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license: apache-2.0 |
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| Dataset | CLIP | MLCD | |
|
|-----------|------|------| |
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| Food101 | 88.8 | <span style="color:red">90.2</span> | |
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| CIFAR10 | 95.1 | <span style="color:red">96.9</span> | |
|
| CIFAR100 | 80.5 | <span style="color:red">86.8</span> | |
|
| Birdsnap | 58.5 | <span style="color:red">72.1</span> | |
|
| SUN397 | 76.6 | <span style="color:red">77.4</span> | |
|
| Cars | 81.8 | <span style="color:red">93.5</span> | |
|
| Aircraft | 52.0 | <span style="color:red">74.7</span> | |
|
| VOC2007 | 87.7 | <span style="color:red">90.4</span> | |
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| DTD | 76.5 | <span style="color:red">83.5</span> | |
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| Pets | 90.0 | <span style="color:red">93.6</span> | |
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| Cal101 | 93.0 | <span style="color:red">97.7</span> | |
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| Flowers | 96.9 | <span style="color:red">98.8</span> | |
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| MNIST | 99.0 | <span style="color:red">99.3</span> | |
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| FER2013 | 69.2 | <span style="color:red">70.9</span> | |
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| STL10 | 98.6 | <span style="color:red">99.1</span> | |
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| EuroSAT | 97.0 | <span style="color:red">99.0</span> | |
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| RESISC45 | 90.5 | <span style="color:red">92.7</span> | |
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| GTSRB | 85.3 | <span style="color:red">90.1</span> | |
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| KITTI | 66.2 | <span style="color:red">77.5</span> | |
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| Country211| 27.8 | <span style="color:red">33.7</span> | |
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| PCAM | 83.9 | <span style="color:red">84.4</span> | |
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| UCF101 | 85.5 | <span style="color:red">87.5</span> | |
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| K700 | 61.7 | <span style="color:red">64.2</span> | |
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| CLEVR | 52.1 | <span style="color:red">59.2</span> | |
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| HM | 66.7 | <span style="color:red">68.4</span> | |
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| SST | 70.8 | <span style="color:red">73.4</span> | |
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| ImageNet | 76.1 | <span style="color:red">79.1</span> | |
