Image Classification on CIFAR10 (PM and GM Metrics)
68.95GM ScorecFedBayes
Evaluation results
| Method | Links | ||
|---|---|---|---|
| cFedBayesModel Size=Large2023.03 | 68.95 | 68.86 | |
| FedCFLModel Size=Large2023.03 | 65.07 | — | |
| pFedBayesModel Size=Large2023.03 | 62.95 | 66.43 | |
| sFedBayesModel Size=Large2023.03 | 58.32 | 66.9 | |
| FedAvgModel Size=Large2023.03 | 58.15 | — | |
| FedProxModel Size=Large2023.03 | 57.51 | — | |
| FeSEMModel Size=Large2023.03 | 56.55 | — | |
| cFedBayesModel Size=Medium2023.03 | 55.72 | 55.67 | |
| sFedBayesModel Size=Medium2023.03 | 55.02 | 58.24 | |
| FedCFLModel Size=Medium2023.03 | 53.2 | — | |
| pFedBayesModel Size=Medium2023.03 | 50.71 | 52.88 | |
| FeSEMModel Size=Medium2023.03 | 49.33 | — | |
| pFedMeModel Size=Large2023.03 | 46.96 | 54.02 | |
| IFCAModel Size=Large2023.03 | 44.55 | — | |
| cFedBayesModel Size=Small2023.03 | 44.06 | 44.03 | |
| FedAvgModel Size=Medium2023.03 | 43.53 | — | |
| FedProxModel Size=Medium2023.03 | 43.15 | — | |
| sFedBayesModel Size=Small2023.03 | 42.94 | 45.05 | |
| pFedBayesModel Size=Small2023.03 | 41.13 | 41.53 | |
| FeSEMModel Size=Small2023.03 | 40.87 | — | |
| FedCFLModel Size=Small2023.03 | 39.33 | — | |
| FedAvgModel Size=Small2023.03 | 35.94 | — | |
| FedProxModel Size=Small2023.03 | 35.71 | — | |
| IFCAModel Size=Medium2023.03 | 35.08 | — | |
| pFedMeModel Size=Medium2023.03 | 33.19 | 38.56 | |
| IFCAModel Size=Small2023.03 | 30.27 | — | |
| pFedMeModel Size=Small2023.03 | 30.07 | 33.86 |