| name,pretrained,params (M),FLOPs (B),Average score,Flickr image retr. R@1,Flickr image retr. R@5,Flickr image retr. R@10,Flickr text retr. R@1,Flickr text retr. R@5,Flickr text retr. R@10,MSCOCO image retr. R@1,MSCOCO image retr. R@5,MSCOCO image retr. R@10,MSCOCO text retr. R@1,MSCOCO text retr. R@5,MSCOCO text retr. R@10,WinoGAViL avg jaccard score,WinoGAViL jaccard score 10,WinoGAViL jaccard score 10-12,WinoGAViL jaccard score 12,WinoGAViL jaccard score 5,WinoGAViL jaccard score 5-6,WinoGAViL jaccard score 6 | |
| ViT-SO400M-14-SigLIP-384,webli,877.96,723.48,0.7721,0.8296,0.9610,0.9804,0.9430,0.9970,0.9980,0.5421,0.7678,0.8424,0.7242,0.8998,0.9448,0.6181,0.5807,0.5754,0.5701,0.6427,0.6316,0.6210 | |
| ViT-H-14-378-quickgelu,dfn5b,986.71,1054.05,0.7719,0.8202,0.9598,0.9798,0.9400,0.9920,0.9960,0.5564,0.7920,0.8626,0.7188,0.9048,0.9496,0.6123,0.5668,0.5674,0.5679,0.6409,0.6265,0.6127 | |
| ViT-L-16-SigLIP-384,webli,652.48,422.91,0.7642,0.8142,0.9536,0.9748,0.9370,0.9920,0.9990,0.5391,0.7657,0.8399,0.7190,0.9006,0.9410,0.6070,0.5562,0.5550,0.5539,0.6422,0.6234,0.6056 | |
| ViT-H-14-quickgelu,dfn5b,986.11,381.68,0.7640,0.8012,0.9526,0.9738,0.9280,0.9940,0.9990,0.5391,0.7805,0.8553,0.7230,0.9024,0.9452,0.6022,0.5568,0.5561,0.5554,0.6315,0.6167,0.6028 | |
| ViT-L-16-SigLIP-256,webli,652.15,201.62,0.7619,0.7904,0.9446,0.9684,0.9180,0.9900,0.9980,0.5228,0.7580,0.8334,0.7080,0.8870,0.9374,0.6142,0.5877,0.5748,0.5619,0.6450,0.6267,0.6092 | |
| ViT-SO400M-14-SigLIP,webli,877.36,233.54,0.7567,0.7526,0.9226,0.9554,0.9100,0.9910,0.9980,0.5176,0.7527,0.8300,0.6966,0.8908,0.9348,0.6189,0.5736,0.5665,0.5594,0.6430,0.6354,0.6282 | |
| ViT-B-16-SigLIP-512,webli,203.79,227.26,0.7554,0.7906,0.9458,0.9690,0.9250,0.9920,0.9960,0.5055,0.7421,0.8217,0.6872,0.8786,0.9266,0.6070,0.5761,0.5696,0.5633,0.6291,0.6187,0.6088 | |
| ViT-B-16-SigLIP-384,webli,203.45,123.15,0.7542,0.7848,0.9416,0.9708,0.9270,0.9910,0.9980,0.4990,0.7366,0.8204,0.6774,0.8758,0.9258,0.6077,0.5730,0.5719,0.5709,0.6314,0.6190,0.6072 | |
| ViT-B-16-SigLIP-256,webli,203.2,57.84,0.7462,0.7504,0.9242,0.9626,0.9040,0.9830,0.9930,0.4834,0.7254,0.8099,0.6614,0.8634,0.9182,0.6113,0.5754,0.5715,0.5677,0.6373,0.6238,0.6110 | |
| ViT-B-16-SigLIP,webli,203.16,46.44,0.7442,0.7468,0.9230,0.9562,0.8910,0.9800,0.9930,0.4778,0.7244,0.8100,0.6574,0.8542,0.9126,0.6134,0.5726,0.5738,0.5750,0.6335,0.6259,0.6186 | |
| coca_ViT-L-14,mscoco_finetuned_laion2b_s13b_b90k,638.45,214.52,0.7432,0.7846,0.9452,0.9712,0.8900,0.9870,0.9950,0.5374,0.7779,0.8567,0.6682,0.8762,0.9242,0.5762,0.5265,0.5146,0.5028,0.5978,0.5956,0.5934 | |
| ViT-H-14-quickgelu,metaclip_fullcc,986.11,381.68,0.7412,0.7834,0.9464,0.9692,0.9180,0.9870,0.9970,0.4882,0.7323,0.8136,0.6622,0.8618,0.9188,0.5891,0.5316,0.5312,0.5308,0.6220,0.6073,0.5934 | |
| ViT-L-14-quickgelu,dfn2b,427.62,175.33,0.7406,0.7546,0.9280,0.9608,0.8960,0.9850,0.9930,0.4856,0.7381,0.8237,0.6560,0.8584,0.9120,0.5955,0.5688,0.5519,0.5351,0.6219,0.6093,0.5973 | |
