Classification on In-house prostate dataset (adaptation)
92.64AccuracyPTCMIL
Evaluation Results
| Method | Links | |
|---|---|---|
| PTCMILFeature extraction=UNI2025.07 | 92.64 | |
| PTCMILFeature extraction=CTransPath2025.07 | 89.96 | |
| DGR-MILFeature extraction=UNI2025.07 | 89.69 | |
| TransMILFeature extraction=UNI2025.07 | 89.56 | |
| ILRAFeature extraction=UNI2025.07 | 89.29 | |
| DGR-MILFeature extraction=CTransPath2025.07 | 87.82 | |
| PANTHERFeature extraction=UNI2025.07 | 87.42 | |
| DSMILFeature extraction=CTransPath2025.07 | 87.28 | |
| MambaMILFeature extraction=CTransPath2025.07 | 87.15 | |
| DTFD-MILFeature extraction=CTransPath2025.07 | 87 | |
| CLAMFeature extraction=CTransPath2025.07 | 86.75 | |
| CLAMFeature extraction=UNI2025.07 | 86.75 | |
| MambaMILFeature extraction=UNI2025.07 | 86.61 | |
| ABMILFeature extraction=CTransPath2025.07 | 85.81 | |
| ABMILFeature extraction=UNI2025.07 | 84.74 | |
| DTFD-MILFeature extraction=UNI2025.07 | 84.74 | |
| DSMILFeature extraction=UNI2025.07 | 84.61 | |
| TransMILFeature extraction=CTransPath2025.07 | 84.34 | |
| ILRAFeature extraction=CTransPath2025.07 | 84.07 | |
| PANTHERFeature extraction=CTransPath2025.07 | 81.52 |