Classification on CIFAR-10 (Mean Client Accuracy)
77.3Mean Client Accuracy (alpha=0.1)FedeKD
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| FedeKDAgg. Method=FedAvg, Model=FedeKD2026.05 | 77.3 | 66.49 | 62.56 | |
| FedTypeAgg. Method=FedAvg, Model=FedType2026.05 | 77.14 | 66.44 | 63.03 | |
| FedTypeAgg. Method=FedProx, Model=FedType2026.05 | 77.09 | 66.25 | 62.83 | |
| FedAvgAgg. Method=FedAvg2026.05 | 22.38 | 31.27 | 34.32 | |
| FedProxAgg. Method=FedProx2026.05 | 22.1 | 31.87 | 34.84 | |
| FedDynAgg. Method=FedDyn2026.05 | 12.03 | 9.28 | 9.87 |