Image Classification on MNIST-FMNIST
91.72GMFedCFL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FedCFLModel Size=Large2023.03 | 91.72 | — | |
| cFedBayesModel Size=Large2023.03 | 90.62 | 93.22 | |
| pFedBayesModel Size=Large2023.03 | 90.27 | 92.41 | |
| FedAvgModel Size=Large2023.03 | 89.33 | — | |
| FedProxModel Size=Large2023.03 | 89.2 | — | |
| FedCFLModel Size=Medium2023.03 | 88.95 | — | |
| cFedBayesModel Size=Medium2023.03 | 88.77 | 90.62 | |
| FeSEMModel Size=Large2023.03 | 88.58 | — | |
| sFedBayesModel Size=Medium2023.03 | 88.56 | 90.49 | |
| pFedBayesModel Size=Medium2023.03 | 88.2 | 90.22 | |
| sFedBayesModel Size=Large2023.03 | 87.69 | 92.44 | |
| FedProxModel Size=Medium2023.03 | 87.02 | — | |
| pFedMeModel Size=Large2023.03 | 87.02 | 90.24 | |
| FedAvgModel Size=Medium2023.03 | 87 | — | |
| FeSEMModel Size=Medium2023.03 | 86.89 | — | |
| cFedBayesModel Size=Small2023.03 | 84.81 | 85.25 | |
| pFedMeModel Size=Medium2023.03 | 84.63 | 87.77 | |
| sFedBayesModel Size=Small2023.03 | 84.61 | 85.6 | |
| pFedBayesModel Size=Small2023.03 | 84.13 | 83.75 | |
| FeSEMModel Size=Small2023.03 | 81.83 | — | |
| FedProxModel Size=Small2023.03 | 81.49 | — | |
| FedAvgModel Size=Small2023.03 | 81.41 | — | |
| pFedMeModel Size=Small2023.03 | 80.68 | 82.95 | |
| FedCFLModel Size=Small2023.03 | 79.87 | — | |
| IFCAModel Size=Large2023.03 | 75.34 | — | |
| IFCAModel Size=Medium2023.03 | 68.85 | — | |
| IFCAModel Size=Small2023.03 | 63.25 | — |