Histopathology classification on RVT (test)
80.14Balanced AccuracyWeakSupCon
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| WeakSupConEncoder=WeakSupCon, MIL Framework=DTFD-MIL2026.02 | 80.14 | 80.46 | 87.71 | |
| WeakSupConEncoder=WeakSupCon, MIL Framework=AB-MIL2026.02 | 79.8 | 79.31 | 87.88 | |
| Prov-GigaPathEncoder=Prov-GigaPath, MIL Framework=AB-MIL2026.02 | 71.47 | 68.96 | 72.73 | |
| Prov-GigaPathEncoder=Prov-GigaPath, MIL Framework=DTFD-MIL2026.02 | 70.96 | 71.26 | 75.76 | |
| ImageNetEncoder=ImageNet pretrained, MIL Framework=AB-MIL2026.02 | 70.37 | 71.26 | 73.74 | |
| UNI2-hEncoder=UNI2-h, MIL Framework=DTFD-MIL2026.02 | 65.24 | 59.77 | 62.29 | |
| UNI2-hEncoder=UNI2-h, MIL Framework=AB-MIL2026.02 | 64.9 | 58.62 | 68.69 | |
| ImageNetEncoder=ImageNet pretrained, MIL Framework=DTFD-MIL2026.02 | 63.3 | 63.22 | 62.8 |