PhysioNet Challenge
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Mortality Prediction | PhysioNet Challenge 2012 | AUROC0.868 | 30 | |
| Imputation | PhysioNet Challenge 2012 (test) | MAE0.186 | 21 | |
| Arrhythmia Classification | PhysioNet Challenge Extreme Tachycardia ETC 2015 (test) | TPR97.65 | 20 | |
| Time series imputation | PhysioNet Challenge healthcare hourly time series with 48 time steps 2012 (test) | CRPS0.238 | 15 | |
| Acute Kidney Injury Prediction | PhysioNet Challenge 2012 | AUROC0.773 | 12 | |
| Arrhythmia Classification | PhysioNet Challenge Ventricular Flutter/Fibrillation 2015 (test) | TPR100 | 10 | |
| Arrhythmia Classification | PhysioNet Challenge Extreme Bradycardia EBR 2015 (test) | TPR100 | 10 | |
| Arrhythmia Classification | PhysioNet Challenge Asystole ASY 2015 (test) | TPR100 | 10 | |
| Classification | PhysioNet Challenge 2016 | Accuracy89.105 | 10 | |
| Mortality Prediction | PhysioNet Challenge 2012 (test) | AUROC0.786 | 6 | |
| Sepsis prediction | PhysioNet Challenge 2019 (held-out source-unit environment) | AUROC0.74 | 5 | |
| Time-series forecasting | PhysioNet Challenge 2012 (test) | MAE3.5 | 3 | |
| Chagas Disease Detection | PhysioNet Challenge 2025 (test) | Challenge Score0.269 | 1 | |
| Digitization | PhysioNet Challenge 2024 (hidden) | SNR12.15 | 1 | |
| Mortality Prediction | PhysioNet Challenge 2012 (fine-tuning) | Metric- | 0 |
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