ResearchTasksPersonalized Federated RecommendationPersonalized Federated RecommendationFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedAmazon-Book Overall Averaged across all clients (15-client partition)LPSFed4.19Recall@2011Mar 24, 2026Amazon-Book Small-Sparse (15-client partition)LPSFed3.31Recall@2011Mar 24, 2026Amazon-Book Medium-Balanced (15-client partition)LPSFed5.5Recall@2011Mar 24, 2026Amazon-Book Large-Dense (15-client partition)LPSFed7.69Recall@2011Mar 24, 2026ML-100kRQFedRec16.2Recall@104Feb 26, 2026
Amazon-Book Overall Averaged across all clients (15-client partition)LPSFed4.19Recall@2011Mar 24, 2026