TSB-AD
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Time Series Anomaly Detection | TSB-AD-M | VUS-PR49.3 | 67 | |
| Anomaly Detection | TSB-AD U | VUS-PR52 | 34 | |
| Time Series Anomaly Detection | TSB-AD multivariate 20 series (tuning subset) | AUC-PR55.8 | 17 | |
| Anomaly Detection | TSB-AD Multivariate Track (aggregate) | VUS-PR0.3548 | 10 | |
| Anomaly Detection | TSB-AD Univariate Track (aggregate) | VUS-PR0.4234 | 10 | |
| Time Series Anomaly Detection | TSB-AD-U | AUC-PR33 | 8 | |
| Anomaly Detection | TSB-AD MITDB multivariate | VUS-PR15.2 | 7 | |
| Anomaly Detection | TSB-AD LTDB multivariate | VUS-PR44.4 | 7 | |
| Multivariate Time-Series Anomaly Detection | TSB-AD multivariate 200 datasets | AUPRC0.35 | 6 |
Showing 9 of 9 rows