WSI diagnostic classification on PANDA (test)
74.85AccuracyHookMIL-Vis
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| HookMIL-VisBackbone=UNI, Magnification=20x, Patch size=256x2562025.12 | 74.85 | 94.42 | 70.88 | |
| HookMIL-TNBackbone=UNI, Magnification=20x, Patch size=256x2562025.12 | 73.82 | 93.78 | 69.35 | |
| AMD-MILBackbone=UNI, Magnification=20x, Patch size=256x2562025.12 | 73.38 | 93.43 | 68.52 | |
| WiKGBackbone=UNI, Magnification=20x, Patch size=256x2562025.12 | 73.04 | 93.66 | 69.97 | |
| CLAM-SBBackbone=UNI, Magnification=20x, Patch size=256x2562025.12 | 73.03 | 93.7 | 68.53 | |
| CLAM-MBBackbone=UNI, Magnification=20x, Patch size=256x2562025.12 | 72.88 | 92.8 | 69.43 | |
| ABMILBackbone=UNI, Magnification=20x, Patch size=256x2562025.12 | 72.64 | 93.41 | 67.92 | |
| ILRABackbone=UNI, Magnification=20x, Patch size=256x2562025.12 | 71.56 | 92.62 | 66.7 | |
| ACMILBackbone=UNI, Magnification=20x, Patch size=256x2562025.12 | 71.48 | 93 | 65.95 | |
| DSMILBackbone=UNI, Magnification=20x, Patch size=256x2562025.12 | 69.36 | 92.08 | 63.95 | |
| TransMILBackbone=UNI, Magnification=20x, Patch size=256x2562025.12 | 67.38 | 91.69 | 59.91 | |
| DTFD-MILBackbone=UNI, Magnification=20x, Patch size=256x2562025.12 | 65.12 | 90.72 | 54.4 |