Regression on RetinaMNIST (Avg Δ)
0.0019Avg DeltaFedeKD
Evaluation results
| Method | Links | |
|---|---|---|
| FedeKDalpha=0.1, Agg. Method=FedAvg, Model=FedeKD2026.05 | 0.0019 | |
| FedeKDalpha=0.3, Agg. Method=FedAvg, Model=FedeKD2026.05 | 0.0034 | |
| FedeKDalpha=0.5, Agg. Method=FedAvg, Model=FedeKD2026.05 | 0.0178 | |
| FedAvgalpha=0.5, Agg. Method=FedAvg2026.05 | 0.1131 | |
| FedProxalpha=0.5, Agg. Method=FedProx2026.05 | 0.1145 | |
| FedProxalpha=0.1, Agg. Method=FedProx2026.05 | 0.1445 | |
| FedAvgalpha=0.1, Agg. Method=FedAvg2026.05 | 0.1459 | |
| FedAvgalpha=0.3, Agg. Method=FedAvg2026.05 | 0.1467 | |
| FedProxalpha=0.3, Agg. Method=FedProx2026.05 | 0.1509 | |
| FedDynalpha=0.1, Agg. Method=FedDyn2026.05 | 0.6091 | |
| FedDynalpha=0.5, Agg. Method=FedDyn2026.05 | 0.7308 | |
| FedDynalpha=0.3, Agg. Method=FedDyn2026.05 | 0.847 |