TSB-AD
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Time Series Anomaly Detection | TSB-AD-M | VUS-PR49.3 | 83 | |
| Anomaly Detection | TSB-AD U | VUS-PR52 | 34 | |
| Multivariate Anomaly Detection | TSB-AD multivariate 180 series (test) | AUC-PR43.7 | 26 | |
| Anomaly Detection | TSB-AD M | Inference Throughput (scores/s)1,020,142 | 26 | |
| Anomaly Detection | TSB-AD 180 series | Wins169 | 25 | |
| Time Series Anomaly Detection | TSB-AD-U | F1 Score (Standard)38 | 25 | |
| Time Series Anomaly Detection | TSB-AD | F1 Score49.13 | 24 | |
| 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 | |
| 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 | |
| Time Series Anomaly Detection | TSB-AD-M 173-series evaluation set (OPPORTUNITY excluded) | VUS-PR49 | 3 |
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