| xlm-roberta-large-ViT-H-14,frozen_laion5b_s13b_b90k,1193.01,671.01,0.7363,0.7742,0.9392,0.9670,0.9180,0.9930,0.9980,0.4921,0.7305,0.8159,0.6596,0.8618,0.9184,0.5767,0.5277,0.5206,0.5135,0.6076,0.5943,0.5818 | |
| ViT-B-16-SigLIP-i18n-256,webli,370.63,57.84,0.7347,0.7216,0.9036,0.9470,0.8960,0.9820,0.9910,0.4492,0.6948,0.7837,0.6448,0.8434,0.9060,0.6113,0.5887,0.5710,0.5534,0.6303,0.6240,0.6180 | |
| ViT-L-14-quickgelu,metaclip_fullcc,427.62,175.33,0.7325,0.7642,0.9366,0.9646,0.9010,0.9850,0.9930,0.4709,0.7141,0.8026,0.6442,0.8504,0.9130,0.5817,0.5539,0.5357,0.5176,0.5990,0.5963,0.5937 | |
| ViT-H-14-CLIPA-336,laion2b,968.64,800.88,0.7289,0.7814,0.9392,0.9684,0.9230,0.9920,0.9970,0.5013,0.7387,0.8224,0.6752,0.8802,0.9308,0.5452,0.4970,0.4878,0.4786,0.5764,0.5633,0.5508 | |
| convnext_xxlarge,laion2b_s34b_b82k_augreg_rewind,1200.58,443.03,0.7238,0.7886,0.9438,0.9714,0.9110,0.9910,0.9970,0.5003,0.7407,0.8240,0.6740,0.8738,0.9264,0.5327,0.4826,0.4741,0.4656,0.5674,0.5512,0.5357 | |
| EVA02-L-14-336,merged2b_s6b_b61k,428.08,395.16,0.7235,0.7802,0.9432,0.9684,0.8960,0.9890,0.9960,0.4794,0.7172,0.7999,0.6416,0.8522,0.9084,0.5532,0.5081,0.5053,0.5025,0.5719,0.5683,0.5649 | |
| convnext_xxlarge,laion2b_s34b_b82k_augreg_soup,1200.58,443.03,0.7232,0.7902,0.9460,0.9706,0.9140,0.9920,0.9970,0.4997,0.7403,0.8227,0.6736,0.8722,0.9260,0.5316,0.4790,0.4702,0.4615,0.5651,0.5509,0.5374 | |
| EVA01-g-14-plus,merged2b_s11b_b114k,1366.62,581.15,0.7231,0.7900,0.9448,0.9692,0.9170,0.9930,0.9970,0.5033,0.7398,0.8206,0.6816,0.8750,0.9250,0.5298,0.4787,0.4684,0.4582,0.5655,0.5491,0.5336 | |
| ViT-bigG-14-CLIPA-336,datacomp1b,2517.76,2271.58,0.7220,0.7828,0.9408,0.9674,0.9220,0.9940,0.9980,0.5042,0.7432,0.8238,0.6776,0.8792,0.9306,0.5323,0.4624,0.4487,0.4350,0.5619,0.5587,0.5556 | |
| ViT-bigG-14,laion2b_s39b_b160k,2539.57,1065.36,0.7213,0.7956,0.9498,0.9714,0.9290,0.9930,0.9980,0.5137,0.7490,0.8300,0.6738,0.8686,0.9266,0.5224,0.4714,0.4488,0.4263,0.5588,0.5456,0.5330 | |
| EVA02-L-14,merged2b_s4b_b131k,427.76,175.3,0.7207,0.7732,0.9374,0.9678,0.8970,0.9850,0.9910,0.4747,0.7123,0.7971,0.6366,0.8434,0.9038,0.5518,0.5128,0.5081,0.5034,0.5767,0.5656,0.5551 | |
| ViT-L-14,commonpool_xl_laion_s13b_b90k,427.62,175.33,0.7206,0.7490,0.9308,0.9630,0.8770,0.9900,0.9950,0.4677,0.7142,0.8042,0.6350,0.8458,0.9122,0.5635,0.5193,0.4966,0.4740,0.6023,0.5846,0.5677 | |
| convnext_xxlarge,laion2b_s34b_b82k_augreg,1200.58,443.03,0.7201,0.7902,0.9414,0.9726,0.9160,0.9920,0.9970,0.4970,0.7400,0.8199,0.6698,0.8744,0.9236,0.5290,0.4730,0.4536,0.4343,0.5622,0.5527,0.5437 | |
| ViT-H-14-CLIPA-336,datacomp1b,968.64,800.88,0.7192,0.7652,0.9350,0.9630,0.9060,0.9920,0.9950,0.4928,0.7309,0.8144,0.6716,0.8746,0.9276,0.5365,0.4801,0.4587,0.4375,0.5658,0.5610,0.5566 | |
| EVA02-E-14-plus,laion2b_s9b_b144k,5044.89,2362.19,0.7188,0.7886,0.9434,0.9698,0.9410,0.9930,0.9980,0.5110,0.7492,0.8276,0.6872,0.8760,0.9274,0.5134,0.4576,0.4403,0.4232,0.5470,0.5364,0.5263 | |
