Multivariate Time Series Anomaly Detection on ASD
45.5PrecisionIF
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| IF2024.10 | 45.5 | 6.3 | 10.8 | |
| TsNet2024.10 | 34.8 | 29.9 | 25.8 | |
| CATCH2024.10 | 30.9 | 22.5 | 21.9 | |
| DLin2024.10 | 30.1 | 13.5 | 16.3 | |
| Patch2024.10 | 26.1 | 14.7 | 17.7 | |
| Modern2024.10 | 23.7 | 17.8 | 15.8 | |
| iTrans2024.10 | 23 | 25.3 | 18.4 | |
| AE2024.10 | 22.2 | 10.1 | 12.9 | |
| NLin2024.10 | 20.7 | 17.7 | 14.6 | |
| DualTF2024.10 | 11.6 | 18.3 | 10.7 | |
| HBOS2024.10 | 10 | 24.2 | 13.1 | |
| PCA2024.10 | 8.8 | 26.5 | 12.5 | |
| TFAD2024.10 | 7.7 | 1 | 1.7 | |
| ATrans2024.10 | 7.6 | 2.2 | 3.1 | |
| DC2024.10 | 6.9 | 4.3 | 4.7 | |
| Ocsvm2024.10 | 6.3 | 16 | 8.5 |