cardio
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Anomaly Detection | cardio | AUC0.988 | 30 | |
| Tabular Anomaly Detection | Cardio | AUC-ROC0.968 | 23 | |
| Outlier Detection | cardio (historical) | AUROC94.3 | 17 | |
| Outlier Detection | Cardio (Group I) | AUROC97.21 | 14 | |
| Outlier Detection | cardio (Group II) | AUROC93.77 | 14 | |
| Anomaly Detection | cardio | PR0.8425 | 13 | |
| Outlier Detection | Cardio | AP65.9 | 11 | |
| Outlier Detection | Cardio | AUC0.935 | 11 | |
| Outlier Detection | Cardio | AUC-ROC93.5 | 11 | |
| Outlier Detection | Cardio | AUC-PR0.621 | 11 | |
| Anomaly Detection | cardio In-Domain | F1 Score74.77 | 10 | |
| Outlier Detection | cardio | Precision-s52.84 | 9 | |
| Tabular Data Synthesis | Cardio (test) | AUC83.4 | 9 | |
| Tabular Data Synthesis | Cardio | Density Similarity (Single Column)0.992 | 8 | |
| Outlier Detection | cardio (full) | Recall50.68 | 7 | |
| Anomaly Detection | Cardio | FDR1.8 | 6 |
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