| ViT-H-14-CLIPA,datacomp1b,968.24,354.02,0.7178,0.7588,0.9330,0.9628,0.9100,0.9900,0.9960,0.4910,0.7291,0.8140,0.6698,0.8730,0.9272,0.5343,0.4793,0.4578,0.4365,0.5641,0.5584,0.5529 | |
| ViT-bigG-14-CLIPA,datacomp1b,2517.22,1007.93,0.7175,0.7786,0.9374,0.9650,0.9190,0.9930,0.9980,0.4996,0.7414,0.8214,0.6780,0.8742,0.9312,0.5247,0.4461,0.4383,0.4306,0.5552,0.5519,0.5488 | |
| ViT-B-16,dfn2b,149.62,41.09,0.7158,0.6912,0.8982,0.9406,0.8540,0.9780,0.9860,0.4339,0.6924,0.7882,0.6038,0.8310,0.8946,0.5852,0.5509,0.5417,0.5327,0.6058,0.5989,0.5923 | |
| EVA02-E-14,laion2b_s4b_b115k,4704.59,2311.42,0.7152,0.7810,0.9438,0.9700,0.9220,0.9950,0.9970,0.5037,0.7429,0.8224,0.6746,0.8738,0.9256,0.5110,0.4316,0.4429,0.4542,0.5485,0.5325,0.5173 | |
| convnext_large_d_320,laion2b_s29b_b131k_ft_soup,351.77,157.98,0.7148,0.7704,0.9394,0.9648,0.9230,0.9890,0.9980,0.4829,0.7251,0.8103,0.6502,0.8608,0.9180,0.5285,0.4574,0.4549,0.4525,0.5650,0.5517,0.5391 | |
| ViT-L-14-quickgelu,metaclip_400m,427.62,175.33,0.7137,0.7342,0.9228,0.9574,0.8620,0.9800,0.9960,0.4381,0.6862,0.7780,0.6000,0.8290,0.8934,0.5701,0.5322,0.5175,0.5029,0.5941,0.5867,0.5796 | |
| convnext_large_d_320,laion2b_s29b_b131k_ft,351.77,157.98,0.7122,0.7690,0.9364,0.9668,0.9140,0.9890,0.9980,0.4814,0.7232,0.8103,0.6384,0.8558,0.9168,0.5250,0.4727,0.4558,0.4389,0.5623,0.5468,0.5321 | |
| convnext_large_d,laion2b_s26b_b102k_augreg,351.77,107.5,0.7102,0.7588,0.9310,0.9652,0.9180,0.9850,0.9940,0.4701,0.7139,0.8013,0.6400,0.8506,0.9140,0.5252,0.4835,0.4646,0.4457,0.5571,0.5443,0.5322 | |
| ViT-L-14-CLIPA-336,datacomp1b,414.54,387.39,0.7092,0.7462,0.9240,0.9590,0.9040,0.9920,0.9980,0.4715,0.7159,0.8024,0.6564,0.8636,0.9180,0.5276,0.4601,0.4449,0.4297,0.5611,0.5537,0.5467 | |
| ViT-L-14,datacomp_xl_s13b_b90k,427.62,175.33,0.7091,0.7338,0.9174,0.9554,0.8900,0.9860,0.9970,0.4573,0.7003,0.7916,0.6330,0.8414,0.9040,0.5471,0.4836,0.4666,0.4497,0.5912,0.5724,0.5546 | |
| ViT-g-14,laion2b_s12b_b42k,1366.68,581.15,0.7085,0.7642,0.9364,0.9624,0.9090,0.9910,0.9980,0.4802,0.7238,0.8079,0.6492,0.8530,0.9152,0.5178,0.4498,0.4427,0.4357,0.5589,0.5414,0.5249 | |
| coca_ViT-L-14,laion2b_s13b_b90k,638.45,214.52,0.7085,0.7428,0.9202,0.9542,0.8840,0.9930,0.9990,0.4565,0.7042,0.7921,0.6292,0.8370,0.9038,0.5403,0.4800,0.4739,0.4677,0.5704,0.5612,0.5525 | |
| ViT-B-16-quickgelu,metaclip_fullcc,149.62,41.09,0.7077,0.7072,0.9082,0.9454,0.8550,0.9740,0.9890,0.4134,0.6718,0.7696,0.5936,0.8058,0.8784,0.5787,0.5391,0.5221,0.5052,0.6064,0.5965,0.5871 | |
| ViT-H-14,laion2b_s32b_b79k,986.11,381.68,0.7057,0.7764,0.9418,0.9660,0.9070,0.9920,0.9970,0.4948,0.7338,0.8151,0.6592,0.8606,0.9188,0.4998,0.4289,0.4247,0.4206,0.5462,0.5234,0.5018 | |
| convnext_base_w,laion_aesthetic_s13b_b82k,179.39,49.38,0.7047,0.7306,0.9160,0.9532,0.8880,0.9820,0.9930,0.4355,0.6858,0.7808,0.6120,0.8338,0.8978,0.5461,0.4937,0.4764,0.4592,0.5829,0.5681,0.5540 | |
