification,,en,,0.273377785005692,,ViT-B-32,wds/wds_vtab-flowers_test,0.11281653829398669,,commonpool_m_s128m_b4k,0.08082615059359245,ViT-B-32 commonpool_m_s128m_b4k
,,,,,zeroshot_classification,,en,,0.49585298422507723,,ViT-B-32,wds/wds_vtab-flowers_test,0.21827647459877578,,commonpool_m_text_s128m_b4k,0.24101479915433405,ViT-B-32 commonpool_m_text_s128m_b4k
,,,,,zeroshot_classification,,en,,0.11058708733127338,,ViT-B-32,wds/wds_vtab-flowers_test,0.03543497828504562,,commonpool_s_basic_s13m_b4k,0.02650837534558465,ViT-B-32 commonpool_s_basic_s13m_b4k
,,,,,zeroshot_classification,,en,,0.15026833631484796,,ViT-B-32,wds/wds_vtab-flowers_test,0.05398302127109665,,commonpool_s_clip_s13m_b4k,0.044072206862904535,ViT-B-32 commonpool_s_clip_s13m_b4k
,,,,,zeroshot_classification,,en,,0.15514717840299236,,ViT-B-32,wds/wds_vtab-flowers_test,0.052756406209008774,,commonpool_s_image_s13m_b4k,0.04634899983737193,ViT-B-32 commonpool_s_image_s13m_b4k
,,,,,zeroshot_classification,,en,,0.09334851195316311,,ViT-B-32,wds/wds_vtab-flowers_test,0.025000735794754064,,commonpool_s_laion_s13m_b4k,0.01853959993494877,ViT-B-32 commonpool_s_laion_s13m_b4k
,,,,,zeroshot_classification,,en,,0.09562530492763051,,ViT-B-32,wds/wds_vtab-flowers_test,0.03384643383265839,,commonpool_s_s13m_b4k,0.02276792974467393,ViT-B-32 commonpool_s_s13m_b4k
,,,,,zeroshot_classification,,en,,0.15140673280208164,,ViT-B-32,wds/wds_vtab-flowers_test,0.04261031580848099,,commonpool_s_text_s13m_b4k,0.0377297121483168,ViT-B-32 commonpool_s_text_s13m_b4k
,,,,,zeroshot_classification,,en,,0.917059684501545,,ViT-L-14,wds/wds_vtab-flowers_test,0.800400635616242,,commonpool_xl_clip_s13b_b90k,0.7880956253049276,ViT-L-14 commonpool_xl_clip_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9141323792486583,,ViT-L-14,wds/wds_vtab-flowers_test,0.7430109805521862,,commonpool_xl_laion_s13b_b90k,0.7715075622052366,ViT-L-14 commonpool_xl_laion_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8811188811188811,,ViT-L-14,wds/wds_vtab-flowers_test,0.6957734796044784,,commonpool_xl_s13b_b90k,0.7157261343307855,ViT-L-14 commonpool_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8601398601398601,,ViTamin-B,wds/wds_vtab-flowers_test,0.6306968969223262,,datacomp1b,0.6553911205073996,ViTamin-B datacomp1b
,,,,,zeroshot_classification,,en,,0.9095787932997236,,ViTamin-B-LTT,wds/wds_vtab-flowers_test,0.7481828006096762,,datacomp1b,0.7508537973654252,ViTamin-B-LTT datacomp1b
,,,,,zeroshot_classification,,en,,0.9419417791510815,,ViTamin-L2-256,wds/wds_vtab-flowers_test,0.8489985404733946,,datacomp1b,0.8445275654577981,ViTamin-L2-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.9460074808912018,,ViTamin-L2-336,wds/wds_vtab-flowers_test,0.8538875730151723,,datacomp1b,0.8542852496340868,ViTamin-L2-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9377134493413564,,ViTamin-L-256,wds/wds_vtab-flowers_test,0.8483568299984882,,datacomp1b,0.8502195478939665,ViTamin-L-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.9460074808912018,,ViTamin-L2,wds/wds_vtab-flowers_test,0.8556411511793585,,datacomp1b,0.8526589689380387,ViTamin-L2 datacomp1b
,,,,,zeroshot_classification,,en,,0.9404781265246381,,ViTamin-L-336,wds/wds_vtab-flowers_test,0.8467400645140478,,datacomp1b,0.8468043584322654,ViTamin-L-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9333224914620264,,ViTamin-L,wds/wds_vtab-flowers_test,0.8505550512060973,,datacomp1b,0.848918523337128,ViTamin-L datacomp1b
,,,,,zeroshot_classification,,en,,0.8080988778663197,,ViTamin-S,wds/wds_vtab-flowers_test,0.5913398423800413,,datacomp1b,0.6031875101642543,ViTamin-S datacomp1b
,,,,,zeroshot_classification,,en,,0.8803057407708571,,ViTamin-S-LTT,wds/wds_vtab-flowers_test,0.6718231586403773,,datacomp1b,0.6914945519596682,ViTamin-S-LTT datacomp1b
,,,,,zeroshot_classification,,en,,0.95202471946658,,ViTamin-XL-256,wds/wds_vtab-flowers_test,0.8692391151191747,,datacomp1b,0.8668076109936576,ViTamin-XL-256 datacomp1b
,,,,,zeroshot_classification,,en,,0.9530004878842088,,ViTamin-XL-336,wds/wds_vtab-flowers_test,0.8621026229761914,,datacomp1b,0.8575378110261831,ViTamin-XL-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9453569686127825,,ViTamin-XL-384,wds/wds_vtab-flowers_test,0.8565710265714986,,datacomp1b,0.8560741583997398,ViTamin-XL-384 datacomp1b
,,,,,zeroshot_classification,,en,,0.946820621239226,,ViT-bigG-14-CLIPA-336,wds/wds_vtab-flowers_test,0.8694265319435799,,datacomp1b,0.865506586436819,ViT-bigG-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.949422670352903,,ViT-bigG-14-CLIPA,wds/wds_vtab-flowers_test,0.8695673115801837,,datacomp1b,0.8633924215319564,ViT-bigG-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.9408033826638478,,ViT-H-14-CLIPA-336,wds/wds_vtab-flowers_test,0.8465060702416428,,datacomp1b,0.8430639128313547,ViT-H-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.93885184582859,,ViT-H-14-CLIPA,wds/wds_vtab-flowers_test,0.8437622865124192,,datacomp1b,0.8425760286225402,ViT-H-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.924865831842576,,ViT-L-14-CLIPA-336,wds/wds_vtab-flowers_test,0.8097568785584078,,datacomp1b,0.8071231094486908,ViT-L-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,0.9251910879817856,,ViT-L-14-CLIPA,wds/wds_vtab-flowers_test,0.8100735371889922,,datacomp1b,0.8054968287526427,ViT-L-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,0.9060009757684176,,MobileCLIP-B,wds/wds_vtab-flowers_test,0.794326855355794,,datacompdr_lt,0.7869572288176939,MobileCLIP-B datacompdr_lt
,,,,,zeroshot_classification,,en,,0.9058383476988128,,MobileCLIP-B,wds/wds_vtab-flowers_test,0.7686832618648012,,datacompdr,0.761587249959343,MobileCLIP-B datacompdr
,,,,,zeroshot_classification,,en,,0.8798178565620426,,MobileCLIP-S1,wds/wds_vtab-flowers_test,0.7287928058737992,,datacompdr,0.7298747763864043,MobileCLIP-S1 datacompdr
,,,,,zeroshot_classification,,en,,0.8819320214669052,,MobileCLIP-S2,wds/wds_vtab-flowers_test,0.7310112017244726,,datacompdr,0.7502032850870061,MobileCLIP-S2 datacompdr
,,,,,zeroshot_classification,,en,,0.8409497479264921,,ViT-B-16,wds/wds_vtab-flowers_test,0.6264068016515274,,datacomp_l_s1b_b8k,0.6397788258253374,ViT-B-16 datacomp_l_s1b_b8k
,,,,,zeroshot_classification,,en,,0.5607415839973979,,ViT-B-32,wds/wds_vtab-flowers_test,0.2974331728810385,,datacomp_m_s128m_b4k,0.3233046023743698,ViT-B-32 datacomp_m_s128m_b4k
,,,,,zeroshot_classification,,en,,0.9139697511790535,,ViT-B-32-256,wds/wds_vtab-flowers_test,0.7828842850033739,,datacomp_s34b_b86k,0.7778500569198243,ViT-B-32-256 datacomp_s34b_b86k
,,,,,zeroshot_classification,,en,,0.15514717840299236,,ViT-B-32,wds/wds_vtab-flowers_test,0.052756406209008774,,datacomp_s_s13m_b4k,0.04634899983737193,ViT-B-32 datacomp_s_s13m_b4k
