Survival Analysis on SUPPORT2 (5-fold CV)
0.64C-indexMLP-DeepHit
Evaluation Results
| Method | Links | |
|---|---|---|
| MLP-DeepHitProtocol=Deep Models2026.06 | 0.64 | |
| TabICL-MTLRProtocol=Survival-aware Adaptation2026.06 | 0.63 | |
| MLP-MTLRProtocol=Deep Models2026.06 | 0.625 | |
| TabDPT-MTLRProtocol=Survival-aware Adaptation2026.06 | 0.625 | |
| TabPFN-ZSProtocol=Zero-Shot2026.06 | 0.623 | |
| RSFProtocol=Baselines2026.06 | 0.62 | |
| GBSAProtocol=Baselines2026.06 | 0.619 | |
| TabICL-ZSProtocol=Zero-Shot2026.06 | 0.618 | |
| TabDPT-ZSProtocol=Zero-Shot2026.06 | 0.612 | |
| DeepSurvProtocol=Deep Models2026.06 | 0.611 | |
| TabPFN-MTLRProtocol=Survival-aware Adaptation2026.06 | 0.61 | |
| DySurvProtocol=Deep Models2026.06 | 0.609 | |
| SurvTRACEProtocol=Deep Models2026.06 | 0.563 | |
| Cox PHProtocol=Baselines2026.06 | 0.553 |