ResearchBenchmarksPersonalized Federated Learning on MNIST pathological non-IID (50 clients, 960 samples)Follow99.48Top-1 AccSuPerFed-LM80.364885.327490.2995.2526Sep 16, 2021Evaluation ResultsMethodMethodLinksTop-1 AccSuPerFed-LMMixing Method=Layer Mi...Mixing Method=Layer Mixing2021.0999.48SuPerFed-MMMixing Method=Model Mi...Mixing Method=Model Mixing2021.0999.45APFL2021.0999.19FedPer2021.0999.14FedRep2021.0999.11LG-FedAvg2021.0997.52Ditto2021.0997.07FedAvg2021.0995.69SCAFFOLD2021.0995.5FedProx2021.0995.13pFedMe2021.0981.1