Image Classification on CIFAR10 symmetric noise 0.2 Dirichlet non-IID (a=100) (test)
31ECESuPerFed-LM
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SuPerFed-LMDirichlet alpha=1002021.09 | 31 | 71 | 42.81 | |
| SuPerFed-MMDirichlet alpha=1002021.09 | 40 | 68 | 42.66 | |
| APFLDirichlet alpha=1002021.09 | 51 | 81 | 37.85 | |
| FedAvgDirichlet alpha=1002021.09 | 52 | 81 | 38.62 | |
| FedProxDirichlet alpha=1002021.09 | 53 | 81 | 36.91 | |
| DittoDirichlet alpha=1002021.09 | 56 | 85 | 26.39 | |
| SCAFFOLDDirichlet alpha=1002021.09 | 63 | 85 | 38.85 | |
| LG-FedAvgDirichlet alpha=1002021.09 | 65 | 85 | 25.68 | |
| pFedMeDirichlet alpha=1002021.09 | 66 | 88 | 26.01 | |
| FedPerDirichlet alpha=1002021.09 | 70 | 87 | 32.82 | |
| FedRepDirichlet alpha=1002021.09 | 71 | 83 | 29.22 |