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ResearchFormerly WizWand

Survival Analysis on METABRIC (5-fold cross-validation)

0.675C-IndexDeepHit
0.603240.621870.64050.65913Oct 15, 2019Nov 23, 2020Jan 2, 2022Feb 11, 2023Mar 22, 2024May 1, 2025Jun 10, 2026
Updated 5mo ago

Evaluation results

MethodLinks
DeepHitvalidation=5-fold cross-validation2019.100.675
Cox-Timevalidation=5-fold cross-validation2019.100.664
TabICL-MTLRProtocol=Survival-aware Adaptation2026.060.664
Logistic-Hazardinterpolation=CDI, validation=5-fold cross-validation2019.100.66
TabPFN-ZSProtocol=Zero-Shot2026.060.659
Logistic-Hazardvalidation=5-fold cross-validation2019.100.658
Logistic-Hazardinterpolation=CHI, validation=5-fold cross-validation2019.100.656
PC-Hazardvalidation=5-fold cross-validation2019.100.655
TabPFN-MTLRProtocol=Survival-aware Adaptation2026.060.655
MLP-DeepHitProtocol=Deep Models2026.060.654
TabDPT-MTLRProtocol=Survival-aware Adaptation2026.060.653
RSFvalidation=5-fold cross-validation2019.100.651
TabICL-ZSProtocol=Zero-Shot2026.060.651
CoxCCvalidation=5-fold cross-validation2019.100.647
RSFProtocol=Baselines2026.060.646
DeepSurvvalidation=5-fold cross-validation2019.100.64
DeepSurvProtocol=Deep Models2026.060.638
TabDPT-ZSProtocol=Zero-Shot2026.060.638
DySurvProtocol=Deep Models2026.060.633
PMFvalidation=5-fold cross-validation2019.100.632
Cox Regressionvalidation=5-fold cross-validation2019.100.626
MLP-MTLRProtocol=Deep Models2026.060.625
GBSAProtocol=Baselines2026.060.623
Cox PHProtocol=Baselines2026.060.614
SurvTRACEProtocol=Deep Models2026.060.606