,,,,,zeroshot_classification,,en,,0.9084403968124898,,ViT-B-16,wds/wds_vtab-flowers_test,0.7700733070164661,,datacomp_xl_s13b_b90k,0.7570336640104082,ViT-B-16 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8920149617824037,,ViT-B-32,wds/wds_vtab-flowers_test,0.7353534714325133,,datacomp_xl_s13b_b90k,0.7321515693608717,ViT-B-32 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9351114002276792,,ViT-L-14,wds/wds_vtab-flowers_test,0.8259651143328745,,datacomp_xl_s13b_b90k,0.8172060497641893,ViT-L-14 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9440559440559441,,ViT-B-16,wds/wds_vtab-flowers_test,0.8198240841813704,,dfn2b,0.8204586111562856,ViT-B-16 dfn2b
,,,,,zeroshot_classification,,en,,0.9497479264921126,,ViT-L-14-quickgelu,wds/wds_vtab-flowers_test,0.8647221389439903,,dfn2b,0.8755895267523175,ViT-L-14-quickgelu dfn2b
,,,,,zeroshot_classification,,en,,0.9821109123434705,,ViT-H-14-378-quickgelu,wds/wds_vtab-flowers_test,0.8936802725360457,,dfn5b,0.914457635387868,ViT-H-14-378-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,0.9827614246218898,,ViT-H-14-quickgelu,wds/wds_vtab-flowers_test,0.899358841717089,,dfn5b,0.9234021792161327,ViT-H-14-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,0.9076272564644657,,xlm-roberta-large-ViT-H-14,wds/wds_vtab-flowers_test,0.7533544420782131,,frozen_laion5b_s13b_b90k,0.7752480078061473,xlm-roberta-large-ViT-H-14 frozen_laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8466417303626605,,ViT-B-32,wds/wds_vtab-flowers_test,0.6721765085856355,,laion2b_e16,0.6906814116116442,ViT-B-32 laion2b_e16
,,,,,zeroshot_classification,,en,,0.8334688567246706,,roberta-ViT-B-32,wds/wds_vtab-flowers_test,0.589723011678407,,laion2b_s12b_b32k,0.6209139697511791,roberta-ViT-B-32 laion2b_s12b_b32k
,,,,,zeroshot_classification,,en,,0.9053504634899984,,ViT-g-14,wds/wds_vtab-flowers_test,0.7813351381568824,,laion2b_s12b_b42k,0.7767116604325907,ViT-g-14 laion2b_s12b_b42k
,,,,,zeroshot_classification,,en,,0.8775410635875752,,convnext_base_w,wds/wds_vtab-flowers_test,0.7015233269081276,,laion2b_s13b_b82k_augreg,0.7075947308505448,convnext_base_w laion2b_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.8845340705805822,,convnext_base_w,wds/wds_vtab-flowers_test,0.6946512109879766,,laion2b_s13b_b82k,0.7036916571800292,convnext_base_w laion2b_s13b_b82k
,,,,,zeroshot_classification,,en,,0.8526589689380387,,coca_ViT-B-32,wds/wds_vtab-flowers_test,0.6292477441843015,,laion2b_s13b_b90k,0.6501870222800455,coca_ViT-B-32 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9154334038054969,,coca_ViT-L-14,wds/wds_vtab-flowers_test,0.7631139418507555,,laion2b_s13b_b90k,0.7594730850544804,coca_ViT-L-14 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.9069767441860465,,convnext_large_d,wds/wds_vtab-flowers_test,0.7665990705917748,,laion2b_s26b_b102k_augreg,0.7679297446739307,convnext_large_d laion2b_s26b_b102k_augreg
,,,,,zeroshot_classification,,en,,0.9102293055781427,,convnext_large_d_320,wds/wds_vtab-flowers_test,0.7699250664292071,,laion2b_s29b_b131k_ft,0.770369165718003,convnext_large_d_320 laion2b_s29b_b131k_ft
,,,,,zeroshot_classification,,en,,0.9097414213693283,,convnext_large_d_320,wds/wds_vtab-flowers_test,0.7755930373655002,,laion2b_s29b_b131k_ft_soup,0.7731338429012847,convnext_large_d_320 laion2b_s29b_b131k_ft_soup
,,,,,zeroshot_classification,,en,,0.9263294844690193,,ViT-H-14,wds/wds_vtab-flowers_test,0.7979343092225208,,laion2b_s32b_b79k,0.8012684989429175,ViT-H-14 laion2b_s32b_b79k
,,,,,zeroshot_classification,,en,,0.8894129126687266,,ViT-L-14,wds/wds_vtab-flowers_test,0.7477652928408781,,laion2b_s32b_b82k,0.7583346885672467,ViT-L-14 laion2b_s32b_b82k
,,,,,zeroshot_classification,,en,,0.8752642706131079,,ViT-B-32,wds/wds_vtab-flowers_test,0.7010932610087324,,laion2b_s34b_b79k,0.7157261343307855,ViT-B-32 laion2b_s34b_b79k
,,,,,zeroshot_classification,,en,,0.9339730037404456,,convnext_xxlarge,wds/wds_vtab-flowers_test,0.8094017731736487,,laion2b_s34b_b82k_augreg,0.8046836884046187,convnext_xxlarge laion2b_s34b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.9294194177915108,,convnext_xxlarge,wds/wds_vtab-flowers_test,0.8251921616381105,,laion2b_s34b_b82k_augreg_rewind,0.8222475199219386,convnext_xxlarge laion2b_s34b_b82k_augreg_rewind
,,,,,zeroshot_classification,,en,,0.9286062774434868,,convnext_xxlarge,wds/wds_vtab-flowers_test,0.8249313034309447,,laion2b_s34b_b82k_augreg_soup,0.8193202146690519,convnext_xxlarge laion2b_s34b_b82k_augreg_soup
,,,,,zeroshot_classification,,en,,0.8835583021629533,,ViT-B-16,wds/wds_vtab-flowers_test,0.7085759523708897,,laion2b_s34b_b88k,0.7131240852171085,ViT-B-16 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,0.9373881932021467,,ViT-g-14,wds/wds_vtab-flowers_test,0.8024933004136868,,laion2b_s34b_b88k,0.814929256789722,ViT-g-14 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,0.9443812001951537,,ViT-bigG-14,wds/wds_vtab-flowers_test,0.8156635934223823,,laion2b_s39b_b160k,0.8163929094161653,ViT-bigG-14 laion2b_s39b_b160k
,,,,,zeroshot_classification,,en,,0.945031712473573,,EVA02-E-14,wds/wds_vtab-flowers_test,0.8213795802415641,,laion2b_s4b_b115k,0.8256627093836396,EVA02-E-14 laion2b_s4b_b115k
,,,,,zeroshot_classification,,en,,0.9487721580744837,,EVA02-E-14-plus,wds/wds_vtab-flowers_test,0.8437666307029865,,laion2b_s9b_b144k,0.8451780777362172,EVA02-E-14-plus laion2b_s9b_b144k
,,,,,zeroshot_classification,,en,,0.9118555862741909,,ViT-H-14-CLIPA-336,wds/wds_vtab-flowers_test,0.8009720349998773,,laion2b,0.7970401691331924,ViT-H-14-CLIPA-336 laion2b
,,,,,zeroshot_classification,,en,,0.8658318425760286,,ViT-B-16,wds/wds_vtab-flowers_test,0.6693798113068021,,laion400m_e31,0.6936087168645308,ViT-B-16 laion400m_e31
,,,,,zeroshot_classification,,en,,0.8612782566270938,,ViT-B-16-plus-240,wds/wds_vtab-flowers_test,0.6820723114400171,,laion400m_e31,0.7058058220848918,ViT-B-16-plus-240 laion400m_e31
,,,,,zeroshot_classification,,en,,0.8329809725158562,,ViT-B-32,wds/wds_vtab-flowers_test,0.6311585397955674,,laion400m_e31,0.6584810538298911,ViT-B-32 laion400m_e31
,,,,,zeroshot_classification,,en,,0.856724670678159,,ViT-B-32-quickgelu,wds/wds_vtab-flowers_test,0.6638696345367866,,laion400m_e31,0.6814116116441697,ViT-B-32-quickgelu laion400m_e31
,,,,,zeroshot_classification,,en,,0.8941291266872662,,ViT-L-14,wds/wds_vtab-flowers_test,0.732343998964344,,laion400m_e31,0.7573589201496178,ViT-L-14 laion400m_e31
,,,,,zeroshot_classification,,en,,0.8664823548544479,,ViT-B-16,wds/wds_vtab-flowers_test,0.6685959506243102,,laion400m_e32,0.6927955765165067,ViT-B-16 laion400m_e32
,,,,,zeroshot_classification,,en,,0.8598146040006505,,ViT-B-16-plus-240,wds/wds_vtab-flowers_test,0.6887874461935987,,laion400m_e32,0.7114978045210604,ViT-B-16-plus-240 laion400m_e32
,,,,,zeroshot_classification,,en,,0.8326557163766466,,ViT-B-32,wds/wds_vtab-flowers_test,0.6316518614294347,,laion400m_e32,0.6581557976906814,ViT-B-32 laion400m_e32
,,,,,zeroshot_classification,,en,,0.8583509513742071,,ViT-B-32-quickgelu,wds/wds_vtab-flowers_test,0.6620639178855566,,laion400m_e32,0.6807610993657506,ViT-B-32-quickgelu laion400m_e32
,,,,,zeroshot_classification,,en,,0.8920149617824037,,ViT-L-14,wds/wds_vtab-flowers_test,0.7299444200323022,,laion400m_e32,0.7552447552447552,ViT-L-14 laion400m_e32
