WSI Classification on BCNB-PR
84.87AccuracyHookMIL-Vis
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| HookMIL-VisBackbone=UNI [5], Magnification=20x, Patch Size=256x2562025.12 | 84.87 | 87.12 | 78.45 | |
| HookMIL-TNBackbone=UNI [5], Magnification=20x, Patch Size=256x2562025.12 | 83.18 | 85.42 | 76.25 | |
| CLAM-MBBackbone=UNI [5], Magnification=20x, Patch Size=256x2562025.12 | 82.87 | 84.88 | 75.5 | |
| CLAM-SBBackbone=UNI [5], Magnification=20x, Patch Size=256x2562025.12 | 82.8 | 85.16 | 76.04 | |
| ABMILBackbone=UNI [5], Magnification=20x, Patch Size=256x2562025.12 | 82.7 | 84.11 | 74.17 | |
| AMD-MILBackbone=UNI [5], Magnification=20x, Patch Size=256x2562025.12 | 82.7 | 84.93 | 75.8 | |
| DSMILBackbone=UNI [5], Magnification=20x, Patch Size=256x2562025.12 | 82.51 | 85.18 | 74.66 | |
| DTFD-MILBackbone=UNI [5], Magnification=20x, Patch Size=256x2562025.12 | 81.94 | 84.76 | 76.34 | |
| AC-MILBackbone=UNI [5], Magnification=20x, Patch Size=256x2562025.12 | 81.66 | 84.83 | 72.29 | |
| ILRABackbone=UNI [5], Magnification=20x, Patch Size=256x2562025.12 | 81.19 | 83.63 | 72.97 | |
| WiKGBackbone=UNI [5], Magnification=20x, Patch Size=256x2562025.12 | 79.21 | 85.21 | 69.67 | |
| TransMILBackbone=UNI [5], Magnification=20x, Patch Size=256x2562025.12 | 77.59 | 84.23 | 71.6 |