Federated Unlearning on FEMNIST
398Average Unlearning Time (s)GA-Naive
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GA-NaiveBackbone=FedRep2026.06 | 398 | 9.8 | 20 | |
| pFedULBackbone=FedRep2026.06 | 468 | 8.4 | 0 | |
| PEV2026.04 | 475 | — | — | |
| FedEraser2026.04 | 517 | — | — | |
| Fine-tuneBackbone=FedRep2026.06 | 615 | 6.4 | 30 | |
| FedRecovery2026.04 | 748 | — | — | |
| VeriFi2026.04 | 850 | — | — | |
| FedEraser-adapt.Backbone=FedRep2026.06 | 1,089 | 3.6 | 55 | |
| Retrain2026.04 | 1,452 | — | — | |
| RetrainBackbone=FedRep2026.06 | 3,917 | 1 | 200 |