Multivariate Time Series Anomaly Detection on Global 7.2
98.4PrecisionTsNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TsNet2024.10 | 98.4 | 83.6 | 90.4 | |
| DLin2024.10 | 91.5 | 87.2 | 89.3 | |
| Patch2024.10 | 87.3 | 91.6 | 89.4 | |
| AE2024.10 | 87.1 | 80.8 | 83.8 | |
| IF2024.10 | 83.4 | 72.7 | 77.7 | |
| CATCH2024.10 | 80.4 | 92.5 | 86 | |
| iTrans2024.10 | 76.4 | 88.3 | 81.9 | |
| Ocsvm2024.10 | 45.8 | 98.3 | 62.5 | |
| NLin2024.10 | 40.1 | 80.2 | 53.4 | |
| Modern2024.10 | 28.1 | 71.3 | 40.3 | |
| PCA2024.10 | 13.4 | 72.1 | 22.6 | |
| DC2024.10 | 7.7 | 33.4 | 12.5 | |
| DualTF2024.10 | 7.5 | 73.8 | 13.6 | |
| ATrans2024.10 | 7.4 | 83.6 | 13.5 | |
| HBOS2024.10 | 6.2 | 8.4 | 7.1 | |
| TFAD2024.10 | 6 | 7 | 6.5 |