Image Classification on MNIST symmetric noise 0.6 Dirichlet non-IID (a=100) (test)
30ECESuPerFed-MM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SuPerFed-MMDirichlet alpha=1002021.09 | 30 | 69 | 56.07 | |
| SuPerFed-LMDirichlet alpha=1002021.09 | 32 | 72 | 54.69 | |
| APFLDirichlet alpha=1002021.09 | 40 | 79 | 52.15 | |
| DittoDirichlet alpha=1002021.09 | 41 | 77 | 45.11 | |
| FedAvgDirichlet alpha=1002021.09 | 42 | 75 | 49.52 | |
| FedRepDirichlet alpha=1002021.09 | 43 | 82 | 51.3 | |
| FedPerDirichlet alpha=1002021.09 | 44 | 73 | 52.41 | |
| pFedMeDirichlet alpha=1002021.09 | 44 | 76 | 45.79 | |
| LG-FedAvgDirichlet alpha=1002021.09 | 45 | 75 | 47.79 | |
| FedProxDirichlet alpha=1002021.09 | 50 | 74 | 49.98 | |
| SCAFFOLDDirichlet alpha=1002021.09 | 50 | 74 | 51.46 |