Image Classification on CIFAR-100 Second Session Transition 1.0
53.52Proposed ScoreFedACG
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FedACGOverlap=0.2, Dirichlet alpha=0.72024.10 | 53.52 | 42.91 | 41.16 | 47.39 | |
| FedACGOverlap=0.2, Dirichlet alpha=0.32024.10 | 51.73 | 39.95 | 39.87 | 43.93 | |
| SCAFFOLDOverlap=0.2, Dirichlet alpha=0.72024.10 | 51.28 | 51.47 | 51.13 | 47.94 | |
| FedACGOverlap=0.0, Dirichlet alpha=0.72024.10 | 49.57 | 35.58 | 28.44 | 44.35 | |
| SCAFFOLDOverlap=0.2, Dirichlet alpha=0.32024.10 | 49.4 | 49.2 | 47.35 | 43.93 | |
| SCAFFOLDOverlap=0.0, Dirichlet alpha=0.72024.10 | 47.6 | 47.85 | 46.91 | 44.16 | |
| MOONOverlap=0.2, Dirichlet alpha=0.72024.10 | 47.27 | 43.14 | 44.98 | 37.88 | |
| FedACGOverlap=0.0, Dirichlet alpha=0.32024.10 | 47.07 | 32.3 | 26.86 | 41.86 | |
| FedProxOverlap=0.2, Dirichlet alpha=0.72024.10 | 46.87 | 43.05 | 47.72 | 40.45 | |
| SCAFFOLDOverlap=0.0, Dirichlet alpha=0.32024.10 | 45.03 | 46.1 | 44.21 | 42.32 | |
| MOONOverlap=0.2, Dirichlet alpha=0.32024.10 | 44.46 | 39.95 | 44.49 | 35.92 | |
| FedProxOverlap=0.2, Dirichlet alpha=0.32024.10 | 44.18 | 40.27 | 45.57 | 38.69 | |
| MOONOverlap=0.0, Dirichlet alpha=0.72024.10 | 41.25 | 35.54 | 39.22 | 38.1 | |
| FedProxOverlap=0.0, Dirichlet alpha=0.72024.10 | 41.11 | 35.62 | 37.07 | 37.7 | |
| MOONOverlap=0.0, Dirichlet alpha=0.32024.10 | 38.74 | 32.35 | 37.4 | 36.09 | |
| FedProxOverlap=0.0, Dirichlet alpha=0.32024.10 | 38.38 | 32.21 | 35.87 | 35.41 |