WSI diagnostic classification on CAMELYON+ (test)
94.45AccuracyHookMIL-Vis
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| HookMIL-VisBackbone=UNI, Magnification=20x, Patch size=256x2562025.12 | 94.45 | 97.92 | 93.98 | |
| HookMIL-TNBackbone=UNI, Magnification=20x, Patch size=256x2562025.12 | 93.85 | 97.52 | 93.42 | |
| DSMILBackbone=UNI, Magnification=20x, Patch size=256x2562025.12 | 93.48 | 96.67 | 92.83 | |
| ABMILBackbone=UNI, Magnification=20x, Patch size=256x2562025.12 | 93.4 | 96.76 | 92.85 | |
| AMD-MILBackbone=UNI, Magnification=20x, Patch size=256x2562025.12 | 93.33 | 97.48 | 92.65 | |
| CLAM-MBBackbone=UNI, Magnification=20x, Patch size=256x2562025.12 | 93.25 | 96.94 | 92.59 | |
| WiKGBackbone=UNI, Magnification=20x, Patch size=256x2562025.12 | 93.18 | 97.02 | 92.57 | |
| CLAM-SBBackbone=UNI, Magnification=20x, Patch size=256x2562025.12 | 93.1 | 96.92 | 92.39 | |
| DTFD-MILBackbone=UNI, Magnification=20x, Patch size=256x2562025.12 | 93.02 | 97.02 | 93.18 | |
| ACMILBackbone=UNI, Magnification=20x, Patch size=256x2562025.12 | 92.88 | 97.49 | 92.28 | |
| ILRABackbone=UNI, Magnification=20x, Patch size=256x2562025.12 | 91.77 | 95.25 | 90.88 | |
| TransMILBackbone=UNI, Magnification=20x, Patch size=256x2562025.12 | 90.51 | 97.02 | 89.96 |