ResearchBenchmarksNode Classification on Products (Overall-F1, Accuracy, Hete-F1, Hete-min-F1)Node Classification on Products (Overall-F1, Accuracy, Hete-F1, Hete-min-F1)Follow29.36Overall F1BoostFGL22.02823.931525.83527.7385Jan 23, 2026Evaluation resultsMethodMethodLinksOverall F1AccuracyHete-F1Hete-min-F1BoostFGLProtocol=Subgraph-FLProtocol=Subgraph-FL2026.0129.3652.1418.3311.25MOONProtocol=Subgraph-FLProtocol=Subgraph-FL2026.0123.1846.9413.576.1FedAvgProtocol=Subgraph-FLProtocol=Subgraph-FL2026.0122.3146.2812.415.67