Time-series Anomaly Detection on Seasonal 4.8 (A-R, R-A-R, V-ROC)
99.9A-R ScoreCATCH
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CATCH2024.10 | 99.9 | 100 | 99.9 | |
| TsNet2024.10 | 95.8 | 93.3 | 93.2 | |
| iTrans2024.10 | 94.5 | 92.9 | 92.9 | |
| AE2024.10 | 94.3 | 89.5 | 89.6 | |
| Patch2024.10 | 92.2 | 93.2 | 92.9 | |
| IF2024.10 | 92.1 | 89.8 | 89.7 | |
| DualTF2024.10 | 86.5 | 97.2 | 95 | |
| Ocsvm2024.10 | 84 | 84.9 | 84.5 | |
| DLin2024.10 | 81.9 | 84.7 | 83.9 | |
| DC2024.10 | 66.1 | 64.2 | 63.4 | |
| NLin2024.10 | 61.3 | 67.6 | 66.8 | |
| ATrans2024.10 | 59 | 56 | 56.7 | |
| HBOS2024.10 | 52.2 | 62.9 | 60.9 | |
| Modern2024.10 | 51.1 | 61.3 | 59.6 | |
| TFAD2024.10 | 49.8 | 52.8 | 52.2 | |
| PCA2024.10 | 44.7 | 57.3 | 54.4 |