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ResearchFormerly WizWand

Survival Analysis on MIMIC-IV (5-fold CV)

0.856C-indexTabDPT-MTLR
0.773840.795170.81650.83783Jun 10, 2026
Updated 4mo ago

Evaluation results

MethodLinks
TabDPT-MTLRProtocol=Survival-aware Adaptation2026.060.856
TabICL-MTLRProtocol=Survival-aware Adaptation2026.060.856
DeepSurvProtocol=Deep Models2026.060.844
TabPFN-MTLRProtocol=Survival-aware Adaptation2026.060.841
DySurvProtocol=Deep Models2026.060.835
MLP-DeepHitProtocol=Deep Models2026.060.834
MLP-MTLRProtocol=Deep Models2026.060.827
RSFProtocol=Baselines2026.060.807
GBSAProtocol=Baselines2026.060.804
TabICL-ZSProtocol=Zero-Shot2026.060.802
TabPFN-ZSProtocol=Zero-Shot2026.060.801
Cox PHProtocol=Baselines2026.060.795
SurvTRACEProtocol=Deep Models2026.060.78
TabDPT-ZSProtocol=Zero-Shot2026.060.777