| ViT-L-14-CLIPA,datacomp1b,414.21,167.5,0.7044,0.7356,0.9206,0.9550,0.9020,0.9860,0.9930,0.4695,0.7084,0.7981,0.6512,0.8544,0.9150,0.5244,0.4495,0.4388,0.4282,0.5583,0.5514,0.5449 | |
| ViT-g-14,laion2b_s34b_b88k,1366.68,581.15,0.7038,0.7772,0.9416,0.9690,0.9140,0.9930,0.9960,0.4878,0.7334,0.8151,0.6638,0.8598,0.9184,0.4973,0.4207,0.4104,0.4001,0.5458,0.5247,0.5047 | |
| convnext_base_w_320,laion_aesthetic_s13b_b82k,179.39,71.94,0.7030,0.7402,0.9200,0.9524,0.9070,0.9830,0.9920,0.4387,0.6920,0.7824,0.6106,0.8312,0.8964,0.5385,0.4742,0.4610,0.4478,0.5695,0.5630,0.5567 | |
| ViT-L-14,laion2b_s32b_b82k,427.62,175.33,0.7010,0.7552,0.9286,0.9594,0.8950,0.9870,0.9940,0.4651,0.7108,0.7980,0.6336,0.8398,0.9074,0.5142,0.4448,0.4385,0.4322,0.5507,0.5381,0.5261 | |
| EVA01-g-14,laion400m_s11b_b41k,1136.44,547.36,0.7003,0.7264,0.9162,0.9510,0.8810,0.9830,0.9930,0.4406,0.6849,0.7732,0.6180,0.8328,0.8998,0.5363,0.4646,0.4640,0.4634,0.5665,0.5591,0.5521 | |
| convnext_base_w,laion2b_s13b_b82k,179.39,49.38,0.6976,0.7214,0.9152,0.9538,0.8770,0.9800,0.9930,0.4285,0.6805,0.7770,0.6058,0.8324,0.8954,0.5311,0.4926,0.4706,0.4488,0.5648,0.5501,0.5362 | |
| ViT-B-16-quickgelu,metaclip_400m,149.62,41.09,0.6962,0.6766,0.8960,0.9414,0.8570,0.9720,0.9870,0.3997,0.6536,0.7530,0.5648,0.7988,0.8714,0.5675,0.4984,0.5113,0.5242,0.5916,0.5853,0.5792 | |
| ViT-L-14,commonpool_xl_clip_s13b_b90k,427.62,175.33,0.6956,0.6886,0.8996,0.9424,0.8650,0.9740,0.9920,0.4273,0.6761,0.7700,0.6040,0.8190,0.8858,0.5460,0.4833,0.4728,0.4622,0.5821,0.5691,0.5566 | |
| convnext_base_w,laion2b_s13b_b82k_augreg,179.39,49.38,0.6922,0.7240,0.9144,0.9514,0.8730,0.9830,0.9920,0.4303,0.6786,0.7750,0.6140,0.8308,0.8964,0.5229,0.4504,0.4390,0.4276,0.5567,0.5494,0.5424 | |
| EVA02-B-16,merged2b_s8b_b131k,149.69,41.09,0.6904,0.7146,0.9114,0.9468,0.8600,0.9660,0.9880,0.4215,0.6686,0.7629,0.5874,0.8056,0.8812,0.5325,0.4686,0.4722,0.4758,0.5522,0.5515,0.5509 | |
| ViT-B-16,laion2b_s34b_b88k,149.62,41.09,0.6884,0.6984,0.9038,0.9456,0.8630,0.9790,0.9940,0.4231,0.6770,0.7706,0.5944,0.8178,0.8862,0.5220,0.4628,0.4601,0.4575,0.5549,0.5415,0.5288 | |
| ViT-B-32-quickgelu,metaclip_fullcc,151.28,14.78,0.6879,0.6510,0.8766,0.9274,0.8080,0.9530,0.9730,0.3806,0.6411,0.7430,0.5518,0.7890,0.8650,0.5729,0.5351,0.5238,0.5126,0.5983,0.5883,0.5788 | |
| convnext_base_w_320,laion_aesthetic_s13b_b82k_augreg,179.39,71.94,0.6870,0.7108,0.9032,0.9452,0.8910,0.9740,0.9900,0.4243,0.6722,0.7680,0.6040,0.8276,0.8912,0.5192,0.4599,0.4293,0.3989,0.5686,0.5475,0.5274 | |
| ViT-B-16,datacomp_xl_s13b_b90k,149.62,41.09,0.6867,0.6756,0.8834,0.9300,0.8510,0.9720,0.9840,0.4016,0.6595,0.7562,0.5744,0.8086,0.8830,0.5408,0.4966,0.4832,0.4699,0.5730,0.5590,0.5457 | |
| ViT-L-14,commonpool_xl_s13b_b90k,427.62,175.33,0.6817,0.6478,0.8656,0.9210,0.8200,0.9500,0.9740,0.3859,0.6310,0.7328,0.5446,0.7712,0.8484,0.5697,0.5115,0.5072,0.5030,0.5932,0.5894,0.5858 | |
