| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| TCGA NSCLC (test) | TransMIL + IBMIL | Accuracy94.29 | 96 | 2mo ago | |
| CAMELYON16 | BatMIL | AUC0.996 | 78 | 2mo ago | |
| CAMELYON 17 (test) | F1 Score80.6 | 22 | 25d ago | ||
| PANDA held-out (test) | DICE | F1 Score76.6 | 22 | 25d ago | |
| TCGA-BRCA (10-fold cross-validation) | Mean-pooling | F1 Score86.6 | 17 | 4mo ago | |
| LBP-CECA (test) | F1 Score74.1 | 16 | 4mo ago | ||
| MLH1-UCEC (test) | Accuracy80.3 | 14 | 4mo ago | ||
| P53-UCEC (test) | Accuracy93.3 | 14 | 4mo ago | ||
| CAMELYON16 held-out (test) | Virchow2 | AUC99.3 | 11 | 25d ago | |
| Panda | Balanced Accuracy67.2 | 11 | 4mo ago | ||
| RCC Slide-level (test) | Balanced Accuracy97.37 | 10 | 2mo ago | ||
| CPTAC | TICON | F1 Score72.7 | 10 | 4mo ago | |
| BRACS | TICON | F1 Score63.8 | 10 | 4mo ago | |
| BRACS | SGPMIL | AUC0.87 | 8 | 4mo ago | |
| TCGA-NSCLC | Mean | AUC0.979 | 8 | 4mo ago | |
| TCGA Lung Cancer dataset | DGMIL | AUC (Slide)0.9702 | 6 | 4mo ago |
