Image Classification on FMNIST ⊥ (PM/GM Metrics)
87.54GM ScorecFedBayes
Evaluation results
| Method | Links | ||
|---|---|---|---|
| cFedBayesModel Size=Large2023.03 | 87.54 | 87.27 | |
| IFCAModel Size=Large2023.03 | 86.34 | — | |
| FedCFLModel Size=Large2023.03 | 86.28 | — | |
| FedAvgModel Size=Large2023.03 | 85.46 | — | |
| FedProxModel Size=Large2023.03 | 85.33 | — | |
| cFedBayesModel Size=Medium2023.03 | 85.27 | 85.14 | |
| pFedBayesModel Size=Large2023.03 | 84.55 | 85.07 | |
| pFedMeModel Size=Large2023.03 | 84.4 | 85.18 | |
| IFCAModel Size=Medium2023.03 | 84.05 | — | |
| pFedBayesModel Size=Medium2023.03 | 83.8 | 83.77 | |
| FedCFLModel Size=Medium2023.03 | 83.2 | — | |
| FedAvgModel Size=Medium2023.03 | 83.03 | — | |
| FedProxModel Size=Medium2023.03 | 83.01 | — | |
| sFedBayesModel Size=Medium2023.03 | 82.87 | 83.62 | |
| FeSEMModel Size=Medium2023.03 | 82.36 | — | |
| sFedBayesModel Size=Large2023.03 | 82.17 | 85.85 | |
| pFedMeModel Size=Medium2023.03 | 82.03 | 82.54 | |
| FeSEMModel Size=Large2023.03 | 81.72 | — | |
| cFedBayesModel Size=Small2023.03 | 81.64 | 81.61 | |
| IFCAModel Size=Small2023.03 | 80.29 | — | |
| sFedBayesModel Size=Small2023.03 | 79.98 | 79.6 | |
| pFedBayesModel Size=Small2023.03 | 79.64 | 79.28 | |
| FedCFLModel Size=Small2023.03 | 78.4 | — | |
| FedProxModel Size=Small2023.03 | 78.37 | — | |
| FedAvgModel Size=Small2023.03 | 78.31 | — | |
| pFedMeModel Size=Small2023.03 | 77.86 | 77.55 | |
| FeSEMModel Size=Small2023.03 | 77.58 | — |