Image Classification on CIFAR-100 1.0 (Fourth Session Transition)
55.82Proposed AccuracyFedACG
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FedACGOverlap=0.2, Dirichlet alpha=0.72024.10 | 55.82 | 48.58 | 48.99 | 51.11 | |
| SCAFFOLDOverlap=0.2, Dirichlet alpha=0.72024.10 | 54.08 | 54.61 | 56.2 | 51.45 | |
| FedACGOverlap=0.2, Dirichlet alpha=0.32024.10 | 53.64 | 45.62 | 46.71 | 48.03 | |
| FedACGOverlap=0.0, Dirichlet alpha=0.72024.10 | 52.3 | 42.13 | 39.32 | 47.63 | |
| SCAFFOLDOverlap=0.2, Dirichlet alpha=0.32024.10 | 52.22 | 51.88 | 52.19 | 47.31 | |
| SCAFFOLDOverlap=0.0, Dirichlet alpha=0.72024.10 | 50.71 | 51.37 | 52.5 | 47.79 | |
| MOONOverlap=0.2, Dirichlet alpha=0.72024.10 | 50.41 | 48.62 | 51.39 | 41.56 | |
| FedACGOverlap=0.0, Dirichlet alpha=0.32024.10 | 50.1 | 38.9 | 38.18 | 45.26 | |
| FedProxOverlap=0.2, Dirichlet alpha=0.72024.10 | 49.57 | 48.67 | 52.18 | 44.14 | |
| SCAFFOLDOverlap=0.0, Dirichlet alpha=0.32024.10 | 48.32 | 50.89 | 49.94 | 45.49 | |
| FedProxOverlap=0.2, Dirichlet alpha=0.32024.10 | 47.4 | 45.92 | 50.22 | 42.32 | |
| MOONOverlap=0.2, Dirichlet alpha=0.32024.10 | 47.35 | 45.93 | 49.99 | 39.61 | |
| MOONOverlap=0.0, Dirichlet alpha=0.72024.10 | 44.99 | 41.91 | 44.65 | 41.43 | |
| FedProxOverlap=0.0, Dirichlet alpha=0.72024.10 | 44.59 | 42.02 | 42.71 | 41.6 | |
| MOONOverlap=0.0, Dirichlet alpha=0.32024.10 | 42.21 | 38.76 | 43.42 | 39.7 | |
| FedProxOverlap=0.0, Dirichlet alpha=0.32024.10 | 41.94 | 38.83 | 42.04 | 39.23 |