Image Classification on MNIST pair noise 0.1 Dirichlet non-IID (test)
14ECESuPerFed-LM
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SuPerFed-LMDirichlet alpha=1002021.09 | 14 | 49 | 84.78 | |
| SCAFFOLDDirichlet alpha=1002021.09 | 16 | 58 | 80.86 | |
| SuPerFed-MMDirichlet alpha=1002021.09 | 16 | 53 | 83.67 | |
| FedAvgDirichlet alpha=1002021.09 | 17 | 58 | 82.4 | |
| FedProxDirichlet alpha=1002021.09 | 17 | 58 | 82.05 | |
| FedPerDirichlet alpha=1002021.09 | 17 | 57 | 82.43 | |
| APFLDirichlet alpha=1002021.09 | 18 | 60 | 80.18 | |
| FedRepDirichlet alpha=1002021.09 | 21 | 62 | 77.95 | |
| DittoDirichlet alpha=1002021.09 | 22 | 66 | 72.39 | |
| LG-FedAvgDirichlet alpha=1002021.09 | 23 | 66 | 73.65 | |
| pFedMeDirichlet alpha=1002021.09 | 23 | 66 | 72.05 |