Survival Analysis on METABRIC (5-fold cross-validation)
0.675C-IndexDeepHit
Evaluation Results
| Method | Links | |
|---|---|---|
| DeepHitvalidation=5-fold cross-validation2019.10 | 0.675 | |
| Cox-Timevalidation=5-fold cross-validation2019.10 | 0.664 | |
| TabICL-MTLRProtocol=Survival-aware Adaptation2026.06 | 0.664 | |
| Logistic-Hazardinterpolation=CDI, validation=5-fold cross-validation2019.10 | 0.66 | |
| TabPFN-ZSProtocol=Zero-Shot2026.06 | 0.659 | |
| Logistic-Hazardvalidation=5-fold cross-validation2019.10 | 0.658 | |
| Logistic-Hazardinterpolation=CHI, validation=5-fold cross-validation2019.10 | 0.656 | |
| PC-Hazardvalidation=5-fold cross-validation2019.10 | 0.655 | |
| TabPFN-MTLRProtocol=Survival-aware Adaptation2026.06 | 0.655 | |
| MLP-DeepHitProtocol=Deep Models2026.06 | 0.654 | |
| TabDPT-MTLRProtocol=Survival-aware Adaptation2026.06 | 0.653 | |
| RSFvalidation=5-fold cross-validation2019.10 | 0.651 | |
| TabICL-ZSProtocol=Zero-Shot2026.06 | 0.651 | |
| CoxCCvalidation=5-fold cross-validation2019.10 | 0.647 | |
| RSFProtocol=Baselines2026.06 | 0.646 | |
| DeepSurvvalidation=5-fold cross-validation2019.10 | 0.64 | |
| DeepSurvProtocol=Deep Models2026.06 | 0.638 | |
| TabDPT-ZSProtocol=Zero-Shot2026.06 | 0.638 | |
| DySurvProtocol=Deep Models2026.06 | 0.633 | |
| PMFvalidation=5-fold cross-validation2019.10 | 0.632 | |
| Cox Regressionvalidation=5-fold cross-validation2019.10 | 0.626 | |
| MLP-MTLRProtocol=Deep Models2026.06 | 0.625 | |
| GBSAProtocol=Baselines2026.06 | 0.623 | |
| Cox PHProtocol=Baselines2026.06 | 0.614 | |
| SurvTRACEProtocol=Deep Models2026.06 | 0.606 |