| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| ImageNet 1K 1.0 (val) | LEWEL_B | Top-1 Accuracy73.8 | 48 | 4d ago | |
| COVIDx (test) | SISTA | Accuracy93 | 39 | 2d ago | |
| RSNA (test) | MGCA | AUC90.8 | 39 | 2d ago | |
| CheXpert (test) | MLIP | AUC0.9 | 39 | 2d ago | |
| ImageNet 1k (val) | SDMP+ | Top-1 Accuracy73.5 | 37 | 4d ago | |
| ImageNet official (val) | Supervised ResNet50 v2 | Accuracy76 | 19 | 4d ago | |
| Places205 official (val) | Supervised ResNet50 v2 | Accuracy61.6 | 14 | 4d ago | |
| CheXpert v1.0 (test) | MGCA | AUC (1%)88.8 | 12 | 3d ago | |
| COVIDx 100% (train) | G2D | Accuracy93.4 | 9 | 3d ago | |
| COVIDx 10% (train) | G2D | Accuracy88.2 | 9 | 3d ago | |
| COVIDx 1% (train) | G2D | Accuracy76.6 | 9 | 3d ago | |
| RSNA 100% (train) | G2D | AUC93.6 | 9 | 3d ago | |
| RSNA 10% (train) | G2D | AUC0.929 | 9 | 3d ago | |
| RSNA 1% (train) | G2D | AUC92.2 | 9 | 3d ago | |
| CheXpert 100% (train) | G2D | AUC91.1 | 9 | 3d ago | |
| CheXpert (10% train) | G2D | AUC90.4 | 9 | 3d ago | |
| CheXpert 1% (train) | G2D | AUC89.7 | 9 | 3d ago | |
| CIFAR-10 (test) | BYOL w/ DSSL | Top-1 Accuracy94.7 | 8 | 4d ago | |
| TinyImageNet (test) | SSKD | Accuracy34.54 | 8 | 4d ago | |
| STL10 (test) | SSKD | Accuracy0.7474 | 8 | 4d ago |
