ResearchBenchmarksNode Classification on MSAcademicFollow84.97Average F1CE-FedGNN9.98629.45348.9268.387May 25, 2026Evaluation ResultsMethodMethodLinksAverage F1CE-FedGNN2026.0584.97FedPUB2026.0584.62FedGNN-ST2026.0581.68Swift2026.0580.03FedGCN2026.0579.35SC2026.0576.14FedAvg2026.0527.59FedSage+2026.0512.87