| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| AwA2 (test) | ACR | Metric U74.1 | 46 | 4d ago | |
| ImageNet zero-shot | EVA-CLIP | Top-1 Accuracy83.5 | 35 | 4d ago | |
| CUB | VSPCN | U Score72.8 | 34 | 4d ago | |
| ImageNet-1K | Original CLIP | Top-1 Accuracy0.7795 | 32 | 4d ago | |
| DataComp | TuneCLIP | DataComp Score63.47 | 28 | 4d ago | |
| ImageNet 1K (val) | REACT (Locked-Text Gated-Image) | Accuracy78.1 | 28 | 4d ago | |
| ImageNet (val) | Accuracy80.1 | 24 | 4d ago | ||
| ImageNet-R (test) | REACT (Locked-Text Gated-Image) | Accuracy89.9 | 23 | 2d ago | |
| ImageNet shift | Accuracy69.6 | 22 | 4d ago | ||
| SUN unseen (test) | DEM | Top-1 Acc61.9 | 22 | 3d ago | |
| aPY (test) | Metric u48.1 | 21 | 4d ago | ||
| ImageNet-Sketch (test) | REACT (Locked-Text Gated-Image) | Accuracy65.4 | 19 | 4d ago | |
| ImageNet-A (test) | CLIP | Accuracy0.705 | 19 | 4d ago | |
| ImageNet V2 (test) | REACT (Locked-Text Gated-Image) | Accuracy71.5 | 19 | 4d ago | |
| 16-dataset Zero-Shot Adversarial Robustness (ZSAR) Evaluation Suite | TGA-ZSR | TinyImageNet Accuracy69.78 | 18 | 2d ago | |
| SUN | U Metric55.1 | 15 | 4d ago | ||
| CUB (test) | SYNC | Top-1 Acc55.6 | 14 | 4d ago | |
| AwA1 (test) | DEM | Top-1 Accuracy68.4 | 14 | 4d ago | |
| SUN | TF-VAEGAN | Top-1 Acc66 | 12 | 4d ago | |
| CUB GBU | SYNC | Top-1 Accuracy55.6 | 12 | 4d ago | |
| AwA2 GBU | DEM | Top-1 Accuracy67.1 | 12 | 4d ago | |
| AwA1 GBU | DEM | Top-1 Accuracy68.4 | 12 | 4d ago | |
| AWA2 | Top-1 Accuracy73.8 | 11 | 4d ago | ||
| DTD | R-TPT | Clean Accuracy44.2 | 10 | 2d ago | |
| MMEB (val) | XRay Model EViT-2B | Image Classification Accuracy66.8 | 9 | 4d ago |
