Survival Prediction on KIRC
74.4C-IndexMambaMIL+
Evaluation Results
| Method | Links | |
|---|---|---|
| MambaMIL+Feature Extractor=CONCH2025.12 | 74.4 | |
| MeanMILFeature Extractor=CONCH2025.12 | 71.9 | |
| MambaMIL+Feature Extractor=PLIP2025.12 | 71.7 | |
| MambaMIL+Feature Extractor=ResNet-502025.12 | 68.8 | |
| MeanMILFeature Extractor=PLIP2025.12 | 68.3 | |
| PAMFeature Extractor=ResNet-502025.12 | 67.6 | |
| MambaMILFeature Extractor=ResNet-502025.12 | 67 | |
| 2DMambaMILFeature Extractor=ResNet-502025.12 | 66.5 | |
| TransMILFeature Extractor=ResNet-502025.12 | 64.9 | |
| MIHM-TransMILFeature Extractor=ResNet-502025.12 | 64.4 | |
| MaxMILFeature Extractor=ResNet-502025.12 | 63.4 | |
| RRTMILFeature Extractor=ResNet-502025.12 | 63.3 | |
| DSMILFeature Extractor=ResNet-502025.12 | 63.2 | |
| MeanMILFeature Extractor=ResNet-502025.12 | 60.2 | |
| DTFDFeature Extractor=ResNet-502025.12 | 59.5 | |
| ABMILFeature Extractor=ResNet-502025.12 | 59.3 | |
| CLAMFeature Extractor=ResNet-502025.12 | 59 | |
| MIHM-ABMILFeature Extractor=ResNet-502025.12 | 59 |