Anomaly Detection on ISCX 2012 (test)
96.4F1-ScoreARES-Static
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ARES-StaticThresholding Strategy=Adaptive, Model Configuration=Static2025.11 | 96.4 | 99.9 | |
| SLADE-HThresholding Strategy=Optimal2025.11 | 55.6 | 77.8 | |
| MIDAS-FThresholding Strategy=Optimal2025.11 | 48.5 | 97.4 | |
| ARES-DynamicThresholding Strategy=Adaptive, Model Configuration=Dynamic2025.11 | 43.7 | 72.2 | |
| MIDAS-RThresholding Strategy=Optimal2025.11 | 11.6 | 57.3 | |
| AnoEdge-LThresholding Strategy=Optimal2025.11 | 8.7 | 73.8 | |
| AnoEdge-GThresholding Strategy=Optimal2025.11 | 5.6 | 58.7 | |
| MIDASThresholding Strategy=Optimal2025.11 | 5.4 | 55.3 |