Multivariate Time Series Anomaly Detection on Mixture 5.7
62.7PrecisionIF
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| IF2024.10 | 62.7 | 22.3 | 32.9 | |
| DC2024.10 | 37 | 5.9 | 10.2 | |
| CATCH2024.10 | 32.1 | 62.7 | 42.5 | |
| TsNet2024.10 | 28.7 | 55.1 | 37.7 | |
| Patch2024.10 | 27.2 | 55.7 | 36.6 | |
| iTrans2024.10 | 26 | 54.4 | 35.2 | |
| NLin2024.10 | 22 | 41.5 | 28.8 | |
| Modern2024.10 | 21.1 | 31.4 | 25.2 | |
| TFAD2024.10 | 11.3 | 5.6 | 7.5 | |
| ATrans2024.10 | 10 | 3.1 | 4.8 | |
| DLin2024.10 | 7.1 | 78.4 | 13.1 | |
| AE2024.10 | 6.6 | 33.4 | 11.1 | |
| Ocsvm2024.10 | 6.2 | 94.4 | 11.7 | |
| PCA2024.10 | 6.2 | 94.4 | 11.7 | |
| DualTF2024.10 | 5.8 | 32.4 | 9.8 | |
| HBOS2024.10 | 4.9 | 70.7 | 9.1 |