| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| MIMIC-IV | Graph-Walker | AUC-ROC0.7591 | 74 | 13d ago | |
| MIMIC-III (target) | AUPRC74.42 | 48 | 1mo ago | ||
| eICU | MUSE+AUM | AUC-ROC0.7879 | 15 | 22d ago | |
| INSPECT cohort PE 365-day 1.0 | SMB-Structure Curriculum | AUC-ROC68 | 12 | 3mo ago | |
| INSPECT cohort (PE) 1.0 (180 day) | SMB-Structure Curriculum | AUC-ROC0.681 | 12 | 3mo ago | |
| INSPECT cohort PE 1.0 (30-day) | SMB-Structure Curriculum | AUC-ROC69.1 | 12 | 3mo ago | |
| eICU spatial domain shift, Midwest as target (test) | AUPRC22.74 | 10 | 3mo ago | ||
| MIMIC 30% IV (test) | RePrompT | AUROC70.6 | 9 | 1mo ago | |
| de-identified EHR corpus (test) | WISTERIA | AUPRC37.1 | 5 | 22d ago | |
| Large-scale EHR corpus | AURORA | AUROC77.6 | 4 | 15d ago | |
| AgentDS Healthcare Public Leaderboard (Challenge 1) v1 (test) | Macro-F190.44 | 2 | 3mo ago |
