Chapman
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Classification | Chapman (test) | F1 Score51.8 | 10 | |
| Arrhythmia classification | Chapman Lead II | AUROC0.9089 | 8 | |
| Arrhythmia classification | Chapman Lead I | AUROC0.909 | 8 | |
| ECG Interpretation | Chapman Tier 1 (test) | PRAUC29 | 7 | |
| ECG Classification | Chapman | F1 Score97.22 | 6 | |
| SBrad detection | Chapman cohort (external) | PRAUC99.6 | 4 | |
| ECG Classification | Chapman Intra-Source protocol (test) | Accuracy99 | 4 | |
| Cardiovascular Disease Detection | Chapman | AUC0.991 | 4 | |
| ECG Classification | Chapman (test) | Accuracy76 | 3 |
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