Federated Unlearning on CIFAR-100 IID
60.67Accuracy (Group [95%, 100%])FedRecovery
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| FedRecovery2026.05 | 60.67 | 61.6 | 57.87 | 58.4 | 86.7 | 83.22 | 55.01 | 7.83 | |
| FedAU2026.05 | 59.87 | 59.73 | 62.53 | 60.13 | 86.6 | 83.04 | 53.15 | 7.26 | |
| NoT2026.05 | 54.8 | 55.33 | 53.2 | 50.93 | 83.18 | 79.79 | 54.72 | 10.85 | |
| FedOSD2026.05 | 54 | 47.87 | 52.53 | 57.2 | 85.72 | 81.21 | 58.55 | 7.67 | |
| Halimi et al.2026.05 | 51.47 | 54.93 | 52.93 | 55.2 | 82.77 | 78.89 | 52.56 | 23.83 | |
| Liu et al.2026.05 | 47.47 | 43.6 | 50.8 | 55.07 | 87.52 | 81.99 | 57.17 | 7.41 | |
| FedMemPrune2026.05 | 30.8 | 28.67 | 39.2 | 48.53 | 89.47 | 80.8 | 63.33 | 5.2 | |
| Retrained Baseline2026.05 | 23.2 | 27.07 | 36.4 | 47.6 | 91.14 | 81.37 | 62.29 | 6.46 |