Global prediction performance on MNIST
97.94AccuracyFedHB-Mixture
Evaluation Results
| Method | Links | |
|---|---|---|
| FedHB-Mixtures=5, f=0.1, τ=12023.05 | 97.94 | |
| FedHB-NIWs=5, f=0.1, τ=12023.05 | 97.81 | |
| FedPops=5, f=0.1, τ=12023.05 | 97.42 | |
| Fed-Proxs=5, f=0.1, τ=12023.05 | 97.38 | |
| FedEMs=5, f=0.1, τ=12023.05 | 97.38 | |
| pFedBayess=5, f=0.1, τ=12023.05 | 97.32 | |
| Fed-BABUs=5, f=0.1, τ=12023.05 | 97.16 | |
| FedBEs=5, f=0.1, τ=12023.05 | 97.16 | |
| Fed-Avgs=5, f=0.1, τ=12023.05 | 97.15 | |
| FedHB-Mixtures=5, f=0.1, τ=52023.05 | 95.68 | |
| FedHB-NIWs=5, f=0.1, τ=52023.05 | 95.51 | |
| FedEMs=5, f=0.1, τ=52023.05 | 95.33 | |
| Fed-Proxs=5, f=0.1, τ=52023.05 | 95.28 | |
| FedBEs=5, f=0.1, τ=52023.05 | 95.11 | |
| FedPops=5, f=0.1, τ=52023.05 | 94.98 | |
| FedPAs=5, f=0.1, τ=52023.05 | 94.87 | |
| Fed-Avgs=5, f=0.1, τ=52023.05 | 94.86 | |
| Fed-BABUs=5, f=0.1, τ=52023.05 | 94.59 | |
| pFedBayess=5, f=0.1, τ=52023.05 | 94.28 | |
| FedPAs=5, f=0.1, τ=12023.05 | 93.38 |