Intrusion Detection on CEC-CIC-IDS Clean 2018 benchmark leaderboard · SOTA2 Research

Intrusion Detection on CEC-CIC-IDS Clean 2018

99.95AccuracyRandom Forest

Evaluation Results

Method	Links
Random Forest2026.06		99.95	99.58	99.83	99.33
XGBoost2026.06		99.94	99.41	99.33	99.49
LightGBM2026.06		99.94	100	100	100
IDS-Anta2026.06		99.92	100	100	100
DNN2026.06		99.79	97.89	98.64	97.15
SVM2026.06		99.33	93.33	94.2	92.47
Log. Regression2026.06		97.99	77.38	89.1	96.73