Federated Unlearning on CIFAR-10 IID
77.87Accuracy (Group [95%, 100%])FedAU
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| FedAU2026.05 | 77.87 | 78.67 | 82.93 | 83.6 | 91.67 | 89.09 | 62.48 | 6.04 | |
| FedRecovery2026.05 | 73.87 | 85.47 | 91.87 | 94.27 | 97.51 | 95.55 | 70.81 | 8.73 | |
| FedOSD2026.05 | 66.8 | 83.47 | 91.87 | 91.07 | 97.05 | 94.51 | 70.39 | 6.27 | |
| Halimi et al.2026.05 | 58.27 | 82.27 | 92.13 | 94 | 97.84 | 94.89 | 74.72 | 6.74 | |
| Liu et al.2026.05 | 53.33 | 70 | 76.53 | 87.07 | 98.33 | 93.16 | 68.13 | 1.23 | |
| NoT2026.05 | 36.4 | 66.27 | 82 | 85.2 | 96.22 | 91.06 | 74.56 | 6.16 | |
| FedMemPrune2026.05 | 20.27 | 50.4 | 70.93 | 85.6 | 98.66 | 90.56 | 74.97 | 0.91 | |
| Retrained Baseline2026.05 | 12.8 | 34.4 | 77.6 | 92.13 | 99.12 | 90.31 | 74.79 | 0.09 |