PSM
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Anomaly Detection | PSM | F1 Score98.74 | 157 | |
| Anomaly Detection | PSM | Visual PR92.67 | 44 | |
| Time Series Anomaly Detection | PSM | Standard-F139 | 38 | |
| Time Series Anomaly Detection | PSM | AUC-ROC0.815 | 36 | |
| Time Series Anomaly Detection | PSM (test) | Affiliation Precision99.7 | 31 | |
| Anomaly detection | PSM | F1 Score99.6 | 30 | |
| Multivariate Time Series Anomaly Detection | PSM | Precision98.66 | 28 | |
| Time-Series Anomaly Detection | PSM | VUS-ROC77 | 27 | |
| Time-Series Anomaly Detection | PSM | AUC-ROC80 | 27 | |
| Time-Series Anomaly Detection | PSM | AUC-PR29 | 27 | |
| Time-Series Anomaly Detection | PSM | F1-@K46.31 | 24 | |
| Anomaly Detection | PSM | Precision99.31 | 21 | |
| Time Series Anomaly Detection | PSM | CCE-5.4 | 20 | |
| Anomaly Detection | PSM | F1 Score97.64 | 18 | |
| Multivariate Time Series Anomaly Detection | PSM | F1-score97.43 | 17 | |
| Anomaly Detection | PSM 46 (test) | F1 Score97.34 | 16 | |
| Anomaly Detection | PSM (test) | Precision0.9931 | 16 | |
| Point-level Anomaly Detection | PSM | Affiliation-F186.93 | 15 | |
| Time Series Anomaly Detection | PSM | AUC64.24 | 15 | |
| Time Series Forecasting | PSM anomalous intervals (test) | MAE0.243 | 13 | |
| Surgical Robot Manipulation | PSM Tasks (test) | Needle Reach Success Rate100 | 13 | |
| Time Series Anomaly Detection | PSM | AUC-R67.72 | 13 | |
| Time Series Anomaly Detection | PSM | F1 Score98.5 | 12 | |
| Time-Series Anomaly Detection | PSM | F1 Score51.2 | 12 | |
| Multivariate Time Series Anomaly Detection | PSM | VUS-ROC0.733 | 10 |
Showing 25 of 37 rows