Time-series Anomaly Detection on SWAT (A-R, R-A-R, V-ROC)
83.1A-RHBOS
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| HBOS2024.10 | 83.1 | 81.5 | 78.4 | |
| PCA2024.10 | 81.9 | 71.7 | 68.7 | |
| AE2024.10 | 81.7 | 64.5 | 62.8 | |
| Ocsvm2024.10 | 65.7 | 62.8 | 61.8 | |
| DualTF2024.10 | 56.7 | 61.1 | 60.8 | |
| DLin2024.10 | 52.1 | 58.8 | 58.1 | |
| DC2024.10 | 50.1 | 51.1 | 51.1 | |
| TFAD2024.10 | 50 | 50.9 | 50.8 | |
| ATrans2024.10 | 40.5 | 43.7 | 43.4 | |
| IF2024.10 | 34.6 | 43.1 | 42.4 | |
| CATCH2024.10 | 34.5 | 47.3 | 46.2 | |
| TsNet2024.10 | 28.8 | 40.2 | 39.2 | |
| Modern2024.10 | 24.4 | 35.7 | 34.8 | |
| iTrans2024.10 | 24.2 | 35.3 | 34.4 | |
| Patch2024.10 | 24.2 | 35.4 | 34.5 | |
| NLin2024.10 | 23.1 | 33.8 | 33 |