Network Security Threat Detection on CICIDS 2017 benchmark leaderboard · SOTA2 Research

Network Security Threat Detection on CICIDS 2017

0.9996PrecisionBaseline

Evaluation Results

Method
Baseline2026.04	0.9996	0.9995	0.9996	0.7069	0.9732	0.1046	—
RPM-Net2026.04	0.9987	0.9987	0.9987	0.9601	0.9989	0.6523	—
ODIN2026.04	0.9966	0.9582	0.9765	0.7354	0.9726	0.1651	—
OCN2026.04	0.9946	0.9967	0.9956	0.9057	0.9968	0.2884	—
Final Combined Framework2026.05	0.9944	0.9921	0.9831	0.9852	—	—	0.9919
EVM2026.04	0.9806	0.5538	0.6082	0.96	0.9986	0.2974	—
Standalone Supervised Refinement Classifier2026.05	0.9669	0.8522	0.9059	0.9183	—	—	0.9386
Original UNAD2026.05	0.7099	0.7992	0.7519	0.8474	—	—	0.8723
UNAD+ WMV Ensemble2026.05	0.6957	0.8114	0.7491	0.849	—	—	0.8684