Image Classification on SVHN Second Session Transition 1.0
93.64Proposed AccuracyFedACG
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FedACGOverlap=0.2, Dirichlet alpha=0.72024.10 | 93.64 | 88.38 | 84.67 | 90.33 | |
| MOONOverlap=0.2, Dirichlet alpha=0.72024.10 | 93.54 | 89.92 | 85.92 | 85.59 | |
| FedACGOverlap=0.0, Dirichlet alpha=0.72024.10 | 93.41 | 87.57 | 80.39 | 88.17 | |
| FedACGOverlap=0.2, Dirichlet alpha=0.32024.10 | 93.34 | 87.43 | 84.39 | 89.51 | |
| MOONOverlap=0.2, Dirichlet alpha=0.32024.10 | 93.23 | 88.2 | 84.16 | 81.18 | |
| MOONOverlap=0.0, Dirichlet alpha=0.72024.10 | 93.21 | 88.72 | 84.88 | 87.03 | |
| FedACGOverlap=0.0, Dirichlet alpha=0.32024.10 | 93.09 | 86.56 | 80.67 | 86.95 | |
| MOONOverlap=0.0, Dirichlet alpha=0.32024.10 | 92.98 | 86.82 | 82.65 | 82.32 | |
| FedProxOverlap=0.2, Dirichlet alpha=0.72024.10 | 92.39 | 88.36 | 88.52 | 86.7 | |
| FedProxOverlap=0.2, Dirichlet alpha=0.32024.10 | 92.1 | 87.44 | 88.04 | 85.45 | |
| SCAFFOLDOverlap=0.2, Dirichlet alpha=0.72024.10 | 92.1 | 75.97 | 87.49 | 86.91 | |
| FedProxOverlap=0.0, Dirichlet alpha=0.72024.10 | 92.08 | 87.54 | 87.12 | 88.9 | |
| SCAFFOLDOverlap=0.0, Dirichlet alpha=0.72024.10 | 92.06 | 68.61 | 86.32 | 85.88 | |
| FedProxOverlap=0.0, Dirichlet alpha=0.32024.10 | 91.78 | 86.54 | 86.87 | 88.26 | |
| SCAFFOLDOverlap=0.2, Dirichlet alpha=0.32024.10 | 90.28 | 61.27 | 83.62 | 86.01 | |
| SCAFFOLDOverlap=0.0, Dirichlet alpha=0.32024.10 | 89.7 | 50.14 | 80.23 | 84.29 |