Image Classification on CIFAR-100 IID p=0.0, τ=0.0
95Targeted Communication CostFedCorr
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FedCorrData partition=IID, Target test accuracy (ζ)=50%, Noise Level (p)=0.0, Noise Setting (τ)=0.02022.04 | 95 | 1 | |
| JointOptData partition=IID, Target test accuracy (ζ)=50%, Noise Level (p)=0.0, Noise Setting (τ)=0.02022.04 | 125 | 1.3 | |
| FedAvgData partition=IID, Target test accuracy (ζ)=50%, Noise Level (p)=0.0, Noise Setting (τ)=0.02022.04 | 135 | 1.4 | |
| ARFLData partition=IID, Target test accuracy (ζ)=50%, Noise Level (p)=0.0, Noise Setting (τ)=0.02022.04 | 150 | 1.6 | |
| ROFLData partition=IID, Target test accuracy (ζ)=50%, Noise Level (p)=0.0, Noise Setting (τ)=0.02022.04 | 380 | 4 | |
| FedProxData partition=IID, Target test accuracy (ζ)=50%, Noise Level (p)=0.0, Noise Setting (τ)=0.02022.04 | 465 | 4.9 |