ResearchBenchmarksFederated Unlearning on PathMNISTFollow350Training Time (s)AFU-IC921,833.53,5755,316.5Apr 29, 2026Evaluation ResultsMethodMethodLinksTraining Time (s)Balanced Accuracy (BA)Unlearning Efficacy GapClass Accuracy (CA)Unlearning Fidelity GapAFU-IC2026.0435021.5-5.3590.811.78FedOSD2026.041,45032.195.3491.972.94FedRecovery2026.041,55096.5769.7284.56-4.47PGA2026.041,92092.165.2588.42-0.61FedEraser2026.042,50034.287.4388.43-0.6Retrain2026.046,80026.85—89.03—