Time-Series Anomaly Detection on Seasonal 7.7 (AUC-PR Metrics)
0.997R-A-P (R-AUC-PR)CATCH
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CATCH2024.10 | 0.997 | — | — | 0.997 | 0.994 | |
| CATCH2024.10 | 0.978 | 0.963 | 0.963 | — | — | |
| iTrans2024.10 | 0.946 | — | — | 0.946 | 0.945 | |
| TsNet2024.10 | 0.943 | — | — | 0.959 | 0.946 | |
| Patch2024.10 | 0.931 | — | — | 0.921 | 0.929 | |
| IF2024.10 | 0.914 | — | — | 0.915 | 0.913 | |
| AE2024.10 | 0.907 | — | — | 0.954 | 0.915 | |
| DLin2024.10 | 0.86 | — | — | 0.827 | 0.851 | |
| Ocsvm2024.10 | 0.844 | — | — | 0.817 | 0.838 | |
| iTrans2024.10 | 0.808 | 0.881 | 0.819 | — | — | |
| TsNet2024.10 | 0.805 | 0.906 | 0.823 | — | — | |
| AE2024.10 | 0.758 | 0.9 | 0.782 | — | — | |
| IF2024.10 | 0.752 | 0.733 | 0.743 | — | — | |
| Patch2024.10 | 0.723 | 0.773 | 0.732 | — | — | |
| NLin2024.10 | 0.691 | — | — | 0.634 | 0.68 | |
| Ocsvm2024.10 | 0.645 | 0.734 | 0.658 | — | — | |
| Modern2024.10 | 0.64 | — | — | 0.513 | 0.615 | |
| DualTF2024.10 | 0.638 | — | — | 0.537 | 0.616 | |
| DC2024.10 | 0.623 | — | — | 0.628 | 0.611 | |
| HBOS2024.10 | 0.615 | — | — | 0.509 | 0.602 | |
| DLin2024.10 | 0.599 | 0.645 | 0.605 | — | — | |
| PCA2024.10 | 0.583 | — | — | 0.426 | 0.546 | |
| ATrans2024.10 | 0.558 | — | — | 0.579 | 0.559 | |
| TFAD2024.10 | 0.532 | — | — | 0.506 | 0.527 | |
| DC2024.10 | 0.26 | 0.148 | 0.246 | — | — | |
| TFAD2024.10 | 0.195 | 0.133 | 0.185 | — | — | |
| ATrans2024.10 | 0.192 | 0.164 | 0.194 | — | — | |
| PCA2024.10 | 0.169 | 0.116 | 0.16 | — | — | |
| NLin2024.10 | 0.163 | 0.109 | 0.159 | — | — | |
| Modern2024.10 | 0.148 | 0.092 | 0.141 | — | — | |
| DualTF2024.10 | 0.139 | 0.083 | 0.134 | — | — | |
| HBOS2024.10 | 0.132 | 0.08 | 0.132 | — | — |