| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| MUSK2 | TG-RGMIL [0]D | Accuracy97 | 46 | 1mo ago | |
| MUSK1 | TG-RGMIL [0,1,2]D | Accuracy98.2 | 46 | 1mo ago | |
| RCC | MR-CATE | AUC0.986 | 44 | 4mo ago | |
| Camelyon16 | MR-RRTMIL | AUC93.7 | 44 | 4mo ago | |
| ELEPHANT | DSMIL | Accuracy98.9 | 36 | 1mo ago | |
| TIGER | ASMIL | Accuracy96.9 | 30 | 1mo ago | |
| FOX | ASMIL | Accuracy96.1 | 30 | 1mo ago | |
| Aggregate 12 MIL Benchmarks | ICMIL | Average AUROC84.17 | 14 | 1mo ago | |
| TCGA | ABMIL | AUROC90.7 | 14 | 1mo ago | |
| Tiger | AUROC89.6 | 14 | 1mo ago | ||
| Fox | AUROC66.2 | 14 | 1mo ago | ||
| RSNA ICH | SVM-Summ | AUROC (%)77 | 14 | 1mo ago | |
| Pos-Neg | AUROC (%)87.3 | 14 | 1mo ago | ||
| Adj. Pairs | AUROC78.3 | 14 | 1mo ago | ||
| SMIL | ABMIL | AUROC85.4 | 14 | 1mo ago | |
| Letters | AUROC0.992 | 14 | 1mo ago | ||
| HEPMASS | AUROC87.2 | 14 | 1mo ago | ||
| PANDA | TaxoMIL | Accuracy54.6 | 13 | 25d ago | |
| BRACS | TaxoMIL | Accuracy75.78 | 13 | 25d ago | |
| GastWSI | TaxoMIL | Accuracy (%)64.55 | 13 | 25d ago | |
| Eight Pathology Tasks (held-out) | MOOZY | Weighted F1 Score80.1 | 6 | 3mo ago |
