| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Private-Breast (5-Fold CV) | PathDino | Macro F1 Score88.57 | 32 | 3mo ago | |
| Private-Breast | PathDino-512 | Accuracy89.92 | 24 | 3mo ago | |
| BRACS | HistoCRF + HITL | Accuracy69.2 | 20 | 3mo ago | |
| Colorectal cancer (test) | hest | Bal.ACC98.2 | 11 | 3mo ago | |
| Pcam | Hibou L16 | Balanced Accuracy95.1 | 11 | 3mo ago | |
| Mhist | Virchow2 | Balanced Acc85.8 | 11 | 3mo ago | |
| Crc | Virchow2 | Balanced Accuracy96.6 | 11 | 3mo ago | |
| Bach | Balanced Acc91.4 | 11 | 3mo ago | ||
| NSCLC Unseen target hospitals | PFM-LMMD | Balanced Accuracy83.79 | 10 | 8d ago | |
| Prostate cancer (test) | BioMorphNet | Bal. Acc80.1 | 7 | 3mo ago | |
| PanNuke | Accuracy98.13 | 3 | 3mo ago | ||
| DigestPath | Accuracy96.73 | 3 | 3mo ago | ||
| CAMELYON16 | PathDino-512 | Accuracy81.42 | 3 | 3mo ago | |
| PANDA | Accuracy42.16 | 3 | 3mo ago | ||
| WSSS4LUAD | PathDino-512 | Accuracy88.83 | 2 | 3mo ago | |
| Kather | Accuracy99.83 | 2 | 3mo ago | ||
| Private-CRC | PathDino-512 | Accuracy70.68 | 2 | 3mo ago | |
| Private-Skin | PathDino-512 | Accuracy82.01 | 2 | 3mo ago | |
| Private-Liver | PathDino-512 | Accuracy89.16 | 2 | 3mo ago | |
| SiC/SiC composite XCT patch (test) | p-ResNet-50 | Accuracy0.957 | 1 | 14d ago |
