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Benchmarks
Intrusion Detection on CICIDS17 (clean)
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99.87
Macro-F1
XGBoost
56.086
67.453
78.82
90.187
Jul 2, 2026
Macro-F1
Updated 19d ago
Evaluation Results
Method
Method
Links
Macro-F1
XGBoost
Type=Static baseline
2026.07
99.87
RF
Type=Static baseline
2026.07
99.79
RES-DARE
2026.07
98.5
MLP
Type=Static baseline
2026.07
97.1
Linear SVM
Type=Static baseline
2026.07
87.55
LogReg
Type=Static baseline
2026.07
77.09
Isol Forest
Type=Static baseline
2026.07
57.77
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