Multivariate Time Series Anomaly Detection on Shapelet 7.4
99.4PrecisionCATCH
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CATCH2024.10 | 99.4 | 41.8 | 58.8 | |
| TsNet2024.10 | 92.5 | 36.7 | 52.5 | |
| iTrans2024.10 | 78.5 | 42.3 | 55 | |
| DLin2024.10 | 74.1 | 44.7 | 55.8 | |
| Patch2024.10 | 69.6 | 40.7 | 51.4 | |
| AE2024.10 | 58.3 | 27.5 | 37.4 | |
| IF2024.10 | 48.9 | 11.9 | 19.1 | |
| ATrans2024.10 | 30.2 | 5.1 | 8.8 | |
| Ocsvm2024.10 | 29.6 | 52.3 | 37.8 | |
| NLin2024.10 | 28.3 | 30.7 | 29.5 | |
| TFAD2024.10 | 23.5 | 7.5 | 11.4 | |
| DC2024.10 | 15.1 | 29.9 | 20.1 | |
| PCA2024.10 | 14.7 | 24.5 | 18.4 | |
| DualTF2024.10 | 13.2 | 13.2 | 13.2 | |
| Modern2024.10 | 8 | 27.2 | 12.4 | |
| HBOS2024.10 | 3 | 3.8 | 3.4 |