Disease-Specific Survival prediction on BRCA (test)
0.627C-index (IPCW)DIMAFxwsi
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DIMAFxwsiModality=WSI2026.03 | 0.627 | — | |
| CoxPHModality=Clinical2026.03 | 0.611 | — | |
| ABMILModality=WSI2026.03 | 0.593 | — | |
| DIMAFModality=Multimodal2026.03 | 0.58 | — | |
| MLPModality=Transcriptomics2026.03 | 0.559 | — | |
| DIMAFxnodisModality=Multimodal2026.03 | 0.556 | — | |
| DIMAFxModality=Multimodal2026.03 | 0.553 | — | |
| SurvPathModality=Multimodal2026.03 | 0.551 | — | |
| PANTHERModality=WSI2026.03 | 0.543 | — | |
| Pathway MLPModality=Transcriptomics2026.03 | 0.533 | — | |
| MMPModality=Multimodal2026.03 | 0.519 | — | |
| DIMAFxtxModality=Transcriptomics2026.03 | 0.505 | — | |
| PIBDModality=Multimodal2026.03 | 0.497 | — | |
| Clinical2025.03 | — | 0.491 | |
| DIMAFdisentanglement loss=enabled2025.03 | — | 0.759 | |
| DIMAF-disdisentanglement loss=disabled2025.03 | — | 0.769 | |
| MMP2025.03 | — | 0.75 | |
| PIBD2025.03 | — | 0.671 | |
| SurvPath2025.03 | — | 0.701 |