Multivariate Time Series Anomaly Detection on Contextual 4.9 (P/R/F1)
67PrecisionAE
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| AE2024.10 | 67 | 59.1 | 62.8 | |
| CATCH2024.10 | 58.4 | 73.3 | 65 | |
| IF2024.10 | 57.7 | 39.3 | 46.7 | |
| iTrans2024.10 | 55.5 | 69.6 | 61.8 | |
| DLin2024.10 | 44.6 | 65.6 | 53.1 | |
| Patch2024.10 | 26.4 | 71.3 | 38.5 | |
| Ocsvm2024.10 | 23.4 | 55.9 | 33 | |
| NLin2024.10 | 11.9 | 65.6 | 20.1 | |
| TsNet2024.10 | 10.1 | 55.9 | 17.2 | |
| PCA2024.10 | 7.2 | 17.4 | 10.2 | |
| Modern2024.10 | 6.7 | 34 | 11.2 | |
| ATrans2024.10 | 5.1 | 35.6 | 8.9 | |
| DC2024.10 | 4.9 | 36.4 | 8.6 | |
| DualTF2024.10 | 4.4 | 23.5 | 7.5 | |
| TFAD2024.10 | 4.1 | 6.9 | 5.1 | |
| HBOS2024.10 | 2.9 | 5.3 | 3.7 |