Classification on FashionMNIST (Mean Client Accuracy)
92.73Mean Client Accuracy (alpha=0.1)FedeKD
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| FedeKDAgg. Method=FedAvg, Model=FedeKD2026.05 | 92.73 | 88.13 | 86.57 | |
| FedTypeAgg. Method=FedAvg, Model=FedType2026.05 | 92.51 | 87.24 | 84.96 | |
| FedTypeAgg. Method=FedProx, Model=FedType2026.05 | 92.42 | 87.19 | 84.81 | |
| FedProxAgg. Method=FedProx2026.05 | 48.32 | 63.81 | 68.05 | |
| FedAvgAgg. Method=FedAvg2026.05 | 47.34 | 63.04 | 67.06 | |
| FedDynAgg. Method=FedDyn2026.05 | 10.29 | 9.15 | 9.6 |