,,,,,zeroshot_classification,,en,,0.9042120670027647,,EVA01-g-14,wds/wds_vtab-flowers_test,0.7417064822268157,,laion400m_s11b_b41k,0.7425597658155798,EVA01-g-14 laion400m_s11b_b41k
,,,,,zeroshot_classification,,en,,0.8633924215319564,,convnext_base,wds/wds_vtab-flowers_test,0.6887008998105907,,laion400m_s13b_b51k,0.7071068466417304,convnext_base laion400m_s13b_b51k
,,,,,zeroshot_classification,,en,,0.8435517970401691,,xlm-roberta-base-ViT-B-32,wds/wds_vtab-flowers_test,0.6239627936092577,,laion5b_s13b_b90k,0.6319726784843064,xlm-roberta-base-ViT-B-32 laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8913644495039844,,convnext_base_w_320,wds/wds_vtab-flowers_test,0.7532991211304769,,laion_aesthetic_s13b_b82k_augreg,0.7591478289152708,convnext_base_w_320 laion_aesthetic_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,0.9040494389331598,,convnext_base_w_320,wds/wds_vtab-flowers_test,0.717286938238981,,laion_aesthetic_s13b_b82k,0.7233696536022117,convnext_base_w_320 laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,0.900471621401854,,convnext_base_w,wds/wds_vtab-flowers_test,0.7158317128599729,,laion_aesthetic_s13b_b82k,0.7373556675882257,convnext_base_w laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,0.917872824849569,,EVA01-g-14-plus,wds/wds_vtab-flowers_test,0.7961502338342248,,merged2b_s11b_b114k,0.7968775410635875,EVA01-g-14-plus merged2b_s11b_b114k
,,,,,zeroshot_classification,,en,,0.9076272564644657,,EVA02-L-14,wds/wds_vtab-flowers_test,0.7630228244021146,,merged2b_s4b_b131k,0.767767116604326,EVA02-L-14 merged2b_s4b_b131k
,,,,,zeroshot_classification,,en,,0.9139697511790535,,EVA02-L-14-336,wds/wds_vtab-flowers_test,0.7650842455288963,,merged2b_s6b_b61k,0.7718328183444463,EVA02-L-14-336 merged2b_s6b_b61k
,,,,,zeroshot_classification,,en,,0.8804683688404619,,EVA02-B-16,wds/wds_vtab-flowers_test,0.7248860520030397,,merged2b_s8b_b131k,0.7575215482192227,EVA02-B-16 merged2b_s8b_b131k
,,,,,zeroshot_classification,,en,,0.8848593267197918,,ViT-B-16-quickgelu,wds/wds_vtab-flowers_test,0.722576243389353,,metaclip_400m,0.7358920149617824,ViT-B-16-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.8684338916897056,,ViT-B-32-quickgelu,wds/wds_vtab-flowers_test,0.681388333185244,,metaclip_400m,0.7116604325906651,ViT-B-32-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.9155960318751016,,ViT-L-14-quickgelu,wds/wds_vtab-flowers_test,0.7644206202980155,,metaclip_400m,0.7754106358757522,ViT-L-14-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,0.8731501057082452,,ViT-B-16-quickgelu,wds/wds_vtab-flowers_test,0.7360590851850162,,metaclip_fullcc,0.747601235973329,ViT-B-16-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.8721743372906163,,ViT-B-32-quickgelu,wds/wds_vtab-flowers_test,0.693399766619561,,metaclip_fullcc,0.7027158887624004,ViT-B-32-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.955439908928281,,ViT-H-14-quickgelu,wds/wds_vtab-flowers_test,0.8463170149688318,,metaclip_fullcc,0.8520084566596194,ViT-H-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.9409660107334525,,ViT-L-14-quickgelu,wds/wds_vtab-flowers_test,0.8135057185954114,,metaclip_fullcc,0.8230606602699626,ViT-L-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,0.3003740445600911,,nllb-clip-base-siglip,wds/wds_vtab-flowers_test,0.1302686415561665,,mrl,0.11205073995771671,nllb-clip-base-siglip mrl
,,,,,zeroshot_classification,,en,,0.452431289640592,,nllb-clip-large-siglip,wds/wds_vtab-flowers_test,0.24741460727164938,,mrl,0.24703203772971216,nllb-clip-large-siglip mrl
,,,,,zeroshot_classification,,en,,0.06423808749390145,,coca_ViT-B-32,wds/wds_vtab-flowers_test,0.012943748080620914,,mscoco_finetuned_laion2b_s13b_b90k,0.016588063099691006,coca_ViT-B-32 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8929907302000325,,coca_ViT-L-14,wds/wds_vtab-flowers_test,0.7076033755243428,,mscoco_finetuned_laion2b_s13b_b90k,0.7101967799642218,coca_ViT-L-14 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,0.8539599934948772,,RN101,wds/wds_vtab-flowers_test,0.6525683452698154,,openai,0.6521385591153033,RN101 openai
,,,,,zeroshot_classification,,en,,0.8539599934948772,,RN101-quickgelu,wds/wds_vtab-flowers_test,0.6525683452698154,,openai,0.6521385591153033,RN101-quickgelu openai
,,,,,zeroshot_classification,,en,,0.8464791022930558,,RN50,wds/wds_vtab-flowers_test,0.6538204689606338,,openai,0.6589689380387055,RN50 openai
,,,,,zeroshot_classification,,en,,0.8464791022930558,,RN50-quickgelu,wds/wds_vtab-flowers_test,0.6538204689606338,,openai,0.6589689380387055,RN50-quickgelu openai
,,,,,zeroshot_classification,,en,,0.8804683688404619,,RN50x16,wds/wds_vtab-flowers_test,0.7182435497298485,,openai,0.7243454220198406,RN50x16 openai
,,,,,zeroshot_classification,,en,,0.8703854285249634,,RN50x4,wds/wds_vtab-flowers_test,0.6764062544063804,,openai,0.6970239063262319,RN50x4 openai
,,,,,zeroshot_classification,,en,,0.9165718002927306,,RN50x64,wds/wds_vtab-flowers_test,0.7745320649748176,,openai,0.7880956253049276,RN50x64 openai
,,,,,zeroshot_classification,,en,,0.8599772320702553,,ViT-B-16,wds/wds_vtab-flowers_test,0.6912415505382272,,openai,0.7121483167994795,ViT-B-16 openai
,,,,,zeroshot_classification,,en,,0.856724670678159,,ViT-B-32,wds/wds_vtab-flowers_test,0.6660675128301304,,openai,0.6636851520572451,ViT-B-32 openai
,,,,,zeroshot_classification,,en,,0.856724670678159,,ViT-B-32-quickgelu,wds/wds_vtab-flowers_test,0.6660675128301304,,openai,0.6636851520572451,ViT-B-32-quickgelu openai
,,,,,zeroshot_classification,,en,,0.9255163441209953,,ViT-L-14-336,wds/wds_vtab-flowers_test,0.7850896913563213,,openai,0.7828915270775736,ViT-L-14-336 openai
,,,,,zeroshot_classification,,en,,0.9208001301024556,,ViT-L-14,wds/wds_vtab-flowers_test,0.7924010288906139,,openai,0.7919986989754432,ViT-L-14 openai
,,,,,zeroshot_classification,,en,,0.20474873963246057,,nllb-clip-base,wds/wds_vtab-flowers_test,0.08501962152124024,,v1,0.0837534558464791,nllb-clip-base v1
,,,,,zeroshot_classification,,en,,0.29663359895918034,,nllb-clip-base-siglip,wds/wds_vtab-flowers_test,0.15244271444196772,,v1,0.1331923890063425,nllb-clip-base-siglip v1
,,,,,zeroshot_classification,,en,,0.21434379573914458,,nllb-clip-large,wds/wds_vtab-flowers_test,0.09782444821340842,,v1,0.10196779964221825,nllb-clip-large v1
,,,,,zeroshot_classification,,en,,0.46771832818344444,,nllb-clip-large-siglip,wds/wds_vtab-flowers_test,0.24995273585881772,,v1,0.24719466579931695,nllb-clip-large-siglip v1
,,,,,zeroshot_classification,,en,,0.9500731826313221,,ViT-B-16-SigLIP-256,wds/wds_vtab-flowers_test,0.8524776525283001,,webli,0.8497316636851521,ViT-B-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,0.9549520247194666,,ViT-B-16-SigLIP-384,wds/wds_vtab-flowers_test,0.8626674756750549,,webli,0.860302488209465,ViT-B-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.954626768580257,,ViT-B-16-SigLIP-512,wds/wds_vtab-flowers_test,0.867154998226954,,webli,0.8635550496015613,ViT-B-16-SigLIP-512 webli
