ResearchBenchmarksClassification on Gotham Balanced & IIDFollow91F1 Score (CLS)CLAD85.17686.68888.289.712May 7, 2026Evaluation ResultsMethodMethodLinksF1 Score (CLS)Accuracy (CLS)MCC (CLS)CLADSetting=Balanced & IIDSetting=Balanced & IID2026.059196.20.948CFL-ADESetting=Balanced & IIDSetting=Balanced & IID2026.0590.495.70.941LocalSetting=Balanced & IIDSetting=Balanced & IID2026.0588.895.30.936FedAvgSetting=Balanced & IIDSetting=Balanced & IID2026.0585.693.30.912IFCASetting=Balanced & IIDSetting=Balanced & IID2026.0585.493.10.909