ResearchBenchmarksImage Classification on CIFAR-10 Dirichlet (alpha=0.5)Image Classification on CIFAR-10 Dirichlet (alpha=0.5)Follow90.26Local Accuracy (PAcc)FedCoE33.663248.356663.0577.7434May 20, 2026Evaluation resultsMethodMethodLinksLocal Accuracy (PAcc)Global Accuracy (GAcc)FedCoE2026.0590.2685.55FedProx2026.0586.5280.05PM-MoE2026.0582.3468.71FedAvg2026.0581.8175.69pFedMoE2026.0550.78—FedMoEKD2026.0542.4—SCAFFOLD2026.0535.8444.41