ResearchBenchmarksNode Classification on Physics (Louvain splitting)Follow93.7AccuracyFedGTA76.85281.22685.689.974Jul 24, 2025Evaluation ResultsMethodMethodLinksAccuracyFedGTAtype=FGLtype=FGL2025.0793.7FedSA-GCLtype=AFLtype=AFL2025.0792.9FedBufftype=AFLtype=AFL2025.0792SWESALTtype=AFLtype=AFL2025.0790.1FedProxtype=FLtype=FL2025.0788.9FedSage+type=FGLtype=FGL2025.0788.5FedAsyntype=AFLtype=AFL2025.0788.3FedAvgtype=FLtype=FL2025.0788FedTADtype=FGLtype=FGL2025.0787MOONtype=FLtype=FL2025.0785.8TWAFLtype=AFLtype=AFL2025.0777.5