ResearchBenchmarksDecentralized Federated Learning on CIFAR-10 RG topologyFollow179,712Convergence Time (slots)Proposed172,400.4221,753.7271,107320,460.3Apr 16, 2026Evaluation ResultsMethodMethodLinksConvergence Time (slots)ProposedAccuracy Threshold=80%Accuracy Threshold=80%2026.04179,712BASS optAccuracy Threshold=80%Accuracy Threshold=80%2026.04228,528MATCHAAccuracy Threshold=80%Accuracy Threshold=80%2026.04229,824BaseAccuracy Threshold=80%Accuracy Threshold=80%2026.04290,976D-PSGDAccuracy Threshold=80%Accuracy Threshold=80%2026.04362,502