| TCGA-NLCSC (test) | MiCo | Accuracy93.1 | | 53 | 4d ago |
| cohort of lung cancer H1 (internal) | | Mean AUC0.9752 | | 46 | 4d ago |
| Cohort of lung cancer H1 (prospective) | | Mean AUC0.8513 | | 23 | 4d ago |
| NSCLC-2 | MambaMIL | AUC95.9 | | 18 | 4d ago |
| BRACS-7 | MambaMIL | AUC0.804 | | 18 | 4d ago |
| BRACS-7 (official) | MambaMIL | AUC0.773 | | 18 | 4d ago |
| TCGA-BRCA (test) | clam | Accuracy94.4 | | 12 | 4d ago |
| Lung Prospective-H1 | | D-Score0.8365 | | 11 | 4d ago |
| Lung Internal-H1 | | D-Score0.9199 | | 11 | 4d ago |
| TCGA-RCC ($N_{IND}=6$, IND) | DSMIL | AUC98 | | 7 | 4d ago |
| TCGA-RCC $N_{IND}=6$ OOD | CATE-MIL | AUC0.979 | | 7 | 4d ago |
| TCGA-RCC IND | ABMIL | AUC99.7 | | 7 | 4d ago |
| TCGA-RCC $N_{IND}=3$, OOD | CATE-MIL | AUC0.983 | | 7 | 4d ago |
| TCGA-NSCLC IND | DTFD-MIL | AUC98.1 | | 7 | 4d ago |
| TCGA-NSCLC $N_{IND}=4$, OOD | CATE-MIL | AUC96.9 | | 7 | 4d ago |
| TCGA-NSCLC IND ($N_{IND}=2$) | R2T-MIL | AUC99.9 | | 7 | 4d ago |
| TCGA-NSCLC $N_{IND}=2$ OOD | CATE-MIL | AUC0.945 | | 7 | 4d ago |
| Average (UBC-OCEAN, CAMELYON, TUPAC16) (test) | HistGen | Accuracy82.7 | | 7 | 4d ago |
| TUPAC16 (test) | HistGen | Accuracy0.604 | | 7 | 4d ago |
| CAMELYON (test) | HistGen | Accuracy96.1 | | 7 | 4d ago |
| UBC-OCEAN (test) | HistGen | Accuracy80.8 | | 7 | 4d ago |
| TCGA-BRCA (NIND=2) (IND) | CLAM | AUC Gain1.67 | | 5 | 4d ago |
| TCGA-BRCA (NIND=2) (OOD) | CLAM | AUC Gain5.82 | | 5 | 4d ago |
| TCGA-BRCA NIND=1 (IND) | DTFD-MIL | AUC Gain4.34 | | 5 | 4d ago |
| TCGA-BRCA NIND=1 (OOD) | CLAM | AUC Gain4.85 | | 5 | 4d ago |
