Anomaly Detection on PSM (R-R, R-P, R-F)
50.5Recall Rate (R-R)PCA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PCA2024.10 | 50.5 | 45.9 | 48.1 | |
| iTrans2024.10 | 47 | 53.3 | 49.9 | |
| TsNet2024.10 | 45.5 | 53.7 | 49.3 | |
| CATCH2024.10 | 45 | 55.7 | 49.8 | |
| DualTF2024.10 | 41 | 45.6 | 43.2 | |
| DLin2024.10 | 39.9 | 58.4 | 47.4 | |
| Modern2024.10 | 37.6 | 55.3 | 44.8 | |
| Patch2024.10 | 37 | 55.7 | 44.4 | |
| NLin2024.10 | 35.9 | 58.7 | 44.6 | |
| HBOS2024.10 | 26.5 | 46.7 | 33.8 | |
| AE2024.10 | 23 | 44.4 | 30.3 | |
| DC2024.10 | 21.1 | 27.4 | 23.8 | |
| IF2024.10 | 13.9 | 80.2 | 23.7 | |
| ATrans2024.10 | 13.3 | 37.4 | 19.7 | |
| Ocsvm2024.10 | 13.3 | 38.5 | 19.8 | |
| TFAD2024.10 | 5.4 | 28.2 | 9.1 |