Image Classification on CIFAR-10 Dirichlet alpha=0.1
76.42Global AccuracyFedAvg
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FedAvg2026.04 | 76.42 | — | |
| SpectralFuse2026.04 | 76.24 | — | |
| SpectralFed2026.04 | 75.76 | — | |
| ShapFed2026.04 | 75.72 | — | |
| PM-MoE2026.05 | 66.38 | 90.1 | |
| FedCoE2026.05 | 63.35 | 91.84 | |
| FedAvg2026.05 | 50.6 | 30.87 | |
| FedPrism2026.03 | 38.69 | 81.63 | |
| FedAvg2026.03 | 36.83 | 36.11 | |
| CGSV*Note=Average client performance reported2026.04 | 36.49 | — | |
| SCAFFOLD2026.05 | 33.4 | 23.48 | |
| FedProx2026.05 | 29.17 | 87.52 | |
| IFCA2026.03 | 18.41 | 55.28 | |
| Local2026.03 | 16.01 | 79.84 | |
| FedClust2026.03 | 10.56 | 17.77 | |
| FedAMP2026.03 | 10 | 56.24 | |
| FedCFL2026.03 | 10 | 11.73 | |
| FedMoEKD2026.05 | — | 77.67 | |
| pFedMoE2026.05 | — | 74.96 |