ResearchBenchmarksFederated Graph Classification on Mix across-domain settingFederated Graph Classification on Mix across-domain settingFollow3Communication RoundsCeFGC-8.468.55145.5222.45Jan 22, 2026Evaluation resultsMethodMethodLinksCommunication RoundsCommunication Volume (Mbit)CeFGC2026.013537.73CeFGC*2026.013191.29GCFL+2026.01164598.56FedDC2026.01170620.456FedAvg2026.01192700.75MOON2026.01198722.65FedStar2026.012261,587.15FedProx2026.012881,051.12