Time Series Anomaly Detection on CalIt2 (Affiliated-F1 and AUC-ROC)
83.5Affiliated-F1CATCH
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CATCH2024.10 | 83.5 | 83.8 | |
| iTrans2024.10 | 81.2 | 79.1 | |
| TsNet2024.10 | 79.4 | 77.1 | |
| Patch2024.10 | 79.3 | 80.8 | |
| DLin2024.10 | 79.3 | 75.2 | |
| Ocsvm2024.10 | 78.3 | 80.4 | |
| Modern2024.10 | 78 | 67.6 | |
| PCA2024.10 | 76.8 | 79 | |
| NLin2024.10 | 75.7 | 69.5 | |
| HBOS2024.10 | 75.6 | 79.8 | |
| DualTF2024.10 | 75.1 | 57.4 | |
| TFAD2024.10 | 74.4 | 50.4 | |
| ATrans2024.10 | 72.9 | 53.3 | |
| DC2024.10 | 69.7 | 52.7 | |
| AE2024.10 | 58.7 | 76.7 | |
| IF2024.10 | 40.2 | 77.5 |