| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| CAMELYON16 (test) | HSA-NRL | AUC0.9981 | 127 | 4d ago | |
| TCGA-RCC (test) | TransMIL | AUC98.82 | 54 | 4d ago | |
| BRACS | SRMIL | Accuracy67.6 | 24 | 4d ago | |
| TCGA Lung | SRMIL | Accuracy89.7 | 24 | 4d ago | |
| LBC (test) | AEM | F1 Score0.691 | 24 | 4d ago | |
| TCGA Slide-level | Snuffy | AUC97.2 | 11 | 4d ago | |
| COLON-MSI (test) | FR-MIL | Accuracy80.9 | 11 | 4d ago | |
| Kidney Metastasis 1.0 (test) | WeakSupCon | Balanced Accuracy90.91 | 8 | 4d ago | |
| Renal Vein Thrombosis (RVT) 1.0 (test) | WeakSupCon | Balanced Acc80.14 | 8 | 4d ago | |
| Camelyon16 1.0 (test) | WeakSupCon | Balanced Acc93.18 | 8 | 4d ago | |
| TCGA-NSCLC (five-fold cross-validation) | SlideGCD-DTFDMIL | Accuracy0.8983 | 8 | 4d ago | |
| TCGA-BRCA (five-fold cross-validation) | SlideGCD-DTFDMIL | ACC90.43 | 8 | 4d ago | |
| Average (CAMELYON16, TCGA-LUAD, TCGA-RCC) | Ours (Structured State Space Models) | Accuracy81.74 | 8 | 4d ago | |
| TCGA-LUAD | CLAM MB | Accuracy69.01 | 8 | 4d ago |
