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Benchmarks
Network Anomaly Detection on UNSW-NB15 (3.36% Contamination)
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97.67
Accuracy
AutoGraphAD
95.0076
95.6988
96.39
97.0812
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
97.67
84.03
87.67
HBOS
Framework=Anomal-E
2025.11
97.37
84.73
96.61
PCA
Framework=Anomal-E
2025.11
97.3
8,256
95.81
CBLOF
Framework=Anomal-E
2025.11
95.11
77.51
97.47
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