Image Classification on CIFAR-100 IID (p=0.4, τ=0.5)
140Targeted Communication CostFedCorr
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FedCorrData partition=IID, Target test accuracy (ζ)=50%, Noise Level (p)=0.4, Noise Setting (τ)=0.52022.04 | 140 | 1 | |
| FedAvgData partition=IID, Target test accuracy (ζ)=50%, Noise Level (p)=0.4, Noise Setting (τ)=0.52022.04 | 210 | 1.5 | |
| JointOptData partition=IID, Target test accuracy (ζ)=50%, Noise Level (p)=0.4, Noise Setting (τ)=0.52022.04 | 210 | 1.5 | |
| ARFLData partition=IID, Target test accuracy (ζ)=50%, Noise Level (p)=0.4, Noise Setting (τ)=0.52022.04 | 265 | 1.9 | |
| FedProxData partition=IID, Target test accuracy (ζ)=50%, Noise Level (p)=0.4, Noise Setting (τ)=0.52022.04 | 705 | 5 | |
| ROFLData partition=IID, Target test accuracy (ζ)=50%, Noise Level (p)=0.4, Noise Setting (τ)=0.52022.04 | 2,350 | 16.8 |