WSI Classification on BCNB-ER
89.65AccuracyHookMIL-Vis
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| HookMIL-VisBackbone=UNI [5], Magnification=20x, Patch Size=256x2562025.12 | 89.65 | 94.28 | 83.92 | |
| HookMIL-TNBackbone=UNI [5], Magnification=20x, Patch Size=256x2562025.12 | 88.55 | 93.22 | 81.85 | |
| DSMILBackbone=UNI [5], Magnification=20x, Patch Size=256x2562025.12 | 88.28 | 93 | 80.38 | |
| WiKGBackbone=UNI [5], Magnification=20x, Patch Size=256x2562025.12 | 87.99 | 92.61 | 81.99 | |
| DTFD-MILBackbone=UNI [5], Magnification=20x, Patch Size=256x2562025.12 | 87.43 | 90.78 | 80.71 | |
| CLAM-MBBackbone=UNI [5], Magnification=20x, Patch Size=256x2562025.12 | 87.14 | 92.48 | 79.49 | |
| AC-MILBackbone=UNI [5], Magnification=20x, Patch Size=256x2562025.12 | 86.95 | 91.86 | 77.73 | |
| ABMILBackbone=UNI [5], Magnification=20x, Patch Size=256x2562025.12 | 86.67 | 92.17 | 78.57 | |
| CLAM-SBBackbone=UNI [5], Magnification=20x, Patch Size=256x2562025.12 | 86.19 | 92.41 | 76.63 | |
| TransMILBackbone=UNI [5], Magnification=20x, Patch Size=256x2562025.12 | 85.73 | 91.04 | 75.41 | |
| AMD-MILBackbone=UNI [5], Magnification=20x, Patch Size=256x2562025.12 | 85.63 | 91.92 | 75.22 | |
| ILRABackbone=UNI [5], Magnification=20x, Patch Size=256x2562025.12 | 85.53 | 90.24 | 75.73 |