Survival Analysis (Sepsis) on eICU
0.87CtdTRACER
Evaluation Results
| Method | Links | |
|---|---|---|
| TRACEREvaluation Protocol=5-fold cross-validation, Covariate Embedding with Time-Decay=true, Factorized Attention=true2025.12 | 0.87 | |
| TRACER w/o FAEvaluation Protocol=5-fold cross-validation, Covariate Embedding with Time-Decay=true, Factorized Attention=false2025.12 | 0.864 | |
| TRACER w/o CETEvaluation Protocol=5-fold cross-validation, Covariate Embedding with Time-Decay=false, Factorized Attention=true2025.12 | 0.857 | |
| DynamicDeepHitEvaluation Protocol=5-fold cross-validation2025.12 | 0.73 | |
| DeepHitEvaluation Protocol=5-fold cross-validation2025.12 | 0.67 | |
| SurvTRACEEvaluation Protocol=5-fold cross-validation2025.12 | 0.649 | |
| DeepSurvEvaluation Protocol=5-fold cross-validation2025.12 | 0.634 | |
| cs-CoxEvaluation Protocol=5-fold cross-validation2025.12 | 0.597 |