Multivariate Time Series Anomaly Detection on Seasonal 4.8 (P/R/F1)
100PrecisioniTrans
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| iTrans2024.10 | 100 | 44.4 | 61.5 | |
| TsNet2024.10 | 100 | 46.1 | 63.1 | |
| Patch2024.10 | 100 | 45.6 | 62.7 | |
| DLin2024.10 | 100 | 46.1 | 63.1 | |
| CATCH2024.10 | 99.4 | 74.7 | 85.3 | |
| NLin2024.10 | 98.4 | 25.3 | 40.3 | |
| ATrans2024.10 | 88.9 | 10 | 17.9 | |
| DualTF2024.10 | 65.3 | 19.5 | 30 | |
| AE2024.10 | 63 | 36.1 | 45.9 | |
| IF2024.10 | 61 | 31.1 | 41.2 | |
| DC2024.10 | 53.1 | 7.1 | 12.5 | |
| Ocsvm2024.10 | 26.9 | 74.3 | 39.5 | |
| Modern2024.10 | 6.5 | 14.1 | 8.9 | |
| PCA2024.10 | 6.2 | 14.1 | 8.6 | |
| HBOS2024.10 | 4.3 | 8.7 | 5.8 | |
| TFAD2024.10 | 0 | 0 | 0 |