Image Classification on SVHN Fourth Session Transition 1.0
94.24Proposed AccuracyMOON
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MOONOverlap=0.2, Dirichlet alpha=0.72024.10 | 94.24 | 91.2 | 89.17 | 88.3 | |
| FedACGOverlap=0.2, Dirichlet alpha=0.72024.10 | 93.97 | 89.88 | 87.79 | 91.85 | |
| MOONOverlap=0.0, Dirichlet alpha=0.72024.10 | 93.95 | 90.37 | 87.69 | 90.44 | |
| MOONOverlap=0.2, Dirichlet alpha=0.32024.10 | 93.86 | 90.22 | 86.34 | 84.4 | |
| FedACGOverlap=0.0, Dirichlet alpha=0.72024.10 | 93.8 | 88.73 | 76.94 | 91.25 | |
| MOONOverlap=0.0, Dirichlet alpha=0.32024.10 | 93.69 | 89.13 | 83.8 | 87.56 | |
| FedACGOverlap=0.2, Dirichlet alpha=0.32024.10 | 93.66 | 89.06 | 87.97 | 91.29 | |
| FedACGOverlap=0.0, Dirichlet alpha=0.32024.10 | 93.48 | 87.95 | 75.82 | 90.3 | |
| SCAFFOLDOverlap=0.2, Dirichlet alpha=0.72024.10 | 93.3 | 89.57 | 90.79 | 90.6 | |
| SCAFFOLDOverlap=0.0, Dirichlet alpha=0.72024.10 | 93.13 | 90.4 | 90.28 | 89.47 | |
| FedProxOverlap=0.2, Dirichlet alpha=0.72024.10 | 93.02 | 89.85 | 90.68 | 89.35 | |
| FedProxOverlap=0.2, Dirichlet alpha=0.32024.10 | 92.75 | 89.05 | 90.01 | 88.57 | |
| FedProxOverlap=0.0, Dirichlet alpha=0.72024.10 | 92.68 | 88.75 | 89.83 | 90.91 | |
| FedProxOverlap=0.0, Dirichlet alpha=0.32024.10 | 92.36 | 87.93 | 89.25 | 90.59 | |
| SCAFFOLDOverlap=0.2, Dirichlet alpha=0.32024.10 | 91.9 | 85.59 | 89.27 | 89.81 | |
| SCAFFOLDOverlap=0.0, Dirichlet alpha=0.32024.10 | 91.54 | 84.76 | 87.11 | 88.71 |