Image Classification on FMNIST Fourth Session Transition 1.0
85.82Proposed ScoreFedACG
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FedACGOverlap=0.0, Dirichlet alpha=0.32024.10 | 85.82 | 64.58 | 80.01 | 82.22 | |
| FedACGOverlap=0.0, Dirichlet alpha=0.72024.10 | 85.81 | 65.36 | 80.45 | 82.41 | |
| FedACGOverlap=0.2, Dirichlet alpha=0.72024.10 | 85.41 | 76.53 | 78.31 | 81.82 | |
| FedACGOverlap=0.2, Dirichlet alpha=0.32024.10 | 85.36 | 75.78 | 77.92 | 81.54 | |
| MOONOverlap=0.0, Dirichlet alpha=0.72024.10 | 84.89 | 65.36 | 79.86 | 80.26 | |
| MOONOverlap=0.0, Dirichlet alpha=0.32024.10 | 84.88 | 64.58 | 79.48 | 80.04 | |
| MOONOverlap=0.2, Dirichlet alpha=0.72024.10 | 84.36 | 76.53 | 77.54 | 79.79 | |
| MOONOverlap=0.2, Dirichlet alpha=0.32024.10 | 84.3 | 75.78 | 77.15 | 79.48 | |
| FedProxOverlap=0.0, Dirichlet alpha=0.72024.10 | 84.29 | 65.36 | 80.28 | 80.72 | |
| FedProxOverlap=0.0, Dirichlet alpha=0.32024.10 | 84.22 | 64.58 | 79.9 | 80.52 | |
| FedProxOverlap=0.2, Dirichlet alpha=0.72024.10 | 83.95 | 76.53 | 78.06 | 80.22 | |
| FedProxOverlap=0.2, Dirichlet alpha=0.32024.10 | 83.81 | 75.78 | 77.63 | 79.96 | |
| SCAFFOLDOverlap=0.0, Dirichlet alpha=0.72024.10 | 80.49 | 70.81 | 53.02 | 61.01 | |
| SCAFFOLDOverlap=0.0, Dirichlet alpha=0.32024.10 | 79.88 | 74.69 | 53.64 | 60.72 | |
| SCAFFOLDOverlap=0.2, Dirichlet alpha=0.72024.10 | 79.85 | 74.03 | 60.69 | 60.68 | |
| SCAFFOLDOverlap=0.2, Dirichlet alpha=0.32024.10 | 79.45 | 70.79 | 61.12 | 61.1 |