| ViT-B-32,laion2b_e16,151.28,14.78,0.6777,0.6638,0.8830,0.9322,0.8440,0.9650,0.9840,0.3913,0.6467,0.7481,0.5624,0.7956,0.8708,0.5343,0.4800,0.4602,0.4404,0.5669,0.5577,0.5490 | |
| xlm-roberta-base-ViT-B-32,laion5b_s13b_b90k,366.12,105.87,0.6759,0.6448,0.8628,0.9168,0.8270,0.9640,0.9780,0.3778,0.6344,0.7348,0.5354,0.7798,0.8640,0.5519,0.4912,0.4827,0.4742,0.5834,0.5737,0.5645 | |
| ViT-B-32,laion2b_s34b_b79k,151.28,14.78,0.6750,0.6678,0.8838,0.9310,0.8410,0.9620,0.9830,0.3934,0.6543,0.7561,0.5632,0.7984,0.8712,0.5254,0.4603,0.4479,0.4356,0.5603,0.5498,0.5398 | |
| nllb-clip-large-siglip,v1,1195.5,1804.22,0.6738,0.7276,0.9224,0.9560,0.8330,0.9710,0.9910,0.4513,0.7084,0.8016,0.5386,0.7920,0.8712,0.4871,0.4138,0.4035,0.3933,0.5230,0.5135,0.5045 | |
| ViT-L-14,laion400m_e32,427.62,175.33,0.6734,0.7022,0.9094,0.9458,0.8760,0.9780,0.9950,0.4300,0.6803,0.7740,0.5974,0.8218,0.8938,0.4815,0.4006,0.3932,0.3858,0.5245,0.5094,0.4950 | |
| ViT-L-14,laion400m_e31,427.62,175.33,0.6728,0.7050,0.9068,0.9464,0.8720,0.9760,0.9950,0.4284,0.6797,0.7731,0.5974,0.8216,0.8934,0.4805,0.4022,0.3949,0.3877,0.5262,0.5075,0.4897 | |
| ViT-B-32-256,datacomp_s34b_b86k,151.29,17.46,0.6712,0.6492,0.8722,0.9216,0.8480,0.9670,0.9850,0.3993,0.6543,0.7524,0.5792,0.8056,0.8810,0.5165,0.4554,0.4300,0.4048,0.5428,0.5437,0.5446 | |
| ViT-B-32-quickgelu,metaclip_400m,151.28,14.78,0.6710,0.6234,0.8558,0.9152,0.7780,0.9350,0.9700,0.3591,0.6179,0.7209,0.5182,0.7640,0.8466,0.5657,0.5279,0.5097,0.4916,0.5907,0.5834,0.5764 | |
| coca_ViT-B-32,laion2b_s13b_b90k,253.56,33.34,0.6689,0.6336,0.8566,0.9144,0.8160,0.9570,0.9740,0.3618,0.6136,0.7176,0.5456,0.7788,0.8556,0.5499,0.4924,0.4698,0.4472,0.5778,0.5751,0.5725 | |
| ViT-B-16-plus-240,laion400m_e32,208.38,64.03,0.6676,0.6810,0.8888,0.9406,0.8650,0.9720,0.9880,0.4100,0.6619,0.7611,0.5858,0.8108,0.8806,0.4856,0.4146,0.4069,0.3993,0.5250,0.5104,0.4964 | |
| ViT-B-16-plus-240,laion400m_e31,208.38,64.03,0.6671,0.6790,0.8878,0.9392,0.8560,0.9730,0.9860,0.4075,0.6604,0.7594,0.5834,0.8082,0.8796,0.4882,0.4206,0.4093,0.3980,0.5290,0.5131,0.4981 | |
| ViT-L-14-336,openai,427.94,395.22,0.6666,0.6690,0.8900,0.9334,0.8770,0.9850,0.9940,0.3709,0.6162,0.7147,0.5794,0.8120,0.8792,0.5041,0.4201,0.4145,0.4089,0.5403,0.5324,0.5249 | |
| roberta-ViT-B-32,laion2b_s12b_b32k,212.72,105.87,0.6641,0.6434,0.8674,0.9250,0.8170,0.9490,0.9720,0.3744,0.6309,0.7355,0.5436,0.7774,0.8568,0.5224,0.4602,0.4583,0.4564,0.5531,0.5426,0.5325 | |
| ViT-B-16,laion400m_e32,149.62,41.09,0.6638,0.6566,0.8828,0.9300,0.8350,0.9680,0.9850,0.3835,0.6362,0.7386,0.5542,0.7964,0.8688,0.5033,0.4380,0.4326,0.4272,0.5294,0.5256,0.5219 | |
| ViT-B-16,laion400m_e31,149.62,41.09,0.6621,0.6572,0.8808,0.9314,0.8330,0.9660,0.9840,0.3834,0.6366,0.7383,0.5514,0.7960,0.8688,0.5024,0.4255,0.4225,0.4195,0.5323,0.5276,0.5232 | |
| ViT-B-32,datacomp_xl_s13b_b90k,151.28,14.78,0.6594,0.6108,0.8492,0.9092,0.7900,0.9390,0.9620,0.3714,0.6235,0.7268,0.5354,0.7778,0.8604,0.5317,0.4772,0.4594,0.4418,0.5589,0.5544,0.5502 | |
