ResearchBenchmarksFederated Learning on Single-Job Federated Learning (IID)Federated Learning on Single-Job Federated Learning (IID)Follow99.33AccuracyFedAvg53.226865.195977.16589.1341Mar 11, 2026Evaluation resultsMethodMethodLinksAccuracyTime (min)FedAvgJob=AlexNet, Group=Gro...Job=AlexNet, Group=Group B2026.0399.3367.02FedAvgJob=LeNet, Group=Group AJob=LeNet, Group=Group A2026.039919.1FedAvgJob=CNN, Group=Group AJob=CNN, Group=Group A2026.039349.6FedAvgJob=CNN, Group=Group BJob=CNN, Group=Group B2026.0386.732.1FedAvgJob=ResNet, Group=Group BJob=ResNet, Group=Group B2026.0374—FedAvgJob=VGG, Group=Group AJob=VGG, Group=Group A2026.0355140.7