Image Classification on CIFAR10 pair noise 0.1 Dirichlet non-IID (a=100) (test)
0.28ECESuPerFed-MM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SuPerFed-MMDirichlet alpha=1002021.09 | 0.28 | 0.69 | 48.79 | |
| SuPerFed-LMDirichlet alpha=1002021.09 | 0.29 | 0.66 | 51.44 | |
| APFLDirichlet alpha=1002021.09 | 0.45 | 0.78 | 45.27 | |
| FedAvgDirichlet alpha=1002021.09 | 0.46 | 0.8 | 45.08 | |
| FedProxDirichlet alpha=1002021.09 | 0.47 | 0.8 | 44.31 | |
| FedPerDirichlet alpha=1002021.09 | 0.53 | 0.81 | 39.81 | |
| pFedMeDirichlet alpha=1002021.09 | 0.53 | 0.88 | 29.62 | |
| LG-FedAvgDirichlet alpha=1002021.09 | 0.54 | 0.86 | 22.72 | |
| DittoDirichlet alpha=1002021.09 | 0.54 | 0.84 | 29.41 | |
| FedRepDirichlet alpha=1002021.09 | 0.62 | 0.85 | 33.1 | |
| SCAFFOLDDirichlet alpha=1002021.09 | 0.69 | 0.83 | 30.22 |