Time Series Anomaly Detection on Shapelet 4.9
99.7Affinity PrecisionCATCH
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CATCH2024.10 | 99.7 | 97.7 | 98.7 | |
| DLin2024.10 | 97.9 | 97.9 | 97.9 | |
| TsNet2024.10 | 96.8 | 87.1 | 91.7 | |
| iTrans2024.10 | 95.2 | 97.9 | 96.6 | |
| Patch2024.10 | 87.4 | 98.3 | 92.5 | |
| IF2024.10 | 83.2 | 96.5 | 89.4 | |
| ATrans2024.10 | 77.9 | 70.4 | 74 | |
| DC2024.10 | 76.3 | 74.3 | 75.3 | |
| AE2024.10 | 73.2 | 99.2 | 84.2 | |
| DualTF2024.10 | 65.3 | 73.2 | 69 | |
| NLin2024.10 | 64.6 | 87.7 | 74.4 | |
| Ocsvm2024.10 | 60.6 | 98.8 | 75.1 | |
| TFAD2024.10 | 60.3 | 51.2 | 55.4 | |
| PCA2024.10 | 54.7 | 89.8 | 68 | |
| Modern2024.10 | 51.7 | 97.6 | 67.6 | |
| HBOS2024.10 | 49.2 | 94 | 64.6 |