Client Contribution Estimation Correlation on CIFAR-10 Only Label Skew
0.97Average Pearson CorrelationSpectralFuse
Evaluation Results
| Method | Links | |
|---|---|---|
| SpectralFuseNumber of seeds=52026.04 | 0.97 | |
| SpectralFedNumber of seeds=52026.04 | 0.95 | |
| ShapFedNumber of seeds=52026.04 | 0.89 | |
| CGSVNumber of seeds=52026.04 | 0.88 | |
| FedAvgNumber of seeds=52026.04 | -0.01 |