ResearchBenchmarksFederated Clustering on EMNISTFederated Clustering on EMNISTFollow314Runtime (ms)FedKmeans83.561,639.033,194.54,749.97Jan 29, 2026Evaluation resultsMethodMethodLinksRuntime (ms)FedKmeansKnown K?=YesKnown K?=Yes2026.01314FedGEMKnown K?=NoKnown K?=No2026.011,628AFCLKnown K?=NoKnown K?=No2026.013,176FFCM-avg2Known K?=YesKnown K?=Yes2026.016,075