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ResearchFormerly WizWand

Node Classification on Cora non-overlapping (5 clients)

84.99AccuracyFedICI
71.511675.010878.5182.0092Jan 29, 2026Feb 14, 2026Mar 2, 2026Mar 19, 2026Apr 4, 2026Apr 20, 2026May 7, 2026
Updated 5mo ago

Evaluation results

MethodLinks
FedICINumber of clients=52026.0584.99
FedSSANumber of Clients=52026.0184.67
FedSSANumber of clients=52026.0584.67
FedGMCNumber of clients=52026.0584.16
FedIIHNumber of Clients=52026.0184.11
FedIIHNumber of clients=52026.0584.11
FED-PUBNumber of Clients=52026.0183.7
FED-PUBNumber of clients=52026.0583.7
AdaFGLNumber of Clients=52026.0182.01
AdaFGLNumber of clients=52026.0582.01
FedPerNumber of Clients=52026.0181.68
FedPerNumber of clients=52026.0581.68
FedGNNNumber of Clients=52026.0181.51
FedGNNNumber of clients=52026.0581.51
GCFLNumber of Clients=52026.0181.47
GCFLNumber of clients=52026.0581.47
LocalNumber of Clients=52026.0181.3
LocalNumber of clients=52026.0581.3
FedTADNumber of Clients=52026.0180.31
FedTADNumber of clients=52026.0580.31
FedGTANumber of Clients=52026.0180.06
FedGTANumber of clients=52026.0580.06
FedAvgNumber of Clients=52026.0174.45
FedAvgNumber of clients=52026.0574.45
FedSage+Number of Clients=52026.0172.97
FedSage+Number of clients=52026.0572.97
FedProxNumber of Clients=52026.0172.03
FedProxNumber of clients=52026.0572.03