| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| MIMIC-IV (test) | MedTPE | F1 Score21.8 | 31 | 21d ago | |
| (EHR + CXR)PAIRED (test) | MedFuse | AUROC0.77 | 11 | 3mo ago | |
| Phenotyping (test) | SMART | ma-ROC AUC76.13 | 10 | 3mo ago | |
| de-identified EHR corpus (test) | WISTERIA | AUROC84.6 | 5 | 22d ago | |
| eICU Northeast Region | Combined Method | Macro Score72.2 | 5 | 28d ago | |
| eICU West Region | Combined Method | Macro Score73.2 | 5 | 28d ago | |
| eICU Midwest Region | Adjusted Data Replay | Macro Average Score73.1 | 5 | 28d ago | |
| eICU South Region | Combined Method | Macro Score0.744 | 5 | 28d ago | |
| (EHR + CXR) PARTIAL (test) | MedFuse (OPTIMAL) | AUROC0.768 | 4 | 3mo ago | |
| MIMIC-III EHR_PAIRED | AUROC0.746 | 3 | 3mo ago | ||
| MIMIC III | Macro Average Score76.3 | 1 | 28d ago | ||
| MIMIC-III (EHR + CXR)_PARTIAL | MedFuse | AUROC76.8 | 1 | 3mo ago | |
| MIMIC-III (EHR_PARTIAL) | AUROC0.765 | 1 | 3mo ago |
