Classification on OrganAMNIST (Mean Client Accuracy Alpha Sweep)
93.03Mean Client Accuracy (alpha=0.1)FedeKD
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| FedeKDAgg. Method=FedAvg, Model=FedeKD2026.05 | 93.03 | 88.69 | 86.88 | |
| FedTypeAgg. Method=FedAvg, Model=FedType2026.05 | 92.66 | 88.76 | 87.22 | |
| FedTypeAgg. Method=FedProx, Model=FedType2026.05 | 92.6 | 88.6 | 86.96 | |
| FedProxAgg. Method=FedProx2026.05 | 40.68 | 58.29 | 64.25 | |
| FedAvgAgg. Method=FedAvg2026.05 | 39 | 56.97 | 63.04 | |
| FedDynAgg. Method=FedDyn2026.05 | 10.64 | 6.38 | 6.32 |