Survival Analysis on SEER (5-fold CV)
0.737C-indexTabDPT-MTLR
Evaluation Results
| Method | Links | |
|---|---|---|
| TabDPT-MTLRProtocol=Survival-aware Adaptation2026.06 | 0.737 | |
| TabICL-MTLRProtocol=Survival-aware Adaptation2026.06 | 0.736 | |
| SurvTRACEProtocol=Deep Models2026.06 | 0.732 | |
| TabPFN-MTLRProtocol=Survival-aware Adaptation2026.06 | 0.728 | |
| DySurvProtocol=Deep Models2026.06 | 0.727 | |
| DeepSurvProtocol=Deep Models2026.06 | 0.725 | |
| TabICL-ZSProtocol=Zero-Shot2026.06 | 0.724 | |
| TabPFN-ZSProtocol=Zero-Shot2026.06 | 0.722 | |
| RSFProtocol=Baselines2026.06 | 0.72 | |
| GBSAProtocol=Baselines2026.06 | 0.72 | |
| Cox PHProtocol=Baselines2026.06 | 0.714 | |
| TabDPT-ZSProtocol=Zero-Shot2026.06 | 0.714 | |
| MLP-DeepHitProtocol=Deep Models2026.06 | 0.688 | |
| MLP-MTLRProtocol=Deep Models2026.06 | 0.681 |