ResearchBenchmarksSample Unlearning on CIFAR-10 (OA, PS, MIA)Sample Unlearning on CIFAR-10 (OA, PS, MIA)Follow73OA (Accuracy)Retrain33.4843.745464.26Jun 23, 2026Evaluation resultsMethodMethodLinksOA (Accuracy)PS (Utility Score)MIA (Privacy Leakage)RetrainBackbone=ResNet18Backbone=ResNet182026.06736098FedUPBackbone=ResNet18Backbone=ResNet182026.06705396RetrainBackbone=TransformerBackbone=Transformer2026.06646391FUSEDBackbone=ResNet18Backbone=ResNet182026.06605295FedUPBackbone=TransformerBackbone=Transformer2026.06575276FUSEDBackbone=TransformerBackbone=Transformer2026.06355096