Multivariate Time Series Anomaly Detection on Trend 7.8
64.1PrecisionIF
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| IF2024.10 | 64.1 | 12.9 | 21.4 | |
| CATCH2024.10 | 43.8 | 50.1 | 46.8 | |
| Patch2024.10 | 33.1 | 55.5 | 41.5 | |
| NLin2024.10 | 27.4 | 45.5 | 34.2 | |
| Modern2024.10 | 24.1 | 65.3 | 35.2 | |
| TsNet2024.10 | 23.1 | 66.8 | 34.3 | |
| iTrans2024.10 | 21.1 | 62 | 31.4 | |
| DLin2024.10 | 13 | 71.7 | 22 | |
| TFAD2024.10 | 12.7 | 6.4 | 8.5 | |
| DualTF2024.10 | 12 | 27.8 | 16.8 | |
| ATrans2024.10 | 10.7 | 3.3 | 5.1 | |
| HBOS2024.10 | 8.4 | 78.7 | 15.2 | |
| Ocsvm2024.10 | 7.8 | 99.5 | 14.4 | |
| PCA2024.10 | 7.8 | 100 | 14.5 | |
| AE2024.10 | 7.6 | 32.4 | 12.3 | |
| DC2024.10 | 4.9 | 0.8 | 1.3 |