Survival Prediction on TCGA-BLCA (test)
0.694C-IndexHDMoE
Evaluation Results
| Method | Links | |
|---|---|---|
| HDMoEGenomic Modality=true, Pathology Modality=true2026.05 | 0.694 | |
| CFDLGenomic Modality=true, Pathology Modality=true2026.05 | 0.675 | |
| MoMEGenomic Modality=true, Pathology Modality=true2026.05 | 0.674 | |
| MOTCatGenomic Modality=true, Pathology Modality=true2026.05 | 0.673 | |
| MCATGenomic Modality=true, Pathology Modality=true2026.05 | 0.672 | |
| CMTAGenomic Modality=true, Pathology Modality=true2026.05 | 0.66 | |
| SNNTransGenomic Modality=true, Pathology Modality=false2026.05 | 0.659 | |
| LD-CVAEGenomic Modality=true, Pathology Modality=true2026.05 | 0.652 | |
| CCLGenomic Modality=true, Pathology Modality=true2026.05 | 0.64 | |
| SNNGenomic Modality=true, Pathology Modality=false2026.05 | 0.618 | |
| AttnMILGenomic Modality=false, Pathology Modality=true2026.05 | 0.599 | |
| PIBDGenomic Modality=true, Pathology Modality=true2026.05 | 0.599 | |
| MeanMILGenomic Modality=false, Pathology Modality=true2026.05 | 0.585 | |
| TransMILGenomic Modality=false, Pathology Modality=true2026.05 | 0.575 | |
| CLAM_MBGenomic Modality=false, Pathology Modality=true2026.05 | 0.565 | |
| CLAM_SBGenomic Modality=false, Pathology Modality=true2026.05 | 0.559 | |
| MaxMILGenomic Modality=false, Pathology Modality=true2026.05 | 0.551 |