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ResearchFormerly WizWand

Node Classification on CiteSeer 20 clients partition

74.35AccuracyFedGMC
51.345257.317663.2969.2624May 7, 2026
Updated 6mo ago

Evaluation results

MethodLinks
FedGMCNumber of clients=202026.0574.35
FedSSANumber of clients=202026.0574.09
FedICINumber of clients=202026.0573.65
FedIIHNumber of clients=202026.0573.36
AdaFGLNumber of clients=202026.0570.95
FedGTANumber of clients=202026.0569.94
FedTADNumber of clients=202026.0568.09
FED-PUBNumber of clients=202026.0567.62
FedPerNumber of clients=202026.0566.64
GCFLNumber of clients=202026.0566.33
LocalNumber of clients=202026.0565.98
FedSage+Number of clients=202026.0565.46
FedProxNumber of clients=202026.0564.85
FedAvgNumber of clients=202026.0564.68
FedGNNNumber of clients=202026.0552.23