| ViT-L-14,openai,427.62,175.33,0.6588,0.6496,0.8724,0.9204,0.8520,0.9740,0.9920,0.3651,0.6106,0.7113,0.5634,0.7938,0.8660,0.5047,0.4307,0.4136,0.3966,0.5457,0.5334,0.5218 | |
| RN50x64,openai,623.26,552.65,0.6563,0.6898,0.8990,0.9432,0.8690,0.9820,0.9920,0.3524,0.5992,0.7033,0.5842,0.8046,0.8786,0.4779,0.4149,0.3936,0.3725,0.5280,0.5044,0.4820 | |
| nllb-clip-base-siglip,v1,507.47,472.91,0.6545,0.6922,0.9002,0.9424,0.7920,0.9500,0.9820,0.4315,0.6913,0.7852,0.5116,0.7776,0.8628,0.4715,0.3776,0.3815,0.3854,0.5113,0.4999,0.4890 | |
| convnext_base,laion400m_s13b_b51k,151.52,36.67,0.6541,0.6496,0.8814,0.9304,0.8380,0.9710,0.9910,0.3760,0.6315,0.7337,0.5470,0.7990,0.8676,0.4811,0.4146,0.4045,0.3944,0.5145,0.5052,0.4964 | |
| RN50x16,openai,290.98,162.69,0.6518,0.6534,0.8710,0.9178,0.8570,0.9700,0.9880,0.3541,0.6002,0.7014,0.5536,0.7876,0.8670,0.4957,0.4311,0.3946,0.3584,0.5419,0.5275,0.5138 | |
| ViT-B-16,openai,149.62,41.09,0.6507,0.6216,0.8572,0.9192,0.8220,0.9660,0.9900,0.3309,0.5842,0.6899,0.5242,0.7670,0.8462,0.5171,0.4487,0.4316,0.4146,0.5550,0.5441,0.5337 | |
| ViT-B-32,laion400m_e31,151.28,14.78,0.6412,0.5970,0.8398,0.9036,0.7810,0.9380,0.9660,0.3420,0.6001,0.7059,0.5234,0.7634,0.8432,0.5059,0.4283,0.4262,0.4242,0.5477,0.5310,0.5152 | |
| ViT-B-32,laion400m_e32,151.28,14.78,0.6412,0.5962,0.8396,0.9020,0.7770,0.9410,0.9680,0.3431,0.6000,0.7054,0.5244,0.7642,0.8454,0.5055,0.4272,0.4265,0.4258,0.5476,0.5304,0.5139 | |
| ViT-B-32-quickgelu,laion400m_e32,151.28,14.78,0.6394,0.6170,0.8546,0.9086,0.7880,0.9400,0.9700,0.3533,0.6089,0.7165,0.5258,0.7672,0.8464,0.4884,0.4097,0.4072,0.4047,0.5280,0.5140,0.5006 | |
| ViT-B-32-quickgelu,laion400m_e31,151.28,14.78,0.6389,0.6174,0.8548,0.9078,0.7870,0.9400,0.9730,0.3535,0.6100,0.7177,0.5254,0.7702,0.8490,0.4860,0.4054,0.4034,0.4015,0.5273,0.5120,0.4974 | |
| RN50x4,openai,178.3,51.82,0.6373,0.6258,0.8476,0.9018,0.8210,0.9630,0.9830,0.3339,0.5812,0.6830,0.5296,0.7662,0.8490,0.4893,0.4104,0.3912,0.3720,0.5354,0.5202,0.5058 | |
| nllb-clip-large,v1,1399.22,1468.46,0.6346,0.6090,0.8576,0.9202,0.7160,0.9220,0.9600,0.3617,0.6250,0.7304,0.4392,0.7086,0.8036,0.5097,0.4334,0.4299,0.4265,0.5395,0.5348,0.5304 | |
| ViT-B-32,openai,151.28,14.78,0.6321,0.5878,0.8356,0.9002,0.7890,0.9490,0.9820,0.3044,0.5594,0.6687,0.5012,0.7500,0.8352,0.5054,0.4454,0.4125,0.3798,0.5492,0.5347,0.5210 | |
| ViT-B-32-quickgelu,openai,151.28,14.78,0.6321,0.5878,0.8356,0.9002,0.7890,0.9490,0.9820,0.3044,0.5594,0.6687,0.5012,0.7500,0.8352,0.5054,0.4454,0.4125,0.3798,0.5492,0.5347,0.5210 | |
| ViT-B-16,commonpool_l_laion_s1b_b8k,149.62,41.09,0.6274,0.5664,0.8114,0.8836,0.7230,0.9100,0.9510,0.3195,0.5756,0.6848,0.4652,0.7170,0.8088,0.5227,0.4558,0.4476,0.4395,0.5563,0.5463,0.5369 | |
| ViT-B-16,datacomp_l_s1b_b8k,149.62,41.09,0.6267,0.5536,0.8090,0.8768,0.7320,0.9170,0.9480,0.3218,0.5747,0.6858,0.4872,0.7292,0.8246,0.5113,0.4613,0.4465,0.4318,0.5404,0.5317,0.5235 | |
