Classification on Camelyon16
99.6AUCPTCMIL
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PTCMILFeature extraction=UNI2025.07 | 99.6 | 98.6 | |
| TransMILFeature extraction=UNI2025.07 | 99.08 | 95.31 | |
| MambaMILFeature extraction=UNI2025.07 | 99.06 | 97.97 | |
| CLAMFeature extraction=UNI2025.07 | 98.92 | 97.97 | |
| DSMILFeature extraction=UNI2025.07 | 98.75 | 97.5 | |
| DGR-MILFeature extraction=UNI2025.07 | 98.54 | 97.35 | |
| ABMILFeature extraction=UNI2025.07 | 98.42 | 95.73 | |
| DTFD-MILFeature extraction=UNI2025.07 | 98.38 | 96.56 | |
| PTCMILFeature extraction=CTransPath2025.07 | 98.06 | 94.73 | |
| TransMILFeature extraction=CTransPath2025.07 | 96.47 | 93.13 | |
| CLAMFeature extraction=CTransPath2025.07 | 95.89 | 92.19 | |
| DTFD-MILFeature extraction=CTransPath2025.07 | 94.93 | 92.81 | |
| ILRAFeature extraction=UNI2025.07 | 94.38 | 93.44 | |
| ILRAFeature extraction=CTransPath2025.07 | 94.29 | 90.78 | |
| DSMILFeature extraction=CTransPath2025.07 | 93.26 | 87.03 | |
| ABMILFeature extraction=CTransPath2025.07 | 92.4 | 90.31 | |
| MambaMILFeature extraction=CTransPath2025.07 | 92.31 | 91.09 | |
| DGR-MILFeature extraction=CTransPath2025.07 | 91.25 | 90.06 | |
| PANTHERFeature extraction=UNI2025.07 | 84.21 | 79.19 | |
| PANTHERFeature extraction=CTransPath2025.07 | 67.01 | 64.19 |