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 |
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