Time-Series Anomaly Detection on Contextual 7.2 (AUC-PR Metrics)
0.77A-P (AUC-PR)CATCH
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CATCH2024.10 | 0.77 | 0.612 | 0.594 | — | — | — | |
| TsNet2024.10 | 0.767 | 0.608 | 0.59 | — | — | — | |
| iTrans2024.10 | 0.756 | 0.594 | 0.579 | — | — | — | |
| AE2024.10 | 0.721 | 0.546 | 0.533 | — | — | — | |
| Patch2024.10 | 0.672 | 0.477 | 0.469 | — | — | — | |
| Ocsvm2024.10 | 0.542 | 0.324 | 0.333 | — | — | — | |
| IF2024.10 | 0.374 | 0.26 | 0.271 | — | — | — | |
| DLin2024.10 | 0.309 | 0.166 | 0.183 | — | — | — | |
| TFAD2024.10 | 0.109 | 0.082 | 0.097 | — | — | — | |
| Modern2024.10 | 0.106 | 0.083 | 0.1 | — | — | — | |
| PCA2024.10 | 0.105 | 0.079 | 0.098 | — | — | — | |
| ATrans2024.10 | 0.099 | 0.078 | 0.094 | — | — | — | |
| NLin2024.10 | 0.09 | 0.075 | 0.09 | — | — | — | |
| DualTF2024.10 | 0.087 | 0.078 | 0.097 | — | — | — | |
| HBOS2024.10 | 0.075 | 0.067 | 0.081 | — | — | — | |
| DC2024.10 | 0.074 | 0.079 | 0.094 | — | — | — | |
| AE2024.10 | — | — | — | 0.879 | 0.789 | 0.797 | |
| ATrans2024.10 | — | — | — | 0.539 | 0.374 | 0.406 | |
| CATCH2024.10 | — | — | — | 0.899 | 0.818 | 0.822 | |
| DC2024.10 | — | — | — | 0.514 | 0.436 | 0.443 | |
| DLin2024.10 | — | — | — | 0.691 | 0.522 | 0.567 | |
| DualTF2024.10 | — | — | — | 0.536 | 0.361 | 0.424 | |
| HBOS2024.10 | — | — | — | 0.458 | 0.297 | 0.351 | |
| IF2024.10 | — | — | — | 0.802 | 0.674 | 0.693 | |
| iTrans2024.10 | — | — | — | 0.893 | 0.812 | 0.814 | |
| Modern2024.10 | — | — | — | 0.558 | 0.388 | 0.442 | |
| NLin2024.10 | — | — | — | 0.515 | 0.36 | 0.409 | |
| Ocsvm2024.10 | — | — | — | 0.716 | 0.53 | 0.585 | |
| Patch2024.10 | — | — | — | 0.845 | 0.73 | 0.746 | |
| PCA2024.10 | — | — | — | 0.538 | 0.362 | 0.401 | |
| TFAD2024.10 | — | — | — | 0.51 | 0.466 | 0.472 | |
| TsNet2024.10 | — | — | — | 0.897 | 0.816 | 0.819 |