| top1 | top5 | time | batch_size | |
|---|---|---|---|---|
| vit_base_patch16_384 | 0.842 | 0.9722 | 1130.81 | 64 |
| vit_large_patch16_224 | 0.82836 | 0.96406 | 893.486 | 64 |
| eca_resnet50t | 0.82234 | 0.96172 | 241.754 | 64 |
| eca_resnet101d | 0.82166 | 0.96052 | 213.632 | 64 |
| efficientnet_b3 | 0.82034 | 0.9603 | 199.599 | 64 |
| regnety_032 | 0.81958 | 0.95964 | 136.518 | 64 |
| vit_base_patch32_384 | 0.8166 | 0.9613 | 243.234 | 64 |
| vit_base_patch16_224 | 0.815 | 0.96018 | 306.686 | 64 |
| deit_small_patch16_224 | 0.81082 | 0.95316 | 132.868 | 64 |
| eca_resnet50d | 0.80604 | 0.95322 | 135.567 | 64 |
| resnet50d | 0.80492 | 0.95128 | 97.5827 | 64 |
| cse_resnet50 | 0.80292 | 0.95048 | 108.765 | 64 |
| efficientnet_b2 | 0.80126 | 0.95124 | 127.177 | 64 |
| eca_resnet26t | 0.79862 | 0.95084 | 155.396 | 64 |
| regnety_064 | 0.79712 | 0.94774 | 183.065 | 64 |
| regnety_040 | 0.79222 | 0.94656 | 124.881 | 64 |
| resnext101_32x8d | 0.7921 | 0.94556 | 290.38 | 64 |
| regnetx_064 | 0.79066 | 0.94456 | 176.3 | 64 |
| wide_resnet101_2 | 0.7891 | 0.94344 | 277.755 | 64 |
| regnetx_040 | 0.78486 | 0.94242 | 122.619 | 64 |
| wide_resnet50_2 | 0.78464 | 0.94064 | 201.634 | 64 |
| efficientnet_b1 | 0.7831 | 0.94096 | 98.7143 | 64 |
| resnet152 | 0.7825 | 0.93982 | 186.191 | 64 |
| regnetx_032 | 0.7792 | 0.93996 | 319.558 | 64 |
| resnext50_32x4d | 0.77628 | 0.9368 | 114.325 | 64 |
| regnety_016 | 0.77604 | 0.93702 | 96.547 | 64 |
| efficientnet_b0 | 0.77332 | 0.93566 | 67.2147 | 64 |
| resnet101 | 0.77314 | 0.93556 | 134.148 | 64 |
| densenet161 | 0.77146 | 0.93602 | 239.388 | 64 |
| resnet34d | 0.77118 | 0.93418 | 59.9938 | 64 |
| densenet201 | 0.76932 | 0.9339 | 158.514 | 64 |
| regnetx_016 | 0.76684 | 0.9328 | 91.7536 | 64 |
| resnet26d | 0.766 | 0.93188 | 70.6453 | 64 |
| regnety_008 | 0.76238 | 0.93026 | 54.1286 | 64 |
| resnet50 | 0.76012 | 0.92934 | 89.7976 | 64 |
| densenet169 | 0.75628 | 0.9281 | 127.077 | 64 |
| resnet26 | 0.75394 | 0.92584 | 65.5801 | 64 |
| resnet34 | 0.75096 | 0.92246 | 56.8985 | 64 |
| regnety_006 | 0.75068 | 0.92474 | 55.5611 | 64 |
| regnetx_008 | 0.74788 | 0.92194 | 57.9559 | 64 |
| densenet121 | 0.74472 | 0.91974 | 104.13 | 64 |
| deit_tiny_patch16_224 | 0.7437 | 0.91898 | 66.662 | 64 |
| vgg19_bn | 0.74216 | 0.91848 | 169.357 | 64 |
| regnety_004 | 0.73766 | 0.91638 | 68.4893 | 64 |
| regnetx_006 | 0.73682 | 0.91568 | 81.4703 | 64 |
| vgg16_bn | 0.73476 | 0.91536 | 150.317 | 64 |
| vgg19 | 0.7236 | 0.9085 | 155.851 | 64 |
| regnetx_004 | 0.72298 | 0.90644 | 58.0049 | 64 |
| vgg16 | 0.71628 | 0.90368 | 135.398 | 64 |
| vgg13_bn | 0.71618 | 0.9036 | 129.077 | 64 |
| efficientnet_lite0 | 0.7041 | 0.89894 | 62.4211 | 64 |
| vgg11_bn | 0.70408 | 0.89724 | 86.9459 | 64 |
| vgg13 | 0.69984 | 0.89306 | 116.052 | 64 |
| regnety_002 | 0.6998 | 0.89422 | 46.804 | 64 |
| resnet18 | 0.69644 | 0.88982 | 46.2029 | 64 |
| vgg11 | 0.68872 | 0.88658 | 79.4136 | 64 |
| regnetx_002 | 0.68658 | 0.88244 | 45.9211 | 64 |