,,,,,zeroshot_classification,,en,,0.9543015124410473,,ViT-B-16-SigLIP,wds/wds_vtab-flowers_test,0.8553360610175952,,webli,0.851520572450805,ViT-B-16-SigLIP webli
,,,,,zeroshot_classification,,en,,0.9588550983899821,,ViT-B-16-SigLIP-i18n-256,wds/wds_vtab-flowers_test,0.839135601742214,,webli,0.8528215970076435,ViT-B-16-SigLIP-i18n-256 webli
,,,,,zeroshot_classification,,en,,0.9663359895918036,,ViT-L-16-SigLIP-256,wds/wds_vtab-flowers_test,0.8820417998319625,,webli,0.8837209302325582,ViT-L-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,0.9710522036103432,,ViT-L-16-SigLIP-384,wds/wds_vtab-flowers_test,0.893503144029809,,webli,0.8936412424784518,ViT-L-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.9835745649699138,,ViT-SO400M-14-SigLIP-384,wds/wds_vtab-flowers_test,0.9113090693006944,,webli,0.9284436493738819,ViT-SO400M-14-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,0.9830866807610994,,ViT-SO400M-14-SigLIP,wds/wds_vtab-flowers_test,0.8982795145021271,,webli,0.9253537160513905,ViT-SO400M-14-SigLIP webli
,,,,,zeroshot_classification,,en,,0.7436981623028135,,RN101,wds/wds_vtab-flowers_test,0.48827511578798305,,yfcc15m,0.5017075947308506,RN101 yfcc15m
,,,,,zeroshot_classification,,en,,0.7453244429988616,,RN101-quickgelu,wds/wds_vtab-flowers_test,0.49423703018779414,,yfcc15m,0.5046348999837372,RN101-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,0.7423971377459749,,RN50,wds/wds_vtab-flowers_test,0.4679108198217816,,yfcc15m,0.5020328508700602,RN50 yfcc15m
,,,,,zeroshot_classification,,en,,0.7456496991380712,,RN50-quickgelu,wds/wds_vtab-flowers_test,0.47291105505392805,,yfcc15m,0.5041470157749227,RN50-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,nan,,RN50,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.4065762362637363,,cc12m,0.37130801687763715,RN50 cc12m
,,,,,zeroshot_classification,,en,,nan,,RN50-quickgelu,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.4065762362637363,,cc12m,0.37130801687763715,RN50-quickgelu cc12m
,,,,,zeroshot_classification,,en,,nan,,ViT-B-16,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.3878125284762107,,commonpool_l_basic_s1b_b8k,0.33755274261603374,ViT-B-16 commonpool_l_basic_s1b_b8k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-16,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.2580376580966204,,commonpool_l_clip_s1b_b8k,0.3755274261603376,ViT-B-16 commonpool_l_clip_s1b_b8k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-16,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.4038451674962461,,commonpool_l_image_s1b_b8k,0.3853727144866385,ViT-B-16 commonpool_l_image_s1b_b8k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-16,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.3723949694173751,,commonpool_l_laion_s1b_b8k,0.350210970464135,ViT-B-16 commonpool_l_laion_s1b_b8k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-16,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.2299227011196351,,commonpool_l_s1b_b8k,0.2672292545710267,ViT-B-16 commonpool_l_s1b_b8k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-16,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.33809365883485576,,commonpool_l_text_s1b_b8k,0.2672292545710267,ViT-B-16 commonpool_l_text_s1b_b8k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.2373492679880509,,commonpool_m_basic_s128m_b4k,0.2981715893108298,ViT-B-32 commonpool_m_basic_s128m_b4k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.2642578529960605,,commonpool_m_clip_s128m_b4k,0.3263009845288326,ViT-B-32 commonpool_m_clip_s128m_b4k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.24691499669510875,,commonpool_m_image_s128m_b4k,0.29957805907172996,ViT-B-32 commonpool_m_image_s128m_b4k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.20028676369598436,,commonpool_m_laion_s128m_b4k,0.28270042194092826,ViT-B-32 commonpool_m_laion_s128m_b4k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.1955315026954178,,commonpool_m_s128m_b4k,0.2742616033755274,ViT-B-32 commonpool_m_s128m_b4k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.21795438498978487,,commonpool_m_text_s128m_b4k,0.28973277074542897,ViT-B-32 commonpool_m_text_s128m_b4k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.26457285353752125,,commonpool_s_basic_s13m_b4k,0.3389592123769339,ViT-B-32 commonpool_s_basic_s13m_b4k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.19590475153226775,,commonpool_s_clip_s13m_b4k,0.279887482419128,ViT-B-32 commonpool_s_clip_s13m_b4k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.22418327545096411,,commonpool_s_image_s13m_b4k,0.2883263009845288,ViT-B-32 commonpool_s_image_s13m_b4k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.2125112666746785,,commonpool_s_laion_s13m_b4k,0.2517580872011252,ViT-B-32 commonpool_s_laion_s13m_b4k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.23311152291105122,,commonpool_s_s13m_b4k,0.3459915611814346,ViT-B-32 commonpool_s_s13m_b4k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.37559755264714856,,commonpool_s_text_s13m_b4k,0.3980309423347398,ViT-B-32 commonpool_s_text_s13m_b4k
,,,,,zeroshot_classification,,en,,nan,,ViT-L-14,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.4041555643836394,,commonpool_xl_clip_s13b_b90k,0.29535864978902954,ViT-L-14 commonpool_xl_clip_s13b_b90k
,,,,,zeroshot_classification,,en,,nan,,ViT-L-14,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.2604821034856863,,commonpool_xl_laion_s13b_b90k,0.13783403656821377,ViT-L-14 commonpool_xl_laion_s13b_b90k
,,,,,zeroshot_classification,,en,,nan,,ViT-L-14,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.3669999222475637,,commonpool_xl_s13b_b90k,0.340365682137834,ViT-L-14 commonpool_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,nan,,ViTamin-B,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.22944589379644514,,datacomp1b,0.22081575246132207,ViTamin-B datacomp1b
,,,,,zeroshot_classification,,en,,nan,,ViTamin-B-LTT,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.18386797487754405,,datacomp1b,0.15611814345991562,ViTamin-B-LTT datacomp1b
,,,,,zeroshot_classification,,en,,nan,,ViTamin-L2-256,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.22947697207251347,,datacomp1b,0.14064697609001406,ViTamin-L2-256 datacomp1b
,,,,,zeroshot_classification,,en,,nan,,ViTamin-L2-336,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.26609155176034155,,datacomp1b,0.1350210970464135,ViTamin-L2-336 datacomp1b
,,,,,zeroshot_classification,,en,,nan,,ViTamin-L-256,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.2822600161150591,,datacomp1b,0.2180028129395218,ViTamin-L-256 datacomp1b
,,,,,zeroshot_classification,,en,,nan,,ViTamin-L2,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.10238121994728022,,datacomp1b,0.09423347398030943,ViTamin-L2 datacomp1b
,,,,,zeroshot_classification,,en,,nan,,ViTamin-L-336,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.25948827135038977,,datacomp1b,0.20253164556962025,ViTamin-L-336 datacomp1b
,,,,,zeroshot_classification,,en,,nan,,ViTamin-L,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.29693244559640575,,datacomp1b,0.23628691983122363,ViTamin-L datacomp1b
