Anomaly Detection on Arrhythmia (AUC)
0.852AUCESAD
Evaluation results
| Method | Links | |
|---|---|---|
| ESADratio of labeled anomalies=0.012020.12 | 0.852 | |
| WFRDAlabeled data percentage=1%2025.12 | 0.8131 | |
| FRODlabeled data percentage=1%2025.12 | 0.804 | |
| SSAD Hybridratio of labeled anomalies=0.012020.12 | 0.783 | |
| Deep SADratio of labeled anomalies=0.012020.12 | 0.759 | |
| DeepSVDDlabeled data percentage=1%2025.12 | 0.7588 | |
| MFGADlabeled data percentage=1%2025.12 | 0.7557 | |
| Deep SVDDratio of labeled anomalies=0.012020.12 | 0.746 | |
| REPENlabeled data percentage=1%2025.12 | 0.7123 | |
| DeepSADlabeled data percentage=1%2025.12 | 0.6946 | |
| IForestlabeled data percentage=1%2025.12 | 0.6872 | |
| FEAWADlabeled data percentage=1%2025.12 | 0.6004 | |
| DevNetlabeled data percentage=1%2025.12 | 0.5777 | |
| PReNetlabeled data percentage=1%2025.12 | 0.5767 | |
| SS-DGMratio of labeled anomalies=0.012020.12 | 0.503 | |
| ECODlabeled data percentage=1%2025.12 | 0.5 |