Whole Slide Image Classification on Renal Vein Thrombosis (RVT) 1.0 (test)
80.14Balanced AccWeakSupCon
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| WeakSupConEncoder=WeakSupCon, Downstream MIL model=DTFD-MIL, Backbone=ResNet-182026.02 | 80.14 | 80.46 | 87.71 | |
| WeakSupConEncoder=WeakSupCon, Downstream MIL model=AB-MIL, Backbone=ResNet-182026.02 | 79.8 | 79.31 | 87.88 | |
| SupConEncoder=SupCon, Downstream MIL model=AB-MIL, Backbone=ResNet-182026.02 | 75.34 | 78.16 | 83.33 | |
| SupConEncoder=SupCon, Downstream MIL model=DTFD-MIL, Backbone=ResNet-182026.02 | 72.81 | 73.56 | 82.66 | |
| MoCo v3Encoder=MoCo v3, Downstream MIL model=AB-MIL, Backbone=ResNet-182026.02 | 72.56 | 74.71 | 76.09 | |
| SimCLREncoder=SimCLR, Downstream MIL model=AB-MIL, Backbone=ResNet-182026.02 | 70.96 | 71.26 | 73.4 | |
| MoCo v3Encoder=MoCo v3, Downstream MIL model=DTFD-MIL, Backbone=ResNet-182026.02 | 70.12 | 72.41 | 76.1 | |
| SimCLREncoder=SimCLR, Downstream MIL model=DTFD-MIL, Backbone=ResNet-182026.02 | 67.85 | 70.12 | 75.92 |