,,,,,zeroshot_classification,,en,,nan,,ViTamin-S,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.21430809080956298,,datacomp1b,0.2630098452883263,ViTamin-S datacomp1b
,,,,,zeroshot_classification,,en,,nan,,ViTamin-S-LTT,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.253156255736512,,datacomp1b,0.16736990154711673,ViTamin-S-LTT datacomp1b
,,,,,zeroshot_classification,,en,,nan,,ViTamin-XL-256,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.25222220300880466,,datacomp1b,0.17580872011251758,ViTamin-XL-256 datacomp1b
,,,,,zeroshot_classification,,en,,nan,,ViTamin-XL-336,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.24356880669654823,,datacomp1b,0.15611814345991562,ViTamin-XL-336 datacomp1b
,,,,,zeroshot_classification,,en,,nan,,ViTamin-XL-384,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.22933512546370827,,datacomp1b,0.13642756680731363,ViTamin-XL-384 datacomp1b
,,,,,zeroshot_classification,,en,,nan,,ViT-bigG-14-CLIPA-336,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.32013559876309244,,datacomp1b,0.2616033755274262,ViT-bigG-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,nan,,ViT-bigG-14-CLIPA,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.3335085246219349,,datacomp1b,0.2742616033755274,ViT-bigG-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,nan,,ViT-H-14-CLIPA-336,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.3970794034786869,,datacomp1b,0.2616033755274262,ViT-H-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,nan,,ViT-H-14-CLIPA,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.393846169116006,,datacomp1b,0.24753867791842477,ViT-H-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,nan,,ViT-L-14-CLIPA-336,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.33169610047595716,,datacomp1b,0.20253164556962025,ViT-L-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,nan,,ViT-L-14-CLIPA,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.3206430015048646,,datacomp1b,0.19127988748241911,ViT-L-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,nan,,MobileCLIP-B,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.25840897756701897,,datacompdr_lt,0.10829817158931083,MobileCLIP-B datacompdr_lt
,,,,,zeroshot_classification,,en,,nan,,MobileCLIP-B,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.22871250962413384,,datacompdr,0.10407876230661041,MobileCLIP-B datacompdr
,,,,,zeroshot_classification,,en,,nan,,MobileCLIP-S1,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.3339093499863314,,datacompdr,0.2419127988748242,MobileCLIP-S1 datacompdr
,,,,,zeroshot_classification,,en,,nan,,MobileCLIP-S2,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.33385685264741266,,datacompdr,0.23628691983122363,MobileCLIP-S2 datacompdr
,,,,,zeroshot_classification,,en,,nan,,ViT-B-16,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.4290348231866679,,datacomp_l_s1b_b8k,0.39943741209563993,ViT-B-16 datacomp_l_s1b_b8k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.17078870478307895,,datacomp_m_s128m_b4k,0.21237693389592124,ViT-B-32 datacomp_m_s128m_b4k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32-256,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.25587796243385263,,datacomp_s34b_b86k,0.2714486638537271,ViT-B-32-256 datacomp_s34b_b86k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.22418327545096411,,datacomp_s_s13m_b4k,0.2883263009845288,ViT-B-32 datacomp_s_s13m_b4k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-16,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.35869471983370554,,datacomp_xl_s13b_b90k,0.29254571026722925,ViT-B-16 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.2805497596607815,,datacomp_xl_s13b_b90k,0.1617440225035162,ViT-B-32 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,nan,,ViT-L-14,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.38377101750700926,,datacomp_xl_s13b_b90k,0.2770745428973277,ViT-L-14 datacomp_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-16,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.2909473486419241,,dfn2b,0.19549929676511954,ViT-B-16 dfn2b
,,,,,zeroshot_classification,,en,,nan,,ViT-L-14-quickgelu,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.34846606906793487,,dfn2b,0.2039381153305204,ViT-L-14-quickgelu dfn2b
,,,,,zeroshot_classification,,en,,nan,,ViT-H-14-378-quickgelu,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.43215786493130715,,dfn5b,0.3980309423347398,ViT-H-14-378-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,nan,,ViT-H-14-quickgelu,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.42449915504066904,,dfn5b,0.33473980309423346,ViT-H-14-quickgelu dfn5b
,,,,,zeroshot_classification,,en,,nan,,xlm-roberta-large-ViT-H-14,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.2915097290418391,,frozen_laion5b_s13b_b90k,0.13783403656821377,xlm-roberta-large-ViT-H-14 frozen_laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.32600289087189704,,laion2b_e16,0.17580872011251758,ViT-B-32 laion2b_e16
,,,,,zeroshot_classification,,en,,nan,,roberta-ViT-B-32,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.40476050433762845,,laion2b_s12b_b32k,0.3881856540084388,roberta-ViT-B-32 laion2b_s12b_b32k
,,,,,zeroshot_classification,,en,,nan,,ViT-g-14,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.17398891705878547,,laion2b_s12b_b42k,0.13642756680731363,ViT-g-14 laion2b_s12b_b42k
,,,,,zeroshot_classification,,en,,nan,,convnext_base_w,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.2856525191624263,,laion2b_s13b_b82k_augreg,0.20675105485232068,convnext_base_w laion2b_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,nan,,convnext_base_w,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.27235171240248757,,laion2b_s13b_b82k,0.15049226441631505,convnext_base_w laion2b_s13b_b82k
,,,,,zeroshot_classification,,en,,nan,,coca_ViT-B-32,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.35656126561816986,,laion2b_s13b_b90k,0.26863572433192684,coca_ViT-B-32 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,nan,,coca_ViT-L-14,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.2651479491845734,,laion2b_s13b_b90k,0.19127988748241911,coca_ViT-L-14 laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,nan,,convnext_large_d,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.2622625682438581,,laion2b_s26b_b102k_augreg,0.10267229254571027,convnext_large_d laion2b_s26b_b102k_augreg
,,,,,zeroshot_classification,,en,,nan,,convnext_large_d_320,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.26290235441310283,,laion2b_s29b_b131k_ft,0.10407876230661041,convnext_large_d_320 laion2b_s29b_b131k_ft
,,,,,zeroshot_classification,,en,,nan,,convnext_large_d_320,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.26130999772520475,,laion2b_s29b_b131k_ft_soup,0.10267229254571027,convnext_large_d_320 laion2b_s29b_b131k_ft_soup
,,,,,zeroshot_classification,,en,,nan,,ViT-H-14,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.27070063694267515,,laion2b_s32b_b79k,0.10970464135021098,ViT-H-14 laion2b_s32b_b79k
