ResearchBenchmarksInstantaneous hazard estimation on Simulation Study Log-normal (test)Instantaneous hazard estimation on Simulation Study Log-normal (test)Follow0.0457L1 ErrorQSurv0.0397760.0797630.119750.159737May 15, 2026Evaluation resultsMethodMethodLinksL1 ErrorQSurvmechanism=Time-conditi...mechanism=Time-conditioned LoRA2026.050.0457SODENmechanism=Time-conditi...mechanism=Time-conditioned LoRA2026.050.0462DeSurvmechanism=Time-conditi...mechanism=Time-conditioned LoRA2026.050.0473CoxTimemechanism=Time-conditi...mechanism=Time-conditioned LoRA2026.050.1114CoxCC2026.050.1235MDN2026.050.1882NnetSurv2026.050.1938