G12EC
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| ECG Abnormality Classification | G12EC (test) | Specificity96 | 63 | |
| ECG Interpretation | G12EC | Accuracy77.1 | 14 | |
| ECG Abnormality Detection | G12EC | Accuracy84.5 | 8 | |
| Multi-class ECG Classification | G12EC | AUC94.9 | 7 | |
| Multi-label ECG Classification | G12EC | AUC91.5 | 7 | |
| AFL Classification | G12EC (test) | AUROC0.881 | 7 | |
| QAb Classification | G12EC (test) | AUROC73.4 | 7 | |
| LAD Classification | G12EC (test) | AUROC95.6 | 7 | |
| LAnFB Classification | G12EC (test) | AUROC93.6 | 7 | |
| NSIVCB Classification | G12EC (test) | AUROC85.6 | 7 | |
| LBBB Classification | G12EC (test) | AUROC0.99 | 7 | |
| RBBB Classification | G12EC (test) | AUROC98.2 | 7 | |
| IRBBB Classification | G12EC (test) | AUROC92.8 | 7 | |
| IAVB Classification | G12EC (test) | AUROC0.941 | 7 | |
| Multi-class classification | G12EC (test) | AUC91 | 6 | |
| Multi-label classification | G12EC (test) | AUC89.5 | 6 |
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