ResearchBenchmarksPersonalized Federated Learning on MNIST pathological non-IID (500 clients, 96 samples)Follow0.994Top-1 AccFedPer0.8126240.8597120.90680.953888Sep 16, 2021Evaluation ResultsMethodMethodLinksTop-1 AccFedPer2021.090.994SuPerFed-MMMixing Method=Model Mi...Mixing Method=Model Mixing2021.090.9924APFL2021.090.9898SuPerFed-LMMixing Method=Layer Mi...Mixing Method=Layer Mixing2021.090.9883FedRep2021.090.9794Ditto2021.090.972SCAFFOLD2021.090.966FedProx2021.090.965LG-FedAvg2021.090.9605FedAvg2021.090.9604pFedMe2021.090.8196