Time Series Anomaly Detection on PSM (Affiliated-F1, AUC-ROC)
85.9Affiliated F1CATCH
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CATCH2024.10 | 85.9 | 65.2 | |
| iTrans2024.10 | 85.4 | 59.2 | |
| NLin2024.10 | 84.3 | 58.5 | |
| TsNet2024.10 | 84.2 | 59.2 | |
| Patch2024.10 | 83.1 | 58.6 | |
| DLin2024.10 | 83.1 | 58 | |
| Modern2024.10 | 82.5 | 59.3 | |
| DualTF2024.10 | 72.5 | 60 | |
| ATrans2024.10 | 71 | 51.4 | |
| AE2024.10 | 70.7 | 65 | |
| PCA2024.10 | 70.2 | 64.8 | |
| DC2024.10 | 68.2 | 50.1 | |
| HBOS2024.10 | 65.8 | 62 | |
| TFAD2024.10 | 62.8 | 50 | |
| IF2024.10 | 62 | 54.2 | |
| Ocsvm2024.10 | 53.1 | 61.9 |