| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| PhysioNet Challenge 2012 | AID-MAE | AUROC0.773 | 12 | 5mo ago | |
| MIMIC-IV 24h lead time | CT-Former | AUROC76.48 | 10 | 3mo ago | |
| MIMIC-IV 18h lead time | CT-Former | AUROC0.7782 | 10 | 3mo ago | |
| MIMIC-IV 12h lead time | CT-Former | AUROC0.8098 | 10 | 3mo ago | |
| MIMIC-IV 6h lead time | CT-Former | AUROC0.8471 | 10 | 3mo ago | |
| MIMIC-IV 0h lead time | CT-Former | AUROC88.72 | 10 | 3mo ago | |
| AKI 48h horizon (test) | Censored | Brier Score (Local)0.08 | 7 | 1mo ago | |
| AKI 24h horizon (test) | Censored | Brier Score (Local)0.071 | 7 | 1mo ago | |
| AKI 12h horizon (test) | Censored | Brier Score0.04 | 7 | 1mo ago | |
| AKI 6h horizon (test) | Censored | Brier Score2.2 | 7 | 1mo ago | |
| AKI clinical dataset Compromised | SSL | Out-of-Sample MSE (x 10^2)0.1369 | 7 | 2mo ago | |
| AKI clinical dataset Liver Disease | SSL | Out-of-Sample MSE (x 10^2)3.49 | 7 | 2mo ago | |
| AKI clinical dataset Black Men | SSL | Out-of-Sample MSE0.0615 | 7 | 2mo ago | |
| AKI clinical dataset Female Smokers | SSL | Out-of-Sample MSE (x 10^2)0.0704 | 7 | 2mo ago | |
| AKI clinical dataset Elderly Patients | SSL | Out-of-Sample MSE0.0379 | 7 | 2mo ago |
