PSM
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Anomaly Detection | PSM | F1 Score98.54 | 76 | |
| Anomaly Detection | PSM | Visual ROC90.77 | 35 | |
| Time Series Anomaly Detection | PSM (test) | Affiliation Precision78.45 | 25 | |
| Time-Series Anomaly Detection | PSM | F1-@K46.31 | 24 | |
| Anomaly detection | PSM | F1 Score98.54 | 24 | |
| Anomaly Detection | PSM | Precision99.31 | 21 | |
| Anomaly Detection | PSM 46 (test) | F1 Score97.34 | 16 | |
| Anomaly Detection | PSM (test) | Precision0.9931 | 16 | |
| Time Series Anomaly Detection | PSM | AUC-R67.72 | 13 | |
| Multivariate Time Series Anomaly Detection | PSM | Precision97.46 | 13 | |
| Time Series Anomaly Detection | PSM | Affiliation-F181.61 | 11 | |
| Time Series Anomaly Detection | PSM | Affiliation Precision0.7361 | 9 | |
| Anomaly Detection | PSM | F1PA97.78 | 9 | |
| Early Detection | PSM | Precision74.48 | 9 | |
| Anomaly Detection | PSM | F1 Score97.64 | 9 | |
| Anomaly Detection | PSM | F1 (Point Adjustment)97.64 | 9 | |
| Anomaly Detection | PSM (unseen) | F1 Score92.65 | 4 | |
| Text Matching | PSM Finance-domain (test) | Micro F1 Score53.68 | 4 | |
| Proactive Anomaly Detection | PSM True Labels (test) | F1-@K17 | 3 | |
| Anomaly Detection | PSM | Accuracy94.43 | 1 | |
| Anomaly Detection | PSM | Precision- | 0 |
Showing 21 of 21 rows