Time Series Anomaly Detection on CICIDS (Affinity Metrics)
66.7Affinity PrecisionCATCH
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CATCH2024.10 | 66.7 | 95.9 | 78.7 | |
| iTrans2024.10 | 58.6 | 89.2 | 70.8 | |
| NLin2024.10 | 57.9 | 79.4 | 66.9 | |
| DLin2024.10 | 57.5 | 79.9 | 66.9 | |
| Patch2024.10 | 56.9 | 78.5 | 66 | |
| TsNet2024.10 | 56.6 | 78.3 | 65.7 | |
| Modern2024.10 | 56.3 | 78.1 | 65.4 | |
| DualTF2024.10 | 55.3 | 92.6 | 69.2 | |
| TFAD2024.10 | 55 | 61.1 | 57.9 | |
| IF2024.10 | 54.8 | 67.2 | 60.4 | |
| AE2024.10 | 54.3 | 15.6 | 24.3 | |
| PCA2024.10 | 54.1 | 72.4 | 61.9 | |
| HBOS2024.10 | 53.8 | 54.5 | 54.2 | |
| DC2024.10 | 53.3 | 88.2 | 66.4 | |
| ATrans2024.10 | 53.1 | 59.3 | 56 | |
| Ocsvm2024.10 | 53 | 100 | 69.3 |