ResearchTasksFederated OptimizationFederated OptimizationFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedStrongly convex settingFedLin1Communication Complexity Bound7Apr 3, 2026Non-convex settingFedAvg2Communication Complexity6Mar 6, 2026Federated Optimization (FO)——Primary metric0Feb 26, 2026Smooth non-convex objectives——Primary metric0Feb 26, 2026