ResearchBenchmarksAnomaly Detection on CIC Balanced & IIDFollow97AD F1 ScoreCLAD74.01679.98385.9591.917May 7, 2026Evaluation ResultsMethodMethodLinksAD F1 ScoreCLADSetting=Balanced & IIDSetting=Balanced & IID2026.0597CFL-ADESetting=Balanced & IIDSetting=Balanced & IID2026.0595.6LocalSetting=Balanced & IIDSetting=Balanced & IID2026.0595.2IFCASetting=Balanced & IIDSetting=Balanced & IID2026.0589.1FedAvgSetting=Balanced & IIDSetting=Balanced & IID2026.0586.8CFL-ADSSetting=Balanced & IIDSetting=Balanced & IID2026.0574.9