Client Unlearning on CIFAR-10 (test)
71RARetrain
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| RetrainBackbone=ResNet182025.02 | 71 | 4 | 49 | 78 | 434.39 | — | |
| FederaserBackbone=ResNet182025.02 | 67 | 4 | 48 | 67 | 990.91 | — | |
| FUSEDBackbone=ResNet182025.02 | 67 | 5 | 42 | 65 | 262.2 | — | |
| Exact-FunBackbone=ResNet182025.02 | 65 | 5 | 41 | 43 | 1,211.74 | — | |
| EraseClientBackbone=ResNet182025.02 | 64 | 6 | 56 | 78 | 233.45 | — | |
| FUSEDBackbone=Transformer2025.02 | 41 | 7 | 41 | 62 | 502.6 | — | |
| EraseClientBackbone=Transformer2025.02 | 35 | 7 | 40 | 63 | 3,240.05 | — | |
| RetrainBackbone=Transformer2025.02 | 33 | 8 | 40 | 62 | 5,388.83 | — | |
| Exact-FunBackbone=Transformer2025.02 | 33 | 7 | 40 | 76 | 4,929.45 | — | |
| FederaserBackbone=Transformer2025.02 | 21 | 9 | 25 | 41 | 1,867.36 | — |