Time Series Anomaly Detection on Trend Synthetic
91.6Affiliated F1 ScoreCATCH
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CATCH2024.10 | 91.6 | 89.2 | |
| IF2024.10 | 91.4 | 87.8 | |
| iTrans2024.10 | 90.1 | 84.7 | |
| TsNet2024.10 | 89.7 | 85.8 | |
| Patch2024.10 | 88.8 | 83.5 | |
| NLin2024.10 | 83 | 64.2 | |
| DC2024.10 | 76.5 | 56.9 | |
| Modern2024.10 | 73.4 | 61.2 | |
| DLin2024.10 | 72.1 | 67.1 | |
| AE2024.10 | 69.9 | 48.2 | |
| PCA2024.10 | 69.3 | 48.4 | |
| Ocsvm2024.10 | 69.1 | 47.1 | |
| DualTF2024.10 | 67.7 | 52.4 | |
| HBOS2024.10 | 66.9 | 46.8 | |
| TFAD2024.10 | 64.2 | 50.2 | |
| ATrans2024.10 | 58.4 | 50 |