ResearchBenchmarksClassification on CIC Balanced & IIDFollow87.5F1 Score (CLS)CLAD69.374.02578.7583.475May 7, 2026Evaluation ResultsMethodMethodLinksF1 Score (CLS)Accuracy (CLS)MCC (CLS)CLADSetting=Balanced & IIDSetting=Balanced & IID2026.0587.591.10.88CFL-ADESetting=Balanced & IIDSetting=Balanced & IID2026.0585.790.10.868LocalSetting=Balanced & IIDSetting=Balanced & IID2026.0582.687.30.828IFCASetting=Balanced & IIDSetting=Balanced & IID2026.0573.880.60.743FedAvgSetting=Balanced & IIDSetting=Balanced & IID2026.057078.30.707