ResearchBenchmarksImage Classification on CIFAR-100 (NID Top-1 Accuracy)For AI assistantsMarkdownContent indexImage Classification on CIFAR-100 (NID Top-1 Accuracy)Follow59.85Top-1 Accuracy (NID1=0.05)SemanticFL55.814856.862457.9158.9576Mar 19, 2026Evaluation resultsMethodMethodLinksTop-1 Accuracy (NID1=0.05)Top-1 Accuracy (NID1=0.2)Top-1 Accuracy (NID2)SemanticFL2026.0359.8564.0554.58FedDifRC2026.0359.2263.3253.87FedRCL2026.0357.9862.0552.49FedCDA2026.0357.7662.1752.35FedDisco2026.0357.3461.7952.05MOON2026.0356.7961.4851.81FedProx2026.0356.2760.2150.29FedAvg2026.0355.9760.0850.56