Survival Analysis on GBSG (5-fold CV)
0.675C-indexDySurv
Evaluation Results
| Method | Links | |
|---|---|---|
| DySurvProtocol=Deep Models2026.06 | 0.675 | |
| TabICL-ZSProtocol=Zero-Shot2026.06 | 0.672 | |
| GBSAProtocol=Baselines2026.06 | 0.671 | |
| DeepSurvProtocol=Deep Models2026.06 | 0.67 | |
| TabPFN-ZSProtocol=Zero-Shot2026.06 | 0.67 | |
| TabICL-MTLRProtocol=Survival-aware Adaptation2026.06 | 0.67 | |
| TabDPT-MTLRProtocol=Survival-aware Adaptation2026.06 | 0.669 | |
| RSFProtocol=Baselines2026.06 | 0.667 | |
| TabDPT-ZSProtocol=Zero-Shot2026.06 | 0.664 | |
| MLP-DeepHitProtocol=Deep Models2026.06 | 0.662 | |
| TabPFN-MTLRProtocol=Survival-aware Adaptation2026.06 | 0.662 | |
| MLP-MTLRProtocol=Deep Models2026.06 | 0.659 | |
| SurvTRACEProtocol=Deep Models2026.06 | 0.658 | |
| Cox PHProtocol=Baselines2026.06 | 0.643 |