Survival Analysis on eICU (5-fold CV)
0.797C-indexTabICL-MTLR
Evaluation Results
| Method | Links | |
|---|---|---|
| TabICL-MTLRProtocol=Survival-aware Adaptation2026.06 | 0.797 | |
| TabDPT-MTLRProtocol=Survival-aware Adaptation2026.06 | 0.794 | |
| DeepSurvProtocol=Deep Models2026.06 | 0.784 | |
| SurvTRACEProtocol=Deep Models2026.06 | 0.781 | |
| TabPFN-MTLRProtocol=Survival-aware Adaptation2026.06 | 0.781 | |
| MLP-DeepHitProtocol=Deep Models2026.06 | 0.777 | |
| MLP-MTLRProtocol=Deep Models2026.06 | 0.765 | |
| DySurvProtocol=Deep Models2026.06 | 0.763 | |
| Cox PHProtocol=Baselines2026.06 | 0.754 | |
| TabPFN-ZSProtocol=Zero-Shot2026.06 | 0.749 | |
| TabICL-ZSProtocol=Zero-Shot2026.06 | 0.747 | |
| GBSAProtocol=Baselines2026.06 | 0.723 | |
| TabDPT-ZSProtocol=Zero-Shot2026.06 | 0.721 | |
| RSFProtocol=Baselines2026.06 | 0.715 |