Survival Analysis on SUPPORT
0.894Time-dependent C-indexGBM-Weibull
Evaluation Results
| Method | Links | |
|---|---|---|
| GBM-Weibull2026.05 | 0.894 | |
| GBM-KM2026.05 | 0.892 | |
| SDPM2026.05 | 0.892 | |
| DeepSurv2026.05 | 0.89 | |
| DeepHit2026.05 | 0.883 | |
| RSF2026.05 | 0.857 | |
| DEEPHITEvaluation Protocol=5-fold cross-validation2026.03 | 0.699 | |
| SICEvaluation Protocol=5-fold cross-validation2026.03 | 0.694 | |
| XGBEvaluation Protocol=5-fold cross-validation2026.03 | 0.694 | |
| DeepHitDelta=−0.0025, p-value=0.96682026.05 | 0.6732 | |
| DeepHit2026.05 | 0.6732 | |
| DEEPSURVEvaluation Protocol=5-fold cross-validation2026.03 | 0.672 | |
| KAPLAN-HR2026.05 | 0.6706 | |
| KAPLAN-HR2026.05 | 0.6706 | |
| DeepSurv2026.05 | 0.6656 | |
| DSM2026.05 | 0.6656 | |
| CoxKAN2026.05 | 0.6653 | |
| HARE2026.05 | 0.6641 | |
| CoxTime2026.05 | 0.6639 | |
| COXPHEvaluation Protocol=5-fold cross-validation2026.03 | 0.662 | |
| CoxPH2026.05 | 0.6609 | |
| GAM2026.05 | 0.6458 | |
| SuMo-Net2026.05 | 0.642 |