Time-series Anomaly Detection on GECCO (A-R, R-A-R, V-ROC)
0.97A-R ScoreCATCH
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CATCH2024.10 | 0.97 | 0.99 | 0.987 | |
| TsNet2024.10 | 0.954 | 0.977 | 0.974 | |
| Modern2024.10 | 0.952 | 0.978 | 0.975 | |
| Patch2024.10 | 0.949 | 0.984 | 0.979 | |
| DLin2024.10 | 0.947 | 0.987 | 0.982 | |
| NLin2024.10 | 0.936 | 0.977 | 0.971 | |
| Ocsvm2024.10 | 0.804 | 0.757 | 0.756 | |
| iTrans2024.10 | 0.795 | 0.884 | 0.871 | |
| AE2024.10 | 0.769 | 0.634 | 0.637 | |
| DualTF2024.10 | 0.714 | 0.725 | 0.717 | |
| PCA2024.10 | 0.711 | 0.598 | 0.595 | |
| IF2024.10 | 0.619 | 0.68 | 0.677 | |
| HBOS2024.10 | 0.557 | 0.51 | 0.503 | |
| DC2024.10 | 0.555 | 0.609 | 0.593 | |
| ATrans2024.10 | 0.516 | 0.501 | 0.503 | |
| TFAD2024.10 | 0.499 | 0.501 | 0.5 |