Mortality Prediction on MIMIC-IV (IBS)
0.014Integrated Brier Score (IBS)TRACER
Evaluation results
| Method | Links | |
|---|---|---|
| TRACERCovariate Embedding with Time-Decay=true, Factorized Attention=true, Evaluation=5-fold cross-validation2025.12 | 0.014 | |
| DeepHitEvaluation=5-fold cross-validation2025.12 | 0.015 | |
| TRACERCovariate Embedding with Time-Decay=false, Factorized Attention=true, Evaluation=5-fold cross-validation2025.12 | 0.015 | |
| TRACERCovariate Embedding with Time-Decay=true, Factorized Attention=false, Evaluation=5-fold cross-validation2025.12 | 0.015 | |
| DynamicDeepHitEvaluation=5-fold cross-validation2025.12 | 0.017 | |
| DeepSurvEvaluation=5-fold cross-validation2025.12 | 0.024 | |
| cs-CoxEvaluation=5-fold cross-validation2025.12 | 0.025 | |
| SurvTRACEEvaluation=5-fold cross-validation2025.12 | 0.025 |