Image Classification on MNIST pair noise 0.4 Dirichlet non-IID (a=100) (test)
0.28ECESuPerFed-MM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SuPerFed-MMDirichlet alpha=1002021.09 | 0.28 | 0.69 | 46.41 | |
| SuPerFed-LMDirichlet alpha=1002021.09 | 0.35 | 0.77 | 46.82 | |
| FedAvgDirichlet alpha=1002021.09 | 0.38 | 0.67 | 41.01 | |
| FedProxDirichlet alpha=1002021.09 | 0.38 | 0.78 | 41.39 | |
| FedPerDirichlet alpha=1002021.09 | 0.4 | 0.78 | 40.75 | |
| LG-FedAvgDirichlet alpha=1002021.09 | 0.42 | 0.81 | 37.69 | |
| APFLDirichlet alpha=1002021.09 | 0.42 | 0.78 | 40.43 | |
| DittoDirichlet alpha=1002021.09 | 0.42 | 0.79 | 38.2 | |
| FedRepDirichlet alpha=1002021.09 | 0.43 | 0.81 | 35.88 | |
| SCAFFOLDDirichlet alpha=1002021.09 | 0.45 | 0.77 | 44.92 | |
| pFedMeDirichlet alpha=1002021.09 | 0.46 | 0.8 | 37.89 |