Image Classification on FMNIST (Accuracy)
92.54AccuracyFedHB-Mixture
Evaluation results
| Method | Links | |
|---|---|---|
| FedHB-Mixtures=5, f=0.1, tau=1, Evaluation Protocol=Personalisation2023.05 | 92.54 | |
| FedHB-NIWs=5, f=0.1, tau=1, Evaluation Protocol=Personalisation2023.05 | 92.48 | |
| FedEMs=5, f=0.1, tau=1, Evaluation Protocol=Personalisation2023.05 | 92.1 | |
| FedPAs=5, f=0.1, tau=1, Evaluation Protocol=Personalisation2023.05 | 91.6 | |
| FedPops=5, f=0.1, tau=1, Evaluation Protocol=Personalisation2023.05 | 91.14 | |
| Fed-BABUs=5, f=0.1, tau=1, Evaluation Protocol=Personalisation2023.05 | 91.03 | |
| Fed-Proxs=5, f=0.1, tau=1, Evaluation Protocol=Personalisation2023.05 | 90.72 | |
| Fed-Avgs=5, f=0.1, tau=1, Evaluation Protocol=Personalisation2023.05 | 90.59 | |
| pFedBayess=5, f=0.1, tau=1, Evaluation Protocol=Personalisation2023.05 | 90.31 | |
| FedBEs=5, f=0.1, tau=1, Evaluation Protocol=Personalisation2023.05 | 89.96 | |
| FedHB-NIWs=5, f=0.1, tau=5, Evaluation Protocol=Personalisation2023.05 | 89.91 | |
| FedEMs=5, f=0.1, tau=5, Evaluation Protocol=Personalisation2023.05 | 89.65 | |
| FedHB-Mixtures=5, f=0.1, tau=5, Evaluation Protocol=Personalisation2023.05 | 89.53 | |
| Fed-BABUs=5, f=0.1, tau=5, Evaluation Protocol=Personalisation2023.05 | 89.02 | |
| FedPAs=5, f=0.1, tau=5, Evaluation Protocol=Personalisation2023.05 | 88.76 | |
| Fed-Proxs=5, f=0.1, tau=5, Evaluation Protocol=Personalisation2023.05 | 87.35 | |
| Fed-Avgs=5, f=0.1, tau=5, Evaluation Protocol=Personalisation2023.05 | 86.85 | |
| FedPops=5, f=0.1, tau=5, Evaluation Protocol=Personalisation2023.05 | 86.4 | |
| pFedBayess=5, f=0.1, tau=5, Evaluation Protocol=Personalisation2023.05 | 86.38 | |
| FedBEs=5, f=0.1, tau=5, Evaluation Protocol=Personalisation2023.05 | 85 |