Federated Image Classification on CIFAR-10 Dirichlet alpha=0.5 (test)
77.27Local AccuracyFedCoE
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| FedCoE2026.05 | 77.27 | — | 76.8 | 80 | 75 | 2.53 | |
| FedProx2026.05 | 76.07 | — | 75 | 79 | 74.2 | 2.57 | |
| FedAvg2026.05 | 64.73 | — | 55 | 73.4 | 65.8 | 9.25 | |
| FedAMP2026.03 | 58.58 | 18.39 | — | — | — | — | |
| Local2026.03 | 55.99 | 24.4 | — | — | — | — | |
| FedPrism2026.03 | 49.92 | 50.22 | — | — | — | — | |
| FedAvg2026.03 | 48.77 | 48.73 | — | — | — | — | |
| IFCA2026.03 | 48.65 | 30.61 | — | — | — | — | |
| Scaffold2026.05 | 27.73 | — | 18 | 33.4 | 31.8 | 8.47 | |
| FedClust2026.03 | 26.66 | 22.51 | — | — | — | — | |
| FedCFL2026.03 | 19.95 | 10.41 | — | — | — | — |