Multivariate Time Series Anomaly Detection on Mixture 8.9
70.4PrecisionIF
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| IF2024.10 | 70.4 | 22.5 | 34.1 | |
| DC2024.10 | 45.2 | 6.3 | 11 | |
| iTrans2024.10 | 29 | 68.8 | 40.8 | |
| TsNet2024.10 | 28.7 | 67.2 | 40.2 | |
| Patch2024.10 | 27.5 | 67 | 39 | |
| CATCH2024.10 | 27.4 | 70.3 | 39.4 | |
| NLin2024.10 | 22.5 | 49.2 | 30.9 | |
| Modern2024.10 | 20 | 23.4 | 21.6 | |
| DLin2024.10 | 11.8 | 56.2 | 19.5 | |
| AE2024.10 | 9.2 | 33.3 | 14.5 | |
| Ocsvm2024.10 | 9.2 | 99.8 | 16.8 | |
| PCA2024.10 | 9.2 | 100 | 16.9 | |
| HBOS2024.10 | 9 | 85.4 | 16.2 | |
| DualTF2024.10 | 8.9 | 33.3 | 14 | |
| TFAD2024.10 | 8.9 | 6.3 | 7.4 | |
| ATrans2024.10 | 5.5 | 2 | 3 |