Biochemical Recurrence Prediction on TCGA-PRAD (out-of-fold)
0.704C-indexGD-MIL
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GD-MILCategory=Multimodal2026.06 | 0.704 | 0.643 | |
| Cox (grade, T, age)Category=Clinical2026.06 | 0.687 | 0.612 | |
| Virchow2 + ABMILCategory=Imaging2026.06 | 0.639 | 0.573 | |
| UNI2-h + TransMILCategory=Imaging2026.06 | 0.632 | 0.552 | |
| UNI2-h + CLAMCategory=Imaging2026.06 | 0.627 | 0.559 | |
| UNI2-h + ABMILCategory=Imaging2026.06 | 0.624 | 0.549 | |
| UNI2-h + PatchGCNCategory=Imaging2026.06 | 0.615 | 0.556 | |
| ResNet50 + ABMILCategory=Imaging2026.06 | 0.566 | 0.52 |