Time-series Anomaly Detection on Contextual 4.9 (A-R, R-A-R, V-ROC)
92.1A-R ScoreCATCH
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CATCH2024.10 | 92.1 | 85.9 | 85.4 | |
| TsNet2024.10 | 91.9 | 85.6 | 85 | |
| iTrans2024.10 | 91.6 | 85.1 | 84.5 | |
| AE2024.10 | 91.4 | 84.8 | 84.2 | |
| Patch2024.10 | 86.2 | 76.1 | 76.8 | |
| IF2024.10 | 84 | 73.6 | 74.3 | |
| DLin2024.10 | 70.9 | 54.3 | 58.6 | |
| Ocsvm2024.10 | 70.6 | 51.7 | 56.3 | |
| DualTF2024.10 | 66 | 50.4 | 54.8 | |
| Modern2024.10 | 56.6 | 38.6 | 44.3 | |
| ATrans2024.10 | 55.4 | 39.6 | 43.1 | |
| NLin2024.10 | 54.5 | 39.1 | 43.7 | |
| PCA2024.10 | 53.8 | 36.4 | 40.5 | |
| DC2024.10 | 53.5 | 40.5 | 42.2 | |
| TFAD2024.10 | 49.7 | 49.8 | 50.1 | |
| HBOS2024.10 | 47 | 31 | 36.2 |