Slide-level classification on P53-UCEC (test)
93.3AccuracyUNI
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| UNIMIL method=ABMIL fine-tuning2025.12 | 93.3 | 64.2 | 83.3 | 90.8 | |
| GPFMMIL method=ABMIL fine-tuning2025.12 | 93.3 | 64.2 | 84.2 | 90.9 | |
| StainNet-BaseMIL method=ABMIL fine-tuning2025.12 | 93.3 | 64.2 | 88 | 90.9 | |
| PathOrchestraMIL method=ABMIL fine-tuning2025.12 | 91.3 | 61.6 | 85.2 | 88.9 | |
| Virchow-2MIL method=ABMIL fine-tuning2025.12 | 91.3 | 61.6 | 86.2 | 88.8 | |
| Prov-GigaPathMIL method=ABMIL fine-tuning2025.12 | 90.8 | 61.4 | 82.6 | 88.4 | |
| UNI-2MIL method=ABMIL fine-tuning2025.12 | 90.3 | 56.7 | 83.5 | 87 | |
| H-optimus-0MIL method=ABMIL fine-tuning2025.12 | 90.3 | 60.3 | 80.4 | 87.8 | |
| StainNet-SmallMIL method=ABMIL fine-tuning2025.12 | 89.2 | 56.2 | 70.6 | 85.4 | |
| LunitMIL method=ABMIL fine-tuning2025.12 | 87.7 | 53.8 | 74 | 84 | |
| ResNet-50MIL method=ABMIL fine-tuning2025.12 | 79.5 | 33.3 | 60.2 | 70.4 | |
| CTransPathMIL method=ABMIL fine-tuning2025.12 | 79.5 | 33.3 | 70.5 | 70.4 | |
| PathoDuetMIL method=ABMIL fine-tuning2025.12 | 79.5 | 33.3 | 36.2 | 70.4 | |
| HIPTMIL method=ABMIL fine-tuning2025.12 | 79.5 | 33.3 | 67.1 | 70.4 |