Global Prediction on CIFAR-100 original uncorrupted (train)
41.64AccuracyFedHB-NIW
Evaluation results
| Method | Links | |
|---|---|---|
| FedHB-NIWs=50, f=1.0, τ=12023.05 | 41.64 | |
| FedHB-NIWs=100, f=0.1, τ=12023.05 | 41.55 | |
| FedHB-NIWs=100, f=1.0, τ=12023.05 | 41.32 | |
| FedHB-NIWs=50, f=0.1, τ=12023.05 | 41.04 | |
| FedHB-Mixtures=50, f=1.0, τ=12023.05 | 38.54 | |
| pFedBayess=50, f=1.0, τ=12023.05 | 38.39 | |
| FedHB-Mixtures=100, f=1.0, τ=12023.05 | 38.35 | |
| pFedBayess=100, f=1.0, τ=12023.05 | 37.37 | |
| Fed-Proxs=50, f=1.0, τ=12023.05 | 37.13 | |
| FedHB-Mixtures=100, f=0.1, τ=12023.05 | 36.99 | |
| FedHB-Mixtures=50, f=0.1, τ=12023.05 | 36.41 | |
| Fed-Proxs=50, f=0.1, τ=12023.05 | 36.37 | |
| Fed-Avgs=100, f=1.0, τ=12023.05 | 36.34 | |
| Fed-Proxs=100, f=1.0, τ=12023.05 | 36.32 | |
| Fed-BABUs=50, f=1.0, τ=12023.05 | 36.09 | |
| pFedBayess=100, f=0.1, τ=12023.05 | 35.78 | |
| Fed-Avgs=50, f=1.0, τ=12023.05 | 35.78 | |
| pFedBayess=50, f=0.1, τ=12023.05 | 35.68 | |
| Fed-BABUs=100, f=1.0, τ=12023.05 | 35.58 | |
| Fed-Proxs=100, f=0.1, τ=12023.05 | 35.44 | |
| Fed-BABUs=50, f=0.1, τ=12023.05 | 35.44 | |
| Fed-BABUs=100, f=0.1, τ=12023.05 | 34.76 | |
| Fed-Avgs=100, f=0.1, τ=12023.05 | 34.4 | |
| Fed-Avgs=50, f=0.1, τ=12023.05 | 34.13 | |
| FedHB-NIWs=50, f=0.1, τ=42023.05 | 32.29 | |
| FedHB-NIWs=50, f=1.0, τ=42023.05 | 32.17 | |
| FedHB-Mixtures=50, f=0.1, τ=42023.05 | 31.5 | |
| FedHB-NIWs=100, f=0.1, τ=42023.05 | 30.84 | |
| FedHB-Mixtures=50, f=1.0, τ=42023.05 | 30.68 | |
| FedHB-NIWs=100, f=1.0, τ=42023.05 | 30.67 | |
| FedHB-Mixtures=100, f=0.1, τ=42023.05 | 30.6 | |
| Fed-Avgs=50, f=1.0, τ=42023.05 | 30.45 | |
| FedHB-Mixtures=100, f=1.0, τ=42023.05 | 30.4 | |
| Fed-Avgs=100, f=1.0, τ=42023.05 | 30.31 | |
| pFedBayess=50, f=0.1, τ=42023.05 | 30.1 | |
| pFedBayess=50, f=1.0, τ=42023.05 | 29.74 | |
| Fed-BABUs=50, f=0.1, τ=42023.05 | 29.68 | |
| Fed-BABUs=50, f=1.0, τ=42023.05 | 29.28 | |
| Fed-Avgs=100, f=0.1, τ=42023.05 | 29.24 | |
| Fed-Proxs=50, f=0.1, τ=42023.05 | 29.2 | |
| Fed-Avgs=50, f=0.1, τ=42023.05 | 29.19 | |
| pFedBayess=100, f=1.0, τ=42023.05 | 29.14 | |
| pFedBayess=100, f=0.1, τ=42023.05 | 29.12 | |
| Fed-Proxs=50, f=1.0, τ=42023.05 | 28.73 | |
| Fed-BABUs=100, f=1.0, τ=42023.05 | 28.6 | |
| Fed-BABUs=100, f=0.1, τ=42023.05 | 28.31 | |
| Fed-Proxs=100, f=0.1, τ=42023.05 | 28.09 | |
| Fed-Proxs=100, f=1.0, τ=42023.05 | 27.95 |