Multivariate Time Series Anomaly Detection on CalIt2
13.8PrecisionCATCH
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CATCH2024.10 | 13.8 | 16.2 | 14.9 | |
| IF2024.10 | 12.5 | 1.4 | 2.4 | |
| iTrans2024.10 | 12.4 | 23 | 16.1 | |
| TsNet2024.10 | 10.4 | 10.8 | 10.6 | |
| Patch2024.10 | 9.1 | 31.1 | 14.1 | |
| Ocsvm2024.10 | 8.9 | 37.8 | 14.4 | |
| ATrans2024.10 | 8.5 | 9.5 | 9 | |
| PCA2024.10 | 8.4 | 29.7 | 13.1 | |
| DLin2024.10 | 8.3 | 28.4 | 12.8 | |
| HBOS2024.10 | 7.5 | 25.7 | 11.7 | |
| Modern2024.10 | 7.4 | 24.3 | 11.4 | |
| DualTF2024.10 | 7.3 | 17.6 | 10.3 | |
| AE2024.10 | 6.7 | 2.7 | 3.8 | |
| NLin2024.10 | 6.6 | 32.4 | 10.9 | |
| TFAD2024.10 | 3.8 | 4.1 | 3.9 | |
| DC2024.10 | 3.4 | 16.2 | 5.6 |