Image Classification on MNIST (PM, GM)
96.82GMcFedBayes
Evaluation results
| Method | Links | ||
|---|---|---|---|
| cFedBayesModel Size=Large2023.03 | 96.82 | 96.79 | |
| FedCFLModel Size=Large2023.03 | 96.17 | — | |
| IFCAModel Size=Large2023.03 | 95.22 | — | |
| cFedBayesModel Size=Medium2023.03 | 94.44 | 94.41 | |
| pFedBayesModel Size=Large2023.03 | 93.61 | 95.92 | |
| FedAvgModel Size=Large2023.03 | 92.69 | — | |
| IFCAModel Size=Medium2023.03 | 92.66 | — | |
| FedProxModel Size=Large2023.03 | 92.56 | — | |
| pFedBayesModel Size=Medium2023.03 | 92.23 | 92.89 | |
| FedCFLModel Size=Medium2023.03 | 92.05 | — | |
| sFedBayesModel Size=Medium2023.03 | 90.47 | 93.85 | |
| FedAvgModel Size=Medium2023.03 | 90.38 | — | |
| FedProxModel Size=Medium2023.03 | 90.37 | — | |
| cFedBayesModel Size=Small2023.03 | 89.99 | 89.72 | |
| FeSEMModel Size=Large2023.03 | 89.88 | — | |
| sFedBayesModel Size=Large2023.03 | 89.52 | 96.36 | |
| pFedMeModel Size=Large2023.03 | 89.08 | 92.78 | |
| FeSEMModel Size=Medium2023.03 | 88.44 | — | |
| sFedBayesModel Size=Small2023.03 | 87.59 | 88.12 | |
| IFCAModel Size=Small2023.03 | 87.55 | — | |
| pFedBayesModel Size=Small2023.03 | 87.32 | 86.53 | |
| pFedMeModel Size=Medium2023.03 | 86.14 | 90.36 | |
| FedCFLModel Size=Small2023.03 | 84.24 | — | |
| FedProxModel Size=Small2023.03 | 83.32 | — | |
| FedAvgModel Size=Small2023.03 | 83.08 | — | |
| FeSEMModel Size=Small2023.03 | 81.98 | — | |
| pFedMeModel Size=Small2023.03 | 80.76 | 83.78 |