ResearchBenchmarksImage Classification on CIFAR-100 (test) (Scalar Throughput Metrics)Follow9,247.08Upload Throughput (x10^3 Scalars)FedGen-364.55842,130.77084,626.17,121.4292Nov 27, 2025Evaluation ResultsMethodMethodLinksUpload Throughput (x10^3 Scalars)Broadcast Throughput (x10^3 Scalars)FedGen2025.119,247.08513FedMRL2025.118,863.088,863.08FedKD2025.114,234.284,234.28LG-FedAvg2025.11513513FedGH2025.11257.02512FedProto2025.11257.02512FedTGP2025.11257.02512FPL2025.11257.02916.48FedRE2025.115.12513