Time-series Anomaly Detection on PSM (A-R, R-A-R, V-ROC)
0.652A-R ScoreCATCH
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CATCH2024.10 | 0.652 | 0.64 | 0.639 | |
| AE2024.10 | 0.65 | 0.587 | 0.589 | |
| PCA2024.10 | 0.648 | 0.584 | 0.585 | |
| HBOS2024.10 | 0.62 | 0.572 | 0.575 | |
| Ocsvm2024.10 | 0.619 | 0.53 | 0.532 | |
| DualTF2024.10 | 0.6 | 0.507 | 0.507 | |
| Modern2024.10 | 0.593 | 0.588 | 0.589 | |
| iTrans2024.10 | 0.592 | 0.589 | 0.588 | |
| TsNet2024.10 | 0.592 | 0.593 | 0.593 | |
| Patch2024.10 | 0.586 | 0.586 | 0.585 | |
| NLin2024.10 | 0.585 | 0.585 | 0.585 | |
| DLin2024.10 | 0.58 | 0.579 | 0.579 | |
| IF2024.10 | 0.542 | 0.543 | 0.542 | |
| ATrans2024.10 | 0.514 | 0.453 | 0.451 | |
| DC2024.10 | 0.501 | 0.489 | 0.479 | |
| TFAD2024.10 | 0.5 | 0.499 | 0.499 |