Time-series Anomaly Detection on Mixture 8.9 (A-R, R-A-R, V-ROC)
0.879A-RCATCH
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CATCH2024.10 | 0.879 | 0.887 | 0.88 | |
| IF2024.10 | 0.874 | 0.878 | 0.876 | |
| TsNet2024.10 | 0.845 | 0.871 | 0.865 | |
| iTrans2024.10 | 0.834 | 0.866 | 0.86 | |
| Patch2024.10 | 0.819 | 0.857 | 0.85 | |
| DLin2024.10 | 0.65 | 0.723 | 0.708 | |
| NLin2024.10 | 0.636 | 0.728 | 0.71 | |
| Modern2024.10 | 0.596 | 0.706 | 0.687 | |
| DC2024.10 | 0.562 | 0.552 | 0.542 | |
| DualTF2024.10 | 0.523 | 0.63 | 0.61 | |
| AE2024.10 | 0.513 | 0.505 | 0.49 | |
| ATrans2024.10 | 0.509 | 0.509 | 0.501 | |
| Ocsvm2024.10 | 0.503 | 0.476 | 0.462 | |
| TFAD2024.10 | 0.5 | 0.517 | 0.516 | |
| PCA2024.10 | 0.497 | 0.463 | 0.446 | |
| HBOS2024.10 | 0.492 | 0.548 | 0.531 |