Classification on OCTMNIST (Client Accuracy Evaluation)
90.18Mean Client Accuracy (alpha=0.1)FedeKD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FedeKDAgg. Method=FedAvg, Model=FedeKD2026.05 | 90.18 | 86.55 | 82.12 | |
| FedTypeAgg. Method=FedAvg, Model=FedType2026.05 | 88.11 | 83.83 | 79.3 | |
| FedTypeAgg. Method=FedProx, Model=FedType2026.05 | 87.94 | 83.71 | 79.17 | |
| FedProxAgg. Method=FedProx2026.05 | 40.69 | 57.02 | 63.27 | |
| FedAvgAgg. Method=FedAvg2026.05 | 40.14 | 56.64 | 62.35 | |
| FedDynAgg. Method=FedDyn2026.05 | 27.3 | 34.26 | 34.46 |