Multivariate Time Series Anomaly Detection on Global 4.8
100PrecisioniTrans
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| iTrans2024.10 | 100 | 87.5 | 93.3 | |
| Patch2024.10 | 100 | 88.8 | 94 | |
| DLin2024.10 | 97.7 | 87.1 | 92.1 | |
| CATCH2024.10 | 93.6 | 92.1 | 92.9 | |
| TsNet2024.10 | 90 | 85.8 | 87.8 | |
| IF2024.10 | 76.6 | 75 | 75.8 | |
| AE2024.10 | 74.7 | 87.5 | 80.6 | |
| Ocsvm2024.10 | 33.1 | 99.6 | 49.6 | |
| NLin2024.10 | 29 | 82.5 | 42.9 | |
| Modern2024.10 | 27.7 | 72.1 | 40 | |
| PCA2024.10 | 10.9 | 73.8 | 19 | |
| HBOS2024.10 | 8.6 | 17.5 | 11.6 | |
| DualTF2024.10 | 7.1 | 20.4 | 10.5 | |
| ATrans2024.10 | 4.8 | 85.4 | 9 | |
| DC2024.10 | 4.6 | 32.9 | 8 | |
| TFAD2024.10 | 4.6 | 7.9 | 5.8 |