ResearchBenchmarksFederated Unlearning on OrganAMNISTFollow380Time (s)AFU-IC107.21,948.63,7905,631.4Apr 29, 2026Evaluation ResultsMethodMethodLinksTime (s)Balanced Accuracy (BA)Efficacy GapClass Accuracy (CA)Fidelity GapAFU-IC2026.0438022.2-2.1993.629.74PGA2026.041,10098.574.1190.236.35FedOSD2026.041,60021.97-2.4290.826.94FedRecovery2026.041,72072.8848.4982.14-1.74FedEraser2026.042,90023.83-0.5688.24.32Retrain2026.047,20024.39—83.88—