Image Classification on CIFAR-10 (test) (Accuracy and Average Accuracy)
94.21AccuracyFedGR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FedGRData Partition=I.I.D, Noise Type=Clean, phi=0.02024.11 | 94.21 | — | |
| FedAvgData Partition=I.I.D, Noise Type=Clean, phi=0.0, U(pmin, pmax)=0.0-0.02024.11 | 92.69 | — | |
| FedProxData Partition=I.I.D, Noise Type=Clean, phi=0.02024.11 | 90.8 | — | |
| FedCorrData Partition