Time Series Anomaly Detection on MSL (Affiliated-F1, AUC-ROC)
74Affiliated-F1CATCH
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CATCH2024.10 | 74 | 66.4 | |
| TsNet2024.10 | 73.4 | 61.3 | |
| Modern2024.10 | 72.6 | 63.3 | |
| DLin2024.10 | 72.5 | 62.4 | |
| Patch2024.10 | 72.4 | 63.7 | |
| NLin2024.10 | 72.3 | 59.2 | |
| iTrans2024.10 | 71 | 61.1 | |
| DC2024.10 | 69.4 | 50.7 | |
| ATrans2024.10 | 69.2 | 50.8 | |
| HBOS2024.10 | 68 | 57.4 | |
| PCA2024.10 | 67.8 | 55.2 | |
| TFAD2024.10 | 66.5 | 50 | |
| Ocsvm2024.10 | 64.1 | 52.4 | |
| AE2024.10 | 62.5 | 56.2 | |
| DualTF2024.10 | 58.8 | 57.6 | |
| IF2024.10 | 58.4 | 52.4 |