Time-series Anomaly Detection on CICIDS (A-R, R-A-R, V-ROC)
79.5A-RCATCH
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CATCH2024.10 | 79.5 | 73.7 | 74.3 | |
| IF2024.10 | 78.7 | 73.9 | 75 | |
| HBOS2024.10 | 76 | 72 | 73.5 | |
| DLin2024.10 | 75.1 | 69.2 | 70.3 | |
| TsNet2024.10 | 73.2 | 68.4 | 69.3 | |
| Patch2024.10 | 71.6 | 65 | 66.2 | |
| Modern2024.10 | 69.7 | 63.7 | 64.9 | |
| iTrans2024.10 | 69.2 | 58.4 | 62.6 | |
| NLin2024.10 | 69.1 | 60.9 | 63.1 | |
| DC2024.10 | 63.8 | 49.2 | 52.8 | |
| AE2024.10 | 62.9 | 57.4 | 58.6 | |
| DualTF2024.10 | 60.3 | 43.4 | 48.5 | |
| PCA2024.10 | 60.1 | 47.8 | 49.6 | |
| Ocsvm2024.10 | 53.7 | 48.1 | 50.5 | |
| ATrans2024.10 | 52.8 | 39.2 | 40.8 | |
| TFAD2024.10 | 50.4 | 49.8 | 49.8 |