| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| (EHR + CXR)PAIRED (test) | MedFuse | AUROC0.865 | 11 | 3mo ago | |
| MIMIC-III 72-hour observation horizon | OC-Distill | AUROC0.77 | 10 | 1mo ago | |
| In-hospital Mortality (test) | SMART | AUROC85.61 | 10 | 3mo ago | |
| PPICU (holdout) | TSDE | AUROC89 | 7 | 2mo ago | |
| MIMIC-IV (holdout) | TSDE | AUROC91.5 | 7 | 2mo ago | |
| HiRID (holdout) | Record2Vec | AUROC0.93 | 7 | 2mo ago | |
| eICU Northeast Region | Combined Method | AUC-ROC0.877 | 5 | 28d ago | |
| eICU West Region | Combined Method | AUC-ROC86 | 5 | 28d ago | |
| eICU Midwest Region | Combined Method | AUC-ROC86.3 | 5 | 28d ago | |
| eICU South Region | Replay | AUC-ROC0.864 | 5 | 28d ago | |
| (EHR + CXR) PARTIAL (test) | MedFuse (OPTIMAL) | AUROC87.4 | 4 | 3mo ago | |
| MIMIC-III EHR_PAIRED | MedFuse | AUROC0.833 | 3 | 3mo ago | |
| MIMIC-III (EHR + CXR)_PARTIAL | MedFuse | AUROC0.874 | 1 | 3mo ago | |
| MIMIC-III (EHR_PARTIAL) | AUROC0.861 | 1 | 3mo ago |
