Multivariate Time Series Anomaly Detection on Contextual 7.2
77.5PrecisionAE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AE2024.10 | 77.5 | 55.6 | 64.7 | |
| CATCH2024.10 | 74.4 | 68.6 | 71.4 | |
| IF2024.10 | 63.3 | 35 | 45.1 | |
| iTrans2024.10 | 54.8 | 71.9 | 62.2 | |
| DLin2024.10 | 37.3 | 71.7 | 49.1 | |
| Patch2024.10 | 35.2 | 70 | 46.8 | |
| Ocsvm2024.10 | 30.6 | 55.6 | 39.4 | |
| NLin2024.10 | 16 | 65 | 25.7 | |
| TsNet2024.10 | 15.7 | 60 | 24.9 | |
| PCA2024.10 | 10.3 | 19.7 | 13.5 | |
| Modern2024.10 | 9.5 | 33.6 | 14.8 | |
| DualTF2024.10 | 8.5 | 46.1 | 14.3 | |
| TFAD2024.10 | 8.4 | 9.7 | 9 | |
| ATrans2024.10 | 8 | 29.7 | 12.6 | |
| DC2024.10 | 6.7 | 34.2 | 11.2 | |
| HBOS2024.10 | 5.3 | 6.4 | 5.8 |