Image Classification on CIFAR10 symmetric noise 0.6 Dirichlet non-IID (a=100) (test)
28ECESuPerFed-LM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SuPerFed-LMDirichlet alpha=1002021.09 | 28 | 68 | 34.1 | |
| SuPerFed-MMDirichlet alpha=1002021.09 | 31 | 71 | 35.74 | |
| APFLDirichlet alpha=1002021.09 | 56 | 83 | 31.46 | |
| DittoDirichlet alpha=1002021.09 | 58 | 87 | 21.72 | |
| FedAvgDirichlet alpha=1002021.09 | 59 | 84 | 30.18 | |
| FedProxDirichlet alpha=1002021.09 | 59 | 84 | 29.5 | |
| LG-FedAvgDirichlet alpha=1002021.09 | 60 | 89 | 22.04 | |
| FedPerDirichlet alpha=1002021.09 | 65 | 85 | 26.82 | |
| SCAFFOLDDirichlet alpha=1002021.09 | 66 | 87 | 30.18 | |
| pFedMeDirichlet alpha=1002021.09 | 72 | 87 | 21.36 | |
| FedRepDirichlet alpha=1002021.09 | 76 | 85 | 22.94 |