Multivariate Time Series Anomaly Detection on SWAT (P, R, F1)
32.9PrecisionTsNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TsNet2024.10 | 32.9 | 4.4 | 7.7 | |
| DLin2024.10 | 30.8 | 37.5 | 33.8 | |
| HBOS2024.10 | 29 | 74.2 | 41.7 | |
| CATCH2024.10 | 19.5 | 5.6 | 8.7 | |
| PCA2024.10 | 15.2 | 90.7 | 26.1 | |
| AE2024.10 | 15.1 | 30.2 | 20.1 | |
| DualTF2024.10 | 14.3 | 40.4 | 21.2 | |
| TFAD2024.10 | 13.5 | 0.1 | 0.1 | |
| Ocsvm2024.10 | 13 | 99 | 23 | |
| IF2024.10 | 12.8 | 0.2 | 0.4 | |
| Modern2024.10 | 11.9 | 5.5 | 7.5 | |
| Patch2024.10 | 11 | 4.8 | 6.7 | |
| DC2024.10 | 10.7 | 1.6 | 2.8 | |
| ATrans2024.10 | 10.5 | 1.3 | 2.3 | |
| iTrans2024.10 | 8.8 | 7.4 | 8 | |
| NLin2024.10 | 8.8 | 7.4 | 8 |