Multivariate Time Series Anomaly Detection on Seasonal 7.7
100PrecisioniTrans
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| iTrans2024.10 | 100 | 53 | 69.3 | |
| DLin2024.10 | 100 | 54.3 | 70.4 | |
| TsNet2024.10 | 99.5 | 52.2 | 68.5 | |
| ATrans2024.10 | 96.8 | 7.8 | 14.4 | |
| Patch2024.10 | 96.6 | 50.6 | 66.4 | |
| NLin2024.10 | 96.3 | 27.1 | 42.3 | |
| CATCH2024.10 | 96.1 | 76.5 | 85.2 | |
| IF2024.10 | 76.6 | 31.3 | 44.4 | |
| AE2024.10 | 69.2 | 35.9 | 47.3 | |
| DC2024.10 | 59.7 | 10.3 | 17.6 | |
| Ocsvm2024.10 | 37.9 | 72.6 | 49.8 | |
| TFAD2024.10 | 32.3 | 8 | 12.8 | |
| HBOS2024.10 | 10.3 | 12.4 | 11.3 | |
| PCA2024.10 | 9.9 | 13.4 | 11.4 | |
| DualTF2024.10 | 9.2 | 4.1 | 5.7 | |
| Modern2024.10 | 8 | 16 | 10.7 |