Multivariate Time Series Anomaly Detection on Trend 4.8 (P/R/F1)
60PrecisionIF
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| IF2024.10 | 60 | 22.4 | 32.6 | |
| TsNet2024.10 | 24.3 | 38.6 | 29.9 | |
| iTrans2024.10 | 23.1 | 54.4 | 32.4 | |
| CATCH2024.10 | 21.5 | 88.8 | 34.6 | |
| Patch2024.10 | 21.2 | 46.1 | 29 | |
| Modern2024.10 | 17.1 | 42.7 | 24.5 | |
| DC2024.10 | 16.7 | 2.9 | 4.9 | |
| NLin2024.10 | 15.8 | 66.8 | 25.5 | |
| DLin2024.10 | 7.3 | 64.3 | 13.1 | |
| DualTF2024.10 | 6.2 | 20.7 | 9.6 | |
| Ocsvm2024.10 | 4.9 | 99.6 | 9.3 | |
| PCA2024.10 | 4.9 | 100 | 9.3 | |
| HBOS2024.10 | 4.9 | 82.2 | 9.2 | |
| AE2024.10 | 4.8 | 32.4 | 8.3 | |
| ATrans2024.10 | 3.4 | 0.8 | 1.3 | |
| TFAD2024.10 | 0 | 0 | 0 |