ResearchBenchmarksGlobal Clustering on LAFollow0.316Silhouette CoefficientGOLD0.12360.173550.22350.27345Jan 24, 2026Evaluation ResultsMethodMethodLinksSilhouette CoefficientCalinski-Harabasz IndexGOLD2026.010.3168.219FFCM-avg2Aggregation=avg2Aggregation=avg22026.010.3127.828OSFSC-SSCAlgorithm=SSCAlgorithm=SSC2026.010.3098.211OSFSC-TSCAlgorithm=TSCAlgorithm=TSC2026.010.3088.218NN-FC2026.010.3068.118FedSC2026.010.3018k-Fed2026.010.2948.189FFCM-avg1Aggregation=avg1Aggregation=avg12026.010.2848.053AFCL2026.010.1317.465