,,,,,zeroshot_classification,,en,,nan,,ViT-L-14,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.3154647387749253,,laion2b_s32b_b82k,0.22784810126582278,ViT-L-14 laion2b_s32b_b82k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.34035006837592163,,laion2b_s34b_b79k,0.2616033755274262,ViT-B-32 laion2b_s34b_b79k
,,,,,zeroshot_classification,,en,,nan,,convnext_xxlarge,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.264767787644395,,laion2b_s34b_b82k_augreg,0.2630098452883263,convnext_xxlarge laion2b_s34b_b82k_augreg
,,,,,zeroshot_classification,,en,,nan,,convnext_xxlarge,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.30770883627548995,,laion2b_s34b_b82k_augreg_rewind,0.2419127988748242,convnext_xxlarge laion2b_s34b_b82k_augreg_rewind
,,,,,zeroshot_classification,,en,,nan,,convnext_xxlarge,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.3014260411728039,,laion2b_s34b_b82k_augreg_soup,0.23628691983122363,convnext_xxlarge laion2b_s34b_b82k_augreg_soup
,,,,,zeroshot_classification,,en,,nan,,ViT-B-16,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.26969043098621126,,laion2b_s34b_b88k,0.1729957805907173,ViT-B-16 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,nan,,ViT-g-14,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.391856367066115,,laion2b_s34b_b88k,0.270042194092827,ViT-g-14 laion2b_s34b_b88k
,,,,,zeroshot_classification,,en,,nan,,ViT-bigG-14,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.22353374133827958,,laion2b_s39b_b160k,0.12939521800281295,ViT-bigG-14 laion2b_s39b_b160k
,,,,,zeroshot_classification,,en,,nan,,EVA02-E-14,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.29186838485243877,,laion2b_s4b_b115k,0.12939521800281295,EVA02-E-14 laion2b_s4b_b115k
,,,,,zeroshot_classification,,en,,nan,,EVA02-E-14-plus,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.3508089740673339,,laion2b_s9b_b144k,0.18424753867791843,EVA02-E-14-plus laion2b_s9b_b144k
,,,,,zeroshot_classification,,en,,nan,,ViT-H-14-CLIPA-336,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.2997252747252747,,laion2b,0.15752461322081576,ViT-H-14-CLIPA-336 laion2b
,,,,,zeroshot_classification,,en,,nan,,ViT-B-16,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.264199214700394,,laion400m_e31,0.19971870604781997,ViT-B-16 laion400m_e31
,,,,,zeroshot_classification,,en,,nan,,ViT-B-16-plus-240,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.4046077005781744,,laion400m_e31,0.279887482419128,ViT-B-16-plus-240 laion400m_e31
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.26684862896537426,,laion400m_e31,0.12236286919831224,ViT-B-32 laion400m_e31
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32-quickgelu,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.3602604306296395,,laion400m_e31,0.2911392405063291,ViT-B-32-quickgelu laion400m_e31
,,,,,zeroshot_classification,,en,,nan,,ViT-L-14,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.18059389778740667,,laion400m_e31,0.19831223628691982,ViT-L-14 laion400m_e31
,,,,,zeroshot_classification,,en,,nan,,ViT-B-16,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.25176238855484134,,laion400m_e32,0.18143459915611815,ViT-B-16 laion400m_e32
,,,,,zeroshot_classification,,en,,nan,,ViT-B-16-plus-240,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.40927549008796754,,laion400m_e32,0.2812939521800281,ViT-B-16-plus-240 laion400m_e32
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.2599996112378188,,laion400m_e32,0.11673699015471167,ViT-B-32 laion400m_e32
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32-quickgelu,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.36350523293705456,,laion400m_e32,0.2883263009845288,ViT-B-32-quickgelu laion400m_e32
,,,,,zeroshot_classification,,en,,nan,,ViT-L-14,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.17285812673085837,,laion400m_e32,0.2011251758087201,ViT-L-14 laion400m_e32
,,,,,zeroshot_classification,,en,,nan,,EVA01-g-14,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.21183333476402222,,laion400m_s11b_b41k,0.2419127988748242,EVA01-g-14 laion400m_s11b_b41k
,,,,,zeroshot_classification,,en,,nan,,convnext_base,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.32472151091307444,,laion400m_s13b_b51k,0.2967651195499297,convnext_base laion400m_s13b_b51k
,,,,,zeroshot_classification,,en,,nan,,xlm-roberta-base-ViT-B-32,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.3012367424667629,,laion5b_s13b_b90k,0.1828410689170183,xlm-roberta-base-ViT-B-32 laion5b_s13b_b90k
,,,,,zeroshot_classification,,en,,nan,,convnext_base_w_320,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.20247735192040262,,laion_aesthetic_s13b_b82k_augreg,0.21940928270042195,convnext_base_w_320 laion_aesthetic_s13b_b82k_augreg
,,,,,zeroshot_classification,,en,,nan,,convnext_base_w_320,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.25111607142857145,,laion_aesthetic_s13b_b82k,0.09282700421940929,convnext_base_w_320 laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,nan,,convnext_base_w,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.37122334255247214,,laion_aesthetic_s13b_b82k,0.2630098452883263,convnext_base_w laion_aesthetic_s13b_b82k
,,,,,zeroshot_classification,,en,,nan,,EVA01-g-14-plus,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.31227962920837127,,merged2b_s11b_b114k,0.15049226441631505,EVA01-g-14-plus merged2b_s11b_b114k
,,,,,zeroshot_classification,,en,,nan,,EVA02-L-14,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.2635654002814275,,merged2b_s4b_b131k,0.2517580872011252,EVA02-L-14 merged2b_s4b_b131k
,,,,,zeroshot_classification,,en,,nan,,EVA02-L-14-336,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.19960304368597392,,merged2b_s6b_b61k,0.24050632911392406,EVA02-L-14-336 merged2b_s6b_b61k
,,,,,zeroshot_classification,,en,,nan,,EVA02-B-16,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.2810057277628032,,merged2b_s8b_b131k,0.22081575246132207,EVA02-B-16 merged2b_s8b_b131k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-16-quickgelu,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.3111611414288752,,metaclip_400m,0.24472573839662448,ViT-B-16-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32-quickgelu,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.30968854990550854,,metaclip_400m,0.2587904360056259,ViT-B-32-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,nan,,ViT-L-14-quickgelu,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.32657166397477055,,metaclip_400m,0.2419127988748242,ViT-L-14-quickgelu metaclip_400m
,,,,,zeroshot_classification,,en,,nan,,ViT-B-16-quickgelu,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.3256892811250761,,metaclip_fullcc,0.18424753867791843,ViT-B-16-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32-quickgelu,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.23394513509114367,,metaclip_fullcc,0.18706047819971872,ViT-B-32-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,nan,,ViT-H-14-quickgelu,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.40384615384615385,,metaclip_fullcc,0.2770745428973277,ViT-H-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,nan,,ViT-L-14-quickgelu,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.41148068371959734,,metaclip_fullcc,0.2770745428973277,ViT-L-14-quickgelu metaclip_fullcc
,,,,,zeroshot_classification,,en,,nan,,nllb-clip-base-siglip,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.181415968848181,,mrl,0.2250351617440225,nllb-clip-base-siglip mrl
,,,,,zeroshot_classification,,en,,nan,,nllb-clip-large-siglip,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.20443689696465053,,mrl,0.2419127988748242,nllb-clip-large-siglip mrl
,,,,,zeroshot_classification,,en,,nan,,coca_ViT-B-32,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.22062383371345634,,mscoco_finetuned_laion2b_s13b_b90k,0.2714486638537271,coca_ViT-B-32 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,nan,,coca_ViT-L-14,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.41158582903246255,,mscoco_finetuned_laion2b_s13b_b90k,0.35443037974683544,coca_ViT-L-14 mscoco_finetuned_laion2b_s13b_b90k
,,,,,zeroshot_classification,,en,,nan,,RN101,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.2831367924528302,,openai,0.2616033755274262,RN101 openai
,,,,,zeroshot_classification,,en,,nan,,RN101-quickgelu,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.2831367924528302,,openai,0.2616033755274262,RN101-quickgelu openai
,,,,,zeroshot_classification,,en,,nan,,RN50,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.2426340503175469,,openai,0.17158931082981715,RN50 openai
,,,,,zeroshot_classification,,en,,nan,,RN50-quickgelu,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.2426340503175469,,openai,0.17158931082981715,RN50-quickgelu openai
,,,,,zeroshot_classification,,en,,nan,,RN50x16,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.2517666145895926,,openai,0.22925457102672292,RN50x16 openai
,,,,,zeroshot_classification,,en,,nan,,RN50x4,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.2788098693759071,,openai,0.23347398030942335,RN50x4 openai
,,,,,zeroshot_classification,,en,,nan,,RN50x64,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.26495230936291203,,openai,0.30942334739803096,RN50x64 openai
,,,,,zeroshot_classification,,en,,nan,,ViT-B-16,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.35555934871521944,,openai,0.26441631504922647,ViT-B-16 openai
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.40417802963771,,openai,0.2742616033755274,ViT-B-32 openai
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32-quickgelu,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.40417802963771,,openai,0.2742616033755274,ViT-B-32-quickgelu openai
,,,,,zeroshot_classification,,en,,nan,,ViT-L-14-336,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.37064482150615874,,openai,0.2630098452883263,ViT-L-14-336 openai
,,,,,zeroshot_classification,,en,,nan,,ViT-L-14,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.3656881697274604,,openai,0.2180028129395218,ViT-L-14 openai
,,,,,zeroshot_classification,,en,,nan,,nllb-clip-base,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.251036051212938,,v1,0.3727144866385373,nllb-clip-base v1
,,,,,zeroshot_classification,,en,,nan,,nllb-clip-base-siglip,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.16106481342386733,,v1,0.19831223628691982,nllb-clip-base-siglip v1
,,,,,zeroshot_classification,,en,,nan,,nllb-clip-large,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.27246041105121294,,v1,0.369901547116737,nllb-clip-large v1
,,,,,zeroshot_classification,,en,,nan,,nllb-clip-large-siglip,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.3918499021408828,,v1,0.4191279887482419,nllb-clip-large-siglip v1
,,,,,zeroshot_classification,,en,,nan,,ViT-B-16-SigLIP-256,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.42982156517470027,,webli,0.36849507735583686,ViT-B-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,nan,,ViT-B-16-SigLIP-384,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.41192051117522066,,webli,0.3361462728551336,ViT-B-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,nan,,ViT-B-16-SigLIP-512,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.468226823913678,,webli,0.3924050632911392,ViT-B-16-SigLIP-512 webli
,,,,,zeroshot_classification,,en,,nan,,ViT-B-16-SigLIP,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.47740454774164665,,webli,0.4120956399437412,ViT-B-16-SigLIP webli
,,,,,zeroshot_classification,,en,,nan,,ViT-B-16-SigLIP-i18n-256,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.2948978719273756,,webli,0.38677918424753865,ViT-B-16-SigLIP-i18n-256 webli
,,,,,zeroshot_classification,,en,,nan,,ViT-L-16-SigLIP-256,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.2699066706637912,,webli,0.19831223628691982,ViT-L-16-SigLIP-256 webli
,,,,,zeroshot_classification,,en,,nan,,ViT-L-16-SigLIP-384,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.28490835529990977,,webli,0.2222222222222222,ViT-L-16-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,nan,,ViT-SO400M-14-SigLIP-384,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.3380390835579515,,webli,0.21237693389592124,ViT-SO400M-14-SigLIP-384 webli
,,,,,zeroshot_classification,,en,,nan,,ViT-SO400M-14-SigLIP,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.35956106108469105,,webli,0.24613220815752462,ViT-SO400M-14-SigLIP webli
,,,,,zeroshot_classification,,en,,nan,,RN101,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.23314453674405156,,yfcc15m,0.21237693389592124,RN101 yfcc15m
,,,,,zeroshot_classification,,en,,nan,,RN101-quickgelu,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.22570152176870117,,yfcc15m,0.20675105485232068,RN101-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,nan,,RN50,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.31927506211940926,,yfcc15m,0.26019690576652604,RN50 yfcc15m
,,,,,zeroshot_classification,,en,,nan,,RN50-quickgelu,wds/wds_vtab-kitti_closest_vehicle_distance_test,0.2292855603490969,,yfcc15m,0.2559774964838256,RN50-quickgelu yfcc15m
,,,,,zeroshot_classification,,en,,nan,,RN50,wds/wds_vtab-pcam_test,0.5037215545116223,,cc12m,0.503509521484375,RN50 cc12m
,,,,,zeroshot_classification,,en,,nan,,RN50-quickgelu,wds/wds_vtab-pcam_test,0.5035385272405588,,cc12m,0.503326416015625,RN50-quickgelu cc12m
,,,,,zeroshot_classification,,en,,nan,,ViT-B-16,wds/wds_vtab-pcam_test,0.5907146183588218,,commonpool_l_basic_s1b_b8k,0.590576171875,ViT-B-16 commonpool_l_basic_s1b_b8k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-16,wds/wds_vtab-pcam_test,0.49600815513878915,,commonpool_l_clip_s1b_b8k,0.4962158203125,ViT-B-16 commonpool_l_clip_s1b_b8k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-16,wds/wds_vtab-pcam_test,0.5000610612444282,,commonpool_l_image_s1b_b8k,0.500274658203125,ViT-B-16 commonpool_l_image_s1b_b8k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-16,wds/wds_vtab-pcam_test,0.5147642576077902,,commonpool_l_laion_s1b_b8k,0.51495361328125,ViT-B-16 commonpool_l_laion_s1b_b8k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-16,wds/wds_vtab-pcam_test,0.551892241622209,,commonpool_l_s1b_b8k,0.551727294921875,ViT-B-16 commonpool_l_s1b_b8k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-16,wds/wds_vtab-pcam_test,0.4853291726899499,,commonpool_l_text_s1b_b8k,0.4853515625,ViT-B-16 commonpool_l_text_s1b_b8k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32,wds/wds_vtab-pcam_test,0.5405945349079826,,commonpool_m_basic_s128m_b4k,0.5404052734375,ViT-B-32 commonpool_m_basic_s128m_b4k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32,wds/wds_vtab-pcam_test,0.5213498437633453,,commonpool_m_clip_s128m_b4k,0.521148681640625,ViT-B-32 commonpool_m_clip_s128m_b4k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32,wds/wds_vtab-pcam_test,0.5729298203198656,,commonpool_m_image_s128m_b4k,0.572906494140625,ViT-B-32 commonpool_m_image_s128m_b4k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32,wds/wds_vtab-pcam_test,0.6222510430600535,,commonpool_m_laion_s128m_b4k,0.622314453125,ViT-B-32 commonpool_m_laion_s128m_b4k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32,wds/wds_vtab-pcam_test,0.5050330934920221,,commonpool_m_s128m_b4k,0.50482177734375,ViT-B-32 commonpool_m_s128m_b4k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32,wds/wds_vtab-pcam_test,0.5498400719544423,,commonpool_m_text_s128m_b4k,0.549652099609375,ViT-B-32 commonpool_m_text_s128m_b4k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32,wds/wds_vtab-pcam_test,0.5098223853159579,,commonpool_s_basic_s13m_b4k,0.509613037109375,ViT-B-32 commonpool_s_basic_s13m_b4k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32,wds/wds_vtab-pcam_test,0.6367912355913614,,commonpool_s_clip_s13m_b4k,0.636688232421875,ViT-B-32 commonpool_s_clip_s13m_b4k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32,wds/wds_vtab-pcam_test,0.5269531209793051,,commonpool_s_image_s13m_b4k,0.527130126953125,ViT-B-32 commonpool_s_image_s13m_b4k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32,wds/wds_vtab-pcam_test,0.42169719250188187,,commonpool_s_laion_s13m_b4k,0.421661376953125,ViT-B-32 commonpool_s_laion_s13m_b4k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32,wds/wds_vtab-pcam_test,0.5272085418299531,,commonpool_s_s13m_b4k,0.527008056640625,ViT-B-32 commonpool_s_s13m_b4k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32,wds/wds_vtab-pcam_test,0.5029589408821914,,commonpool_s_text_s13m_b4k,0.50274658203125,ViT-B-32 commonpool_s_text_s13m_b4k
,,,,,zeroshot_classification,,en,,nan,,ViT-L-14,wds/wds_vtab-pcam_test,0.5668832632797952,,commonpool_xl_clip_s13b_b90k,0.567047119140625,ViT-L-14 commonpool_xl_clip_s13b_b90k
,,,,,zeroshot_classification,,en,,nan,,ViT-L-14,wds/wds_vtab-pcam_test,0.5065085508634113,,commonpool_xl_laion_s13b_b90k,0.5067138671875,ViT-L-14 commonpool_xl_laion_s13b_b90k
,,,,,zeroshot_classification,,en,,nan,,ViT-L-14,wds/wds_vtab-pcam_test,0.5230018575753682,,commonpool_xl_s13b_b90k,0.523101806640625,ViT-L-14 commonpool_xl_s13b_b90k
,,,,,zeroshot_classification,,en,,nan,,ViTamin-B,wds/wds_vtab-pcam_test,0.5613190978938185,,datacomp1b,0.561370849609375,ViTamin-B datacomp1b
,,,,,zeroshot_classification,,en,,nan,,ViTamin-B-LTT,wds/wds_vtab-pcam_test,0.48778334968307663,,datacomp1b,0.48797607421875,ViTamin-B-LTT datacomp1b
,,,,,zeroshot_classification,,en,,nan,,ViTamin-L2-256,wds/wds_vtab-pcam_test,0.5406078453726486,,datacomp1b,0.540771484375,ViTamin-L2-256 datacomp1b
,,,,,zeroshot_classification,,en,,nan,,ViTamin-L2-336,wds/wds_vtab-pcam_test,0.549246890146649,,datacomp1b,0.549407958984375,ViTamin-L2-336 datacomp1b
,,,,,zeroshot_classification,,en,,nan,,ViTamin-L-256,wds/wds_vtab-pcam_test,0.5073925568246666,,datacomp1b,0.507598876953125,ViTamin-L-256 datacomp1b
,,,,,zeroshot_classification,,en,,nan,,ViTamin-L2,wds/wds_vtab-pcam_test,0.5561294863013359,,datacomp1b,0.55621337890625,ViTamin-L2 datacomp1b
,,,,,zeroshot_classification,,en,,nan,,ViTamin-L-336,wds/wds_vtab-pcam_test,0.5094056481900691,,datacomp1b,0.509613037109375,ViTamin-L-336 datacomp1b
,,,,,zeroshot_classification,,en,,nan,,ViTamin-L,wds/wds_vtab-pcam_test,0.521271504619359,,datacomp1b,0.521453857421875,ViTamin-L datacomp1b
,,,,,zeroshot_classification,,en,,nan,,ViTamin-S,wds/wds_vtab-pcam_test,0.5572298851023032,,datacomp1b,0.55706787109375,ViTamin-S datacomp1b
,,,,,zeroshot_classification,,en,,nan,,ViTamin-S-LTT,wds/wds_vtab-pcam_test,0.5019861128081363,,datacomp1b,0.502166748046875,ViTamin-S-LTT datacomp1b
,,,,,zeroshot_classification,,en,,nan,,ViTamin-XL-256,wds/wds_vtab-pcam_test,0.5165800836400095,,datacomp1b,0.51678466796875,ViTamin-XL-256 datacomp1b
,,,,,zeroshot_classification,,en,,nan,,ViTamin-XL-336,wds/wds_vtab-pcam_test,0.5436985516593942,,datacomp1b,0.54388427734375,ViTamin-XL-336 datacomp1b
,,,,,zeroshot_classification,,en,,nan,,ViTamin-XL-384,wds/wds_vtab-pcam_test,0.5115726704413476,,datacomp1b,0.51177978515625,ViTamin-XL-384 datacomp1b
,,,,,zeroshot_classification,,en,,nan,,ViT-bigG-14-CLIPA-336,wds/wds_vtab-pcam_test,0.5416627620960599,,datacomp1b,0.54150390625,ViT-bigG-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,nan,,ViT-bigG-14-CLIPA,wds/wds_vtab-pcam_test,0.5354494833835389,,datacomp1b,0.5352783203125,ViT-bigG-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,nan,,ViT-H-14-CLIPA-336,wds/wds_vtab-pcam_test,0.4980713535304976,,datacomp1b,0.498016357421875,ViT-H-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,nan,,ViT-H-14-CLIPA,wds/wds_vtab-pcam_test,0.4958564389383998,,datacomp1b,0.49578857421875,ViT-H-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,nan,,ViT-L-14-CLIPA-336,wds/wds_vtab-pcam_test,0.6030115207566489,,datacomp1b,0.60302734375,ViT-L-14-CLIPA-336 datacomp1b
,,,,,zeroshot_classification,,en,,nan,,ViT-L-14-CLIPA,wds/wds_vtab-pcam_test,0.5912875122319464,,datacomp1b,0.59124755859375,ViT-L-14-CLIPA datacomp1b
,,,,,zeroshot_classification,,en,,nan,,MobileCLIP-B,wds/wds_vtab-pcam_test,0.5117469116136382,,datacompdr_lt,0.511810302734375,MobileCLIP-B datacompdr_lt
,,,,,zeroshot_classification,,en,,nan,,MobileCLIP-B,wds/wds_vtab-pcam_test,0.5612308010470467,,datacompdr,0.561370849609375,MobileCLIP-B datacompdr
,,,,,zeroshot_classification,,en,,nan,,MobileCLIP-S1,wds/wds_vtab-pcam_test,0.6044538453900755,,datacompdr,0.60443115234375,MobileCLIP-S1 datacompdr
,,,,,zeroshot_classification,,en,,nan,,MobileCLIP-S2,wds/wds_vtab-pcam_test,0.6868643691999989,,datacompdr,0.686920166015625,MobileCLIP-S2 datacompdr
,,,,,zeroshot_classification,,en,,nan,,ViT-B-16,wds/wds_vtab-pcam_test,0.4971937383059158,,datacomp_l_s1b_b8k,0.497406005859375,ViT-B-16 datacomp_l_s1b_b8k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32,wds/wds_vtab-pcam_test,0.5857535161149587,,datacomp_m_s128m_b4k,0.585723876953125,ViT-B-32 datacomp_m_s128m_b4k
,,,,,zeroshot_classification,,en,,nan,,ViT-B-32-256,wds/wds_vtab-pcam_test,0.5887597979949046,,datacomp_s34b_b86k