Time Series Anomaly Detection on Shapelet Synthetic
98.5Affiliated-F1CATCH
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CATCH2024.10 | 98.5 | 97 | |
| iTrans2024.10 | 96.1 | 86.4 | |
| DLin2024.10 | 96.1 | 68.4 | |
| TsNet2024.10 | 94.1 | 87.7 | |
| Patch2024.10 | 93.3 | 81.8 | |
| IF2024.10 | 88.7 | 74.8 | |
| AE2024.10 | 87.1 | 86.5 | |
| Ocsvm2024.10 | 77.1 | 65.5 | |
| NLin2024.10 | 75.9 | 56.3 | |
| DC2024.10 | 73.7 | 59.7 | |
| ATrans2024.10 | 69.9 | 51.9 | |
| DualTF2024.10 | 69.2 | 57.3 | |
| TFAD2024.10 | 68.4 | 50.3 | |
| PCA2024.10 | 68.3 | 51.7 | |
| Modern2024.10 | 67.5 | 52.2 | |
| HBOS2024.10 | 64 | 33.7 |