Survival Prediction on TCGA Overall (test)
0.685C-IndexHDMoE
Evaluation Results
| Method | Links | |
|---|---|---|
| HDMoEGenomic Modality=true, Pathology Modality=true2026.05 | 0.685 | |
| MoMEGenomic Modality=true, Pathology Modality=true2026.05 | 0.675 | |
| MOTCatGenomic Modality=true, Pathology Modality=true2026.05 | 0.669 | |
| CFDLGenomic Modality=true, Pathology Modality=true2026.05 | 0.666 | |
| MCATGenomic Modality=true, Pathology Modality=true2026.05 | 0.663 | |
| CMTAGenomic Modality=true, Pathology Modality=true2026.05 | 0.66 | |
| LD-CVAEGenomic Modality=true, Pathology Modality=true2026.05 | 0.66 | |
| CCLGenomic Modality=true, Pathology Modality=true2026.05 | 0.655 | |
| SNNTransGenomic Modality=true, Pathology Modality=false2026.05 | 0.648 | |
| SNNGenomic Modality=true, Pathology Modality=false2026.05 | 0.621 | |
| PIBDGenomic Modality=true, Pathology Modality=true2026.05 | 0.621 | |
| TransMILGenomic Modality=false, Pathology Modality=true2026.05 | 0.62 | |
| AttnMILGenomic Modality=false, Pathology Modality=true2026.05 | 0.603 | |
| MeanMILGenomic Modality=false, Pathology Modality=true2026.05 | 0.591 | |
| CLAM_MBGenomic Modality=false, Pathology Modality=true2026.05 | 0.589 | |
| CLAM_SBGenomic Modality=false, Pathology Modality=true2026.05 | 0.587 | |
| MaxMILGenomic Modality=false, Pathology Modality=true2026.05 | 0.582 |