Multivariate Time Series Anomaly Detection on GECCO
47.5PrecisionPatch
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Patch2024.10 | 47.5 | 58.5 | 52.4 | |
| NLin2024.10 | 38.4 | 46 | 41.8 | |
| CATCH2024.10 | 38 | 81.8 | 51.8 | |
| TsNet2024.10 | 37.9 | 80.4 | 51.6 | |
| Modern2024.10 | 37.3 | 77.9 | 50.4 | |
| DLin2024.10 | 33.2 | 78.1 | 46.6 | |
| IF2024.10 | 21.4 | 1.2 | 2.3 | |
| iTrans2024.10 | 17.3 | 20.7 | 18.9 | |
| AE2024.10 | 2.1 | 21.5 | 3.9 | |
| PCA2024.10 | 1.4 | 98.8 | 2.7 | |
| HBOS2024.10 | 1.4 | 54.2 | 2.7 | |
| ATrans2024.10 | 1.2 | 0.8 | 1 | |
| Ocsvm2024.10 | 1.1 | 99.3 | 2.2 | |
| DualTF2024.10 | 0.9 | 34 | 1.8 | |
| TFAD2024.10 | 0.9 | 0.4 | 0.6 | |
| DC2024.10 | 0.8 | 0.8 | 0.8 |