Federated Unlearning on CIFAR-10 Non-IID
77.1Accuracy (Group 95%-100%)FedAU
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| FedAU2026.05 | 77.1 | 67.45 | 69 | 69.17 | 85.24 | 82.38 | 61.38 | 107.94 | |
| Liu et al.2026.05 | 73.68 | 61.97 | 61.21 | 61.35 | 88.94 | 84.94 | 68.22 | 219.91 | |
| FedOSD2026.05 | 73.68 | 61.5 | 61.37 | 66.67 | 94.38 | 89.18 | 73.59 | 80.27 | |
| Halimi et al.2026.05 | 45.02 | 44.44 | 45.33 | 58.06 | 84.27 | 79.16 | 65.49 | 172.45 | |
| FedRecovery2026.05 | 43.61 | 42.88 | 44.55 | 51.33 | 81.55 | 76.92 | 62.45 | 148.91 | |
| NoT2026.05 | 30.22 | 36.62 | 43.15 | 55.87 | 88.15 | 80.74 | 72.16 | 76.15 | |
| FedMemPrune2026.05 | 23.99 | 27.86 | 39.72 | 47.57 | 88.8 | 80.16 | 74.43 | 44.12 | |
| Retrained Baseline2026.05 | 12.15 | 20.66 | 25.55 | 42.41 | 92.16 | 80.41 | 74.93 | 30.78 |