Whole Slide Image Classification on Kidney Metastasis 1.0 (test)
90.91Balanced AccuracyWeakSupCon
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| WeakSupConEncoder=WeakSupCon, Downstream MIL model=DTFD-MIL, Backbone=ResNet-182026.02 | 90.91 | 86.96 | 92.77 | |
| WeakSupConEncoder=WeakSupCon, Downstream MIL model=AB-MIL, Backbone=ResNet-182026.02 | 90.4 | 86.23 | 92.46 | |
| SimCLREncoder=SimCLR, Downstream MIL model=DTFD-MIL, Backbone=ResNet-182026.02 | 89.39 | 84.78 | 91.92 | |
| SimCLREncoder=SimCLR, Downstream MIL model=AB-MIL, Backbone=ResNet-182026.02 | 88.89 | 84.06 | 91.92 | |
| SupConEncoder=SupCon, Downstream MIL model=DTFD-MIL, Backbone=ResNet-182026.02 | 88.58 | 86.96 | 91.76 | |
| SupConEncoder=SupCon, Downstream MIL model=AB-MIL, Backbone=ResNet-182026.02 | 88.07 | 86.23 | 92.23 | |
| MoCo v3Encoder=MoCo v3, Downstream MIL model=DTFD-MIL, Backbone=ResNet-182026.02 | 86.33 | 82.61 | 89.82 | |
| MoCo v3Encoder=MoCo v3, Downstream MIL model=AB-MIL, Backbone=ResNet-182026.02 | 86.05 | 83.33 | 88.03 |