Multivariate Time Series Anomaly Detection on Shapelet 4.9
98.8PrecisionTsNet
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| TsNet2024.10 | 98.8 | 33.5 | 50 | |
| CATCH2024.10 | 97.9 | 38.4 | 55.1 | |
| DLin2024.10 | 89.8 | 39.6 | 55 | |
| iTrans2024.10 | 84.5 | 38 | 52.4 | |
| IF2024.10 | 54.2 | 13.1 | 21.1 | |
| Patch2024.10 | 51.9 | 45.3 | 48.4 | |
| AE2024.10 | 47.9 | 28.6 | 35.8 | |
| ATrans2024.10 | 43.8 | 5.7 | 10.1 | |
| NLin2024.10 | 41.8 | 20.8 | 27.8 | |
| DC2024.10 | 31.5 | 9.4 | 14.5 | |
| Ocsvm2024.10 | 20.3 | 50.6 | 29 | |
| DualTF2024.10 | 9.3 | 2 | 3.3 | |
| PCA2024.10 | 7.5 | 18 | 10.5 | |
| Modern2024.10 | 6.4 | 19.6 | 9.6 | |
| TFAD2024.10 | 4.3 | 0.4 | 0.7 | |
| HBOS2024.10 | 2.6 | 5.3 | 3.5 |