Cancer Subtyping on BRACS-7 (official)
0.773AUCMambaMIL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MambaMILFeature Extractor=ResNet-502024.03 | 0.773 | 46 | |
| DTFDMILFeature Extractor=ResNet-502024.03 | 0.753 | 39 | |
| DSMILFeature Extractor=ResNet-502024.03 | 0.751 | 33.3 | |
| CLAM-MBFeature Extractor=ResNet-502024.03 | 0.729 | 37.9 | |
| S4MILFeature Extractor=ResNet-502024.03 | 0.718 | 35.6 | |
| MambaMILFeature Extractor=PLIP2024.03 | 0.718 | 37.9 | |
| ABMILFeature Extractor=ResNet-502024.03 | 0.715 | 23 | |
| ABMILFeature Extractor=PLIP2024.03 | 0.699 | 33.3 | |
| DTFDMILFeature Extractor=PLIP2024.03 | 0.697 | 36.8 | |
| CLAM-MBFeature Extractor=PLIP2024.03 | 0.693 | 26.4 | |
| TransMILFeature Extractor=PLIP2024.03 | 0.688 | 34.5 | |
| S4MILFeature Extractor=PLIP2024.03 | 0.676 | 29.9 | |
| DSMILFeature Extractor=PLIP2024.03 | 0.667 | 33.3 | |
| Max-PoolingFeature Extractor=ResNet-502024.03 | 0.658 | 24.1 | |
| Mean-PoolingFeature Extractor=ResNet-502024.03 | 0.658 | 29.9 | |
| Max-PoolingFeature Extractor=PLIP2024.03 | 0.652 | 23 | |
| Mean-PoolingFeature Extractor=PLIP2024.03 | 0.649 | 33.3 | |
| TransMILFeature Extractor=ResNet-502024.03 | 0.613 | 31 |