Time Series Anomaly Detection on ASD (Affiliated-F1, AUC-ROC)
80.4Affiliated-F1CATCH
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CATCH2024.10 | 80.4 | 82.4 | |
| TsNet2024.10 | 80 | 80.5 | |
| Modern2024.10 | 78.2 | 69.2 | |
| DLin2024.10 | 78.2 | 73.9 | |
| IF2024.10 | 78.1 | 61.8 | |
| iTrans2024.10 | 78 | 75.9 | |
| Patch2024.10 | 77.7 | 76 | |
| NLin2024.10 | 76.6 | 69 | |
| AE2024.10 | 73.1 | 70.4 | |
| DC2024.10 | 70.2 | 52 | |
| ATrans2024.10 | 67.4 | 50.6 | |
| HBOS2024.10 | 66.9 | 60.3 | |
| PCA2024.10 | 65.6 | 65.6 | |
| TFAD2024.10 | 63 | 50.2 | |
| Ocsvm2024.10 | 61.7 | 58.8 | |
| DualTF2024.10 | 60.5 | 57.9 |