| RN101,openai,119.69,25.5,0.6249,0.5804,0.8228,0.8852,0.7900,0.9490,0.9740,0.3069,0.5546,0.6603,0.4982,0.7448,0.8250,0.4920,0.4347,0.4130,0.3913,0.5272,0.5170,0.5072 | |
| RN101-quickgelu,openai,119.69,25.5,0.6249,0.5804,0.8228,0.8852,0.7900,0.9490,0.9740,0.3069,0.5546,0.6603,0.4982,0.7448,0.8250,0.4920,0.4347,0.4130,0.3913,0.5272,0.5170,0.5072 | |
| ViT-B-16,commonpool_l_image_s1b_b8k,149.62,41.09,0.6164,0.5162,0.7908,0.8700,0.6890,0.8830,0.9270,0.2907,0.5449,0.6628,0.4338,0.6882,0.7902,0.5339,0.4932,0.4787,0.4643,0.5609,0.5513,0.5421 | |
| ViT-B-16,commonpool_l_basic_s1b_b8k,149.62,41.09,0.6132,0.5250,0.7880,0.8670,0.6780,0.8780,0.9330,0.2862,0.5411,0.6535,0.4304,0.6844,0.7826,0.5285,0.4872,0.4812,0.4753,0.5517,0.5434,0.5355 | |
| ViT-B-16,commonpool_l_text_s1b_b8k,149.62,41.09,0.6126,0.5336,0.7954,0.8650,0.6820,0.8880,0.9320,0.3020,0.5538,0.6674,0.4440,0.7012,0.7906,0.5147,0.4815,0.4570,0.4326,0.5394,0.5329,0.5266 | |
| RN50,openai,102.01,18.18,0.6124,0.5736,0.8318,0.9004,0.8000,0.9500,0.9790,0.2854,0.5291,0.6459,0.4884,0.7278,0.8212,0.4766,0.3682,0.3622,0.3562,0.5318,0.5127,0.4945 | |
| RN50-quickgelu,openai,102.01,18.18,0.6124,0.5736,0.8318,0.9004,0.8000,0.9500,0.9790,0.2854,0.5291,0.6459,0.4884,0.7278,0.8212,0.4766,0.3682,0.3622,0.3562,0.5318,0.5127,0.4945 | |
| ViT-B-16,commonpool_l_clip_s1b_b8k,149.62,41.09,0.6054,0.5102,0.7764,0.8564,0.6810,0.8940,0.9430,0.2880,0.5368,0.6492,0.4436,0.6938,0.7954,0.5133,0.4493,0.4359,0.4225,0.5472,0.5377,0.5287 | |
| ViT-B-16,commonpool_l_s1b_b8k,149.62,41.09,0.5635,0.4186,0.7040,0.7952,0.5710,0.8260,0.8940,0.2224,0.4565,0.5694,0.3486,0.6026,0.7096,0.5272,0.5029,0.4777,0.4526,0.5532,0.5428,0.5329 | |
| nllb-clip-base,v1,501.89,369.6,0.5562,0.4740,0.7554,0.8350,0.5660,0.8210,0.8920,0.2649,0.5150,0.6321,0.3514,0.6100,0.7204,0.4708,0.3890,0.3904,0.3919,0.5085,0.4962,0.4844 | |
| RN50-quickgelu,cc12m,102.01,18.18,0.5531,0.4696,0.7432,0.8284,0.6050,0.8600,0.9100,0.2412,0.4868,0.6024,0.3370,0.6136,0.7180,0.4644,0.4136,0.3876,0.3617,0.4970,0.4887,0.4807 | |
| RN50,cc12m,102.01,18.18,0.5475,0.4594,0.7336,0.8234,0.6120,0.8540,0.9070,0.2367,0.4787,0.5947,0.3412,0.6072,0.7154,0.4553,0.4081,0.3828,0.3577,0.4918,0.4782,0.4653 | |
| RN101-quickgelu,yfcc15m,119.69,25.5,0.4846,0.3474,0.6126,0.7192,0.5370,0.8030,0.8900,0.1779,0.3908,0.5043,0.2872,0.5456,0.6544,0.4226,0.3363,0.3147,0.2933,0.4723,0.4566,0.4416 | |
| RN101,yfcc15m,119.69,25.5,0.4796,0.3402,0.6034,0.7124,0.5450,0.8010,0.8810,0.1772,0.3895,0.5040,0.3036,0.5536,0.6652,0.4088,0.3252,0.2987,0.2724,0.4643,0.4435,0.4239 | |
| RN50-quickgelu,yfcc15m,102.01,18.18,0.4716,0.3180,0.5876,0.6968,0.4910,0.7840,0.8870,0.1645,0.3758,0.4891,0.2720,0.5260,0.6442,0.4209,0.3393,0.3130,0.2867,0.4634,0.4549,0.4469 | |
| RN50,yfcc15m,102.01,18.18,0.4709,0.3092,0.5884,0.6952,0.5120,0.8040,0.8850,0.1645,0.3747,0.4894,0.2826,0.5350,0.6546,0.4106,0.3249,0.3023,0.2799,0.4536,0.4448,0.4364 | |
| ViT-B-32,commonpool_m_image_s128m_b4k,151.28,14.78,0.3976,0.1896,0.4156,0.5312,0.2710,0.5300,0.6360,0.1054,0.2710,0.3703,0.1654,0.3758,0.4898,0.4804,0.4206,0.4026,0.3847,0.5261,0.5050,0.4849 | |
| ViT-B-32,commonpool_m_clip_s128m_b4k,151.28,14.78,0.3923,0.1890,0.4106,0.5238,0.3040,0.5540,0.6590,0.1127,0.2718,0.3719,0.1826,0.3960,0.5070,0.4519,0.3685,0.3581,0.3478,0.4947,0.4815,0.4689 | |
| ViT-B-32,commonpool_m_text_s128m_b4k,151.28,14.78,0.3917,0.1872,0.4200,0.5344,0.2900,0.5350,0.6590,0.1086,0.2712,0.3731,0.1818,0.3920,0.5008,0.4540,0.3863,0.3618,0.3373,0.5038,0.4831,0.4635 | |
| ViT-B-32,commonpool_m_basic_s128m_b4k,151.28,14.78,0.3907,0.1874,0.4172,0.5350,0.2500,0.5190,0.6530,0.1007,0.2559,0.3578,0.1658,0.3528,0.4654,0.4727,0.4245,0.4015,0.3786,0.5182,0.4951,0.4732 | |
| ViT-B-32,datacomp_m_s128m_b4k,151.28,14.78,0.3756,0.1812,0.4036,0.5188,0.2670,0.5200,0.6320,0.1100,0.2699,0.3750,0.1714,0.3770,0.4886,0.4337,0.3570,0.3287,0.3005,0.4914,0.4667,0.4433 | |
| ViT-B-32,commonpool_m_laion_s128m_b4k,151.28,14.78,0.3741,0.1792,0.3964,0.5120,0.2760,0.5330,0.6220,0.1052,0.2606,0.3637,0.1654,0.3592,0.4660,0.4409,0.3585,0.3348,0.3113,0.4894,0.4743,0.4600 | |
| ViT-B-32,commonpool_m_s128m_b4k,151.28,14.78,0.3449,0.1268,0.3164,0.4252,0.1930,0.4140,0.5360,0.0701,0.1941,0.2803,0.1246,0.3002,0.3996,0.4759,0.4354,0.3983,0.3614,0.5273,0.5003,0.4747 | |
| ViT-B-32,commonpool_s_text_s13m_b4k,151.28,14.78,0.1922,0.0278,0.0950,0.1462,0.0570,0.1300,0.2000,0.0170,0.0551,0.0906,0.0258,0.0814,0.1234,0.3964,0.3312,0.3120,0.2929,0.4487,0.4231,0.3987 | |
| ViT-B-32,commonpool_s_basic_s13m_b4k,151.28,14.78,0.1874,0.0256,0.0924,0.1466,0.0400,0.1220,0.2000,0.0144,0.0487,0.0782,0.0192,0.0646,0.1024,0.4008,0.3164,0.3033,0.2903,0.4526,0.4315,0.4115 | |
| ViT-B-32,commonpool_s_clip_s13m_b4k,151.28,14.78,0.1857,0.0286,0.0938,0.1454,0.0400,0.1370,0.2070,0.0157,0.0515,0.0847,0.0292,0.0794,0.1206,0.3801,0.3282,0.2994,0.2708,0.4299,0.4055,0.3823 | |
| ViT-B-32,commonpool_s_s13m_b4k,151.28,14.78,0.1789,0.0214,0.0690,0.1138,0.0300,0.1080,0.1760,0.0088,0.0351,0.0601,0.0176,0.0568,0.0902,0.3979,0.3338,0.3126,0.2914,0.4484,0.4249,0.4025 | |
| ViT-B-32,commonpool_s_image_s13m_b4k,151.28,14.78,0.1536,0.0142,0.0594,0.0960,0.0200,0.0740,0.1160,0.0109,0.0385,0.0641,0.0150,0.0500,0.0842,0.3552,0.2669,0.2525,0.2382,0.4123,0.3875,0.3640 | |
| ViT-B-32,datacomp_s_s13m_b4k,151.28,14.78,0.1536,0.0142,0.0594,0.0960,0.0200,0.0740,0.1160,0.0109,0.0385,0.0641,0.0150,0.0500,0.0842,0.3552,0.2669,0.2525,0.2382,0.4123,0.3875,0.3640 | |
| ViT-B-32,commonpool_s_laion_s13m_b4k,151.28,14.78,0.1527,0.0176,0.0678,0.1056,0.0270,0.0870,0.1440,0.0102,0.0363,0.0607,0.0140,0.0442,0.0770,0.3463,0.2607,0.2410,0.2215,0.4049,0.3795,0.3554 | |
| coca_ViT-B-32,mscoco_finetuned_laion2b_s13b_b90k,253.56,33.34,0.1306,0.0074,0.0214,0.0436,0.0110,0.0490,0.0990,0.0033,0.0137,0.0249,0.0088,0.0338,0.0552,0.3299,0.2484,0.2329,0.2175,0.3873,0.3604,0.3348 | |