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Benchmarks
Network Anomaly Detection on UNSW-NB15 0% Contamination
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97.69
Accuracy
AutoGraphAD
96.1508
96.5504
96.95
97.3496
Nov 21, 2025
Accuracy
F1 Score
Recall
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
F1 Score
Recall
AutoGraphAD
Estimator=Anomaly Score
2025.11
97.69
84.23
87.98
HBOS
Framework=Anomal-E
2025.11
96.68
82.5
98.28
PCA
Framework=Anomal-E
2025.11
96.65
82.39
98.27
CBLOF
Framework=Anomal-E
2025.11
96.21
79.96
94.46
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