PSM
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Anomaly Detection | PSM | F1 Score98.74 | 157 | |
| Time Series Anomaly Detection | PSM | VUS-ROC0.817 | 59 | |
| Anomaly Detection | PSM | Visual PR92.67 | 44 | |
| Multivariate Time Series Anomaly Detection | PSM | Precision98.66 | 44 | |
| Time Series Anomaly Detection | PSM | Standard-F139 | 38 | |
| Time Series Anomaly Detection | PSM (test) | Affiliation Precision99.7 | 31 | |
| Anomaly Detection | PSM | F1PA97.78 | 30 | |
| Anomaly detection | PSM | F1 Score99.6 | 30 | |
| Time Series Anomaly Detection | PSM | F1 Score66.16 | 29 | |
| Time-Series Anomaly Detection | PSM | VUS-ROC77 | 27 | |
| Time-Series Anomaly Detection | PSM | AUC-ROC80 | 27 | |
| Time-Series Anomaly Detection | PSM | AUC-PR29 | 27 | |
| Multivariate Time Series Anomaly Detection | PSM | Best-F171.6 | 25 | |
| Time-Series Anomaly Detection | PSM | F1-@K46.31 | 24 | |
| Time Series Anomaly Detection | PSM | Affiliation F185.34 | 21 | |
| Anomaly Detection | PSM | Precision99.31 | 21 | |
| Anomaly Detection | PSM | F1 Score97.64 | 18 | |
| Multivariate Time Series Anomaly Detection | PSM | F1-score97.43 | 17 | |
| Time-series Anomaly Detection | PSM | A-R Score0.652 | 16 | |
| Time-Series Anomaly Detection | PSM | A-P (AUC-PR)0.468 | 16 | |
| Time Series Anomaly Detection | PSM | Affiliated F185.9 | 16 | |
| Anomaly Detection | PSM | Recall Rate (R-R)50.5 | 16 | |
| Multivariate Time Series Anomaly Detection | PSM | AUC77.23 | 16 | |
| Anomaly Detection | PSM 46 (test) | F1 Score97.34 | 16 | |
| Anomaly Detection | PSM (test) | Precision0.9931 | 16 |
Showing 25 of 49 rows