| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| CAMELYON16 (test) | HSA-NRL | AUC0.9981 | 171 | 25d ago | |
| TCGA-RCC (test) | TransMIL | AUC98.82 | 90 | 4mo ago | |
| BRACS | SRMIL | Accuracy67.6 | 48 | 1mo ago | |
| Camelyon 17 | MoEMambaMIL | F1 Score89.99 | 34 | 2mo ago | |
| TCGA-CESC | DSMIL | Accuracy70.37 | 26 | 2mo ago | |
| TCGA-BRCA | BatMIL | Accuracy62.3 | 26 | 2mo ago | |
| PANDA | BatMIL | Accuracy79.8 | 25 | 2mo ago | |
| BCNB | RaLMPH | Accuracy53.3 | 24 | 1mo ago | |
| In-house | RaLMPH | Accuracy71.8 | 24 | 1mo ago | |
| TCGA Lung | SRMIL | Accuracy89.7 | 24 | 5mo ago | |
| LBC (test) | AEM | F1 Score0.691 | 24 | 5mo ago | |
| Liver Cancer | F1 Score88.95 | 20 | 4mo ago | ||
| TCGA Kidney | MoEMambaMIL | F1 Score95.78 | 20 | 4mo ago | |
| TCGA-NSCLC | CLAM | AUROC62.9 | 14 | 2mo ago | |
| TCGA-BLCA | BatMIL | AUROC99.7 | 14 | 2mo ago | |
| TCGA-ESCA | CLAM | Accuracy55.56 | 12 | 2mo ago | |
| TCGA-LGG | PathRWKV | Accuracy69.13 | 12 | 2mo ago | |
| TCGA-GBM | PathRWKV | Accuracy100 | 12 | 2mo ago | |
| IMP-CRS 2024 | S4MIL | Accuracy94.78 | 12 | 2mo ago | |
| TCGA Slide-level | Snuffy | AUC97.2 | 11 | 5mo ago | |
| COLON-MSI (test) | FR-MIL | Accuracy80.9 | 11 | 5mo ago | |
| Kidney Metastasis 1.0 (test) | WeakSupCon | Balanced Accuracy90.91 | 8 | 5mo ago | |
| Renal Vein Thrombosis (RVT) 1.0 (test) | WeakSupCon | Balanced Acc80.14 | 8 | 5mo ago | |
| Camelyon16 1.0 (test) | WeakSupCon | Balanced Acc93.18 | 8 | 5mo ago | |
| TCGA-NSCLC (five-fold cross-validation) | SlideGCD-DTFDMIL | Accuracy0.8983 | 8 | 5mo ago |
