ResearchBenchmarksMedical Image Classification on Matek-19 non-IID Dirichlet alpha=0.5For AI assistantsMarkdownContent indexMedical Image Classification on Matek-19 non-IID Dirichlet alpha=0.5Follow95.8AccuracyFedProIn58.46468.15777.8587.543Jul 5, 2026Evaluation resultsMethodMethodLinksAccuracyWeighted F1-ScoreMCCFedProIn2026.0795.895.10.94BalanceFL2026.0795.694.90.937MOON2026.0795.394.60.932FedAvg2026.0794.894.10.925FedPLVM2026.0794.794.40.927FedProx2026.0794.693.90.922FedProc2026.0793.392.40.904FedProto2026.0784.683.30.777SOLO2026.0777.377.60.688FedTGP2026.0759.967.10.49