Time Series Anomaly Detection on Seasonal Synthetic
99.7Affiliated F1 ScoreCATCH
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CATCH2024.10 | 99.7 | 99.8 | |
| DLin2024.10 | 99.3 | 82.3 | |
| iTrans2024.10 | 99.2 | 94.6 | |
| TsNet2024.10 | 99.2 | 95.8 | |
| Patch2024.10 | 98.9 | 92.2 | |
| NLin2024.10 | 95.1 | 62.3 | |
| IF2024.10 | 93.8 | 91.8 | |
| AE2024.10 | 92.7 | 94.9 | |
| DC2024.10 | 85.9 | 64.4 | |
| Ocsvm2024.10 | 80.5 | 82.9 | |
| ATrans2024.10 | 78.8 | 58.4 | |
| DualTF2024.10 | 77.6 | 70.1 | |
| TFAD2024.10 | 68.6 | 50.2 | |
| Modern2024.10 | 68.1 | 51.2 | |
| HBOS2024.10 | 67.3 | 51.6 | |
| PCA2024.10 | 63.7 | 43.7 |