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ResearchFormerly WizWand

Survival Analysis on eICU (5-fold CV)

0.797C-indexTabICL-MTLR
0.711720.733860.7560.77814Jun 10, 2026
Updated 4mo ago

Evaluation results

MethodLinks
TabICL-MTLRProtocol=Survival-aware Adaptation2026.060.797
TabDPT-MTLRProtocol=Survival-aware Adaptation2026.060.794
DeepSurvProtocol=Deep Models2026.060.784
SurvTRACEProtocol=Deep Models2026.060.781
TabPFN-MTLRProtocol=Survival-aware Adaptation2026.060.781
MLP-DeepHitProtocol=Deep Models2026.060.777
MLP-MTLRProtocol=Deep Models2026.060.765
DySurvProtocol=Deep Models2026.060.763
Cox PHProtocol=Baselines2026.060.754
TabPFN-ZSProtocol=Zero-Shot2026.060.749
TabICL-ZSProtocol=Zero-Shot2026.060.747
GBSAProtocol=Baselines2026.060.723
TabDPT-ZSProtocol=Zero-Shot2026.060.721
RSFProtocol=Baselines2026.060.715