Time Series Anomaly Detection on CICIDS (Affinity F1 and AUC-ROC)
78.7Affinity F1CATCH
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CATCH2024.10 | 78.7 | 79.5 | |
| iTrans2024.10 | 70.8 | 69.2 | |
| Ocsvm2024.10 | 69.3 | 53.7 | |
| DualTF2024.10 | 69.2 | 60.3 | |
| DLin2024.10 | 66.9 | 75.1 | |
| NLin2024.10 | 66.9 | 69.1 | |
| DC2024.10 | 66.4 | 63.8 | |
| Patch2024.10 | 66 | 71.6 | |
| TsNet2024.10 | 65.7 | 73.2 | |
| Modern2024.10 | 65.4 | 69.7 | |
| PCA2024.10 | 61.9 | 60.1 | |
| IF2024.10 | 60.4 | 78.7 | |
| TFAD2024.10 | 57.9 | 50.4 | |
| ATrans2024.10 | 56 | 52.8 | |
| HBOS2024.10 | 54.2 | 76 | |
| AE2024.10 | 24.3 | 62.9 |