| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| NTUH-Ki67-Liver (5-fold cross-val) | StainNet-Base | Balanced Acc92.8 | 98 | 4d ago | |
| TCGA lung cancer dataset (test) | MExD | Accuracy96.53 | 67 | 4d ago | |
| BCNB-HER2 | HookMIL-Vis | Accuracy79.36 | 54 | 4d ago | |
| BRACS (test) | MExD | Mean AUC0.8861 | 54 | 4d ago | |
| CAMELYON17 (test) | AUC91.4 | 33 | 4d ago | ||
| CAMELYON16 (test) | HNM-WSI | Avg Acc93.02 | 28 | 4d ago | |
| PANDA | MR-PLIP | Accuracy78.6 | 23 | 4d ago | |
| BRACS | Top-1 Macro F158 | 23 | 4d ago | ||
| CAMELYON16 | KimiaNet | Top-1 Macro F174 | 23 | 4d ago | |
| PANDA | MoCoV2-ResNet50 | Top-1 Macro Avg F164 | 23 | 4d ago | |
| Private-CRC | MuDiPath-DenseNet-101 | Top-1 Macro F166 | 23 | 4d ago | |
| Private-Skin | DinoSSLPathology-8 | Top-1 Macro F10.67 | 23 | 4d ago | |
| Private-Liver | Top-1 Macro F10.74 | 23 | 4d ago | ||
| Private-Breast | PathDino-512 | Top-1 Macro Avg F10.66 | 23 | 4d ago | |
| CAMELYON16 binary (test) | Instance AUC0.9532 | 19 | 4d ago | ||
| TCGA-RENAL (test) | Instance AUC (ccRCC)0.9055 | 19 | 4d ago | ||
| TCGA-NSCLC | mSTAR | Accuracy92.7 | 19 | 4d ago | |
| TCGA-RCC | TransMIL | Accuracy94.66 | 18 | 4d ago | |
| Camelyon16 | ReMix-DSMIL | Precision96.51 | 14 | 4d ago | |
| UniToPatho | ReMix-DSMIL | Precision78.2 | 14 | 4d ago | |
| EGFR | LACL | Accuracy57.4 | 14 | 4d ago | |
| Endometrium dataset | LACL | Accuracy53.1 | 14 | 4d ago | |
| BCNB-PR | HookMIL-Vis | Accuracy84.87 | 12 | 4d ago | |
| BCNB-ER | HookMIL-Vis | Accuracy89.65 | 12 | 4d ago | |
| NSCLC to RCC transfer (test) | TAKT | AUC98.4 | 10 | 4d ago |
