Image Classification on CIFAR10 pair noise 0.4 Dirichlet non-IID (a=100) (test)
0.27ECESuPerFed-MM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SuPerFed-MMDirichlet alpha=1002021.09 | 0.27 | 0.63 | 26.64 | |
| SuPerFed-LMDirichlet alpha=1002021.09 | 0.27 | 0.68 | 28.51 | |
| FedAvgDirichlet alpha=1002021.09 | 0.57 | 0.87 | 20.9 | |
| FedProxDirichlet alpha=1002021.09 | 0.59 | 0.87 | 21.58 | |
| FedPerDirichlet alpha=1002021.09 | 0.6 | 0.85 | 20.37 | |
| APFLDirichlet alpha=1002021.09 | 0.6 | 0.86 | 23.42 | |
| DittoDirichlet alpha=1002021.09 | 0.6 | 0.88 | 18.17 | |
| SCAFFOLDDirichlet alpha=1002021.09 | 0.61 | 0.83 | 22.72 | |
| pFedMeDirichlet alpha=1002021.09 | 0.64 | 0.87 | 17.94 | |
| FedRepDirichlet alpha=1002021.09 | 0.66 | 0.87 | 17.8 | |
| LG-FedAvgDirichlet alpha=1002021.09 | 0.69 | 0.83 | 17.44 |