ResearchBenchmarksFederated Recommendation Efficiency on Ml 100kFederated Recommendation Efficiency on Ml 100kFollow796,524Resource UsageRQFedRec715,2201,264,0221,812,8242,361,626Jan 26, 2026Evaluation resultsMethodMethodLinksResource UsageCompletion PercentageRQFedRecParameter=d = 512, M =...Parameter=d = 512, M = 256, L = 32026.01796,52492FedMFParameter=d = 512, n_i...Parameter=d = 512, n_i = 16822026.01861,184100FedCIAParameter=n_i = 1682Parameter=n_i = 16822026.012,829,124328