| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| BMT | Patho–CLIP–B | Accuracy49.33 | 12 | 26d ago | |
| WSSSLUAD | Patho–CLIP–L | Accuracy95.89 | 12 | 26d ago | |
| Renal-C corrupted (test) | LATTE | Accuracy48.99 | 12 | 1mo ago | |
| Renal clean (test) | LATTE | Accuracy57.22 | 12 | 1mo ago | |
| Skin-C corrupted (test) | LATTE | Accuracy50.65 | 12 | 1mo ago | |
| NCT100K clean (test) | LATTE | Accuracy82.76 | 12 | 1mo ago | |
| NCT7K corrupted (test) | LATTE | Accuracy74.05 | 12 | 1mo ago | |
| NCT7K clean (test) | LATTE | Accuracy82.12 | 12 | 1mo ago | |
| LC25K Lung corrupted (test) | LATTE | Accuracy89.37 | 10 | 1mo ago | |
| LC25K-Lung clean (test) | LATTE | Accuracy97.02 | 10 | 1mo ago | |
| Skin clean (test) | LATTE | Accuracy68.34 | 6 | 1mo ago | |
| LC25K All-C (test) | LATTE | Accuracy82.08 | 6 | 1mo ago | |
| LC25K-All clean (test) | LATTE | Accuracy93.27 | 6 | 1mo ago | |
| NCT100K corrupted (test) | LATTE | Accuracy71.68 | 6 | 1mo ago | |
| MHIST corrupted (test) | LATTE | Accuracy56.22 | 5 | 1mo ago | |
| MHIST clean (test) | LATTE | Accuracy60.49 | 5 | 1mo ago | |
| LC25K Colon corrupted (test) | LATTE | Accuracy94.39 | 5 | 1mo ago | |
| LC25K-Colon clean (test) | LAME | Accuracy98.98 | 5 | 1mo ago |
