WSI Diagnostic Classification on TISSUENET (test)
76.65AccuracyHookMIL-Vis
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| HookMIL-VisBackbone=UNI, Magnification=20x, Patch size=256x2562025.12 | 76.65 | 93.68 | 77.12 | |
| HookMIL-TNBackbone=UNI, Magnification=20x, Patch size=256x2562025.12 | 75.68 | 93.05 | 76.32 | |
| CLAM-MBBackbone=UNI, Magnification=20x, Patch size=256x2562025.12 | 75.22 | 92.83 | 76.09 | |
| AMD-MILBackbone=UNI, Magnification=20x, Patch size=256x2562025.12 | 74.73 | 92.73 | 75.4 | |
| WiKGBackbone=UNI, Magnification=20x, Patch size=256x2562025.12 | 74.54 | 91.94 | 75.15 | |
| DSMILBackbone=UNI, Magnification=20x, Patch size=256x2562025.12 | 74.43 | 92.26 | 75.19 | |
| ACMILBackbone=UNI, Magnification=20x, Patch size=256x2562025.12 | 74.23 | 92.6 | 75.35 | |
| CLAM-SBBackbone=UNI, Magnification=20x, Patch size=256x2562025.12 | 74.14 | 93.04 | 74.6 | |
| DTFD-MILBackbone=UNI, Magnification=20x, Patch size=256x2562025.12 | 74.14 | 92.68 | 74.32 | |
| ABMILBackbone=UNI, Magnification=20x, Patch size=256x2562025.12 | 73.84 | 92.37 | 74.42 | |
| TransMILBackbone=UNI, Magnification=20x, Patch size=256x2562025.12 | 68.91 | 89.35 | 69.79 | |
| ILRABackbone=UNI, Magnification=20x, Patch size=256x2562025.12 | 64.17 | 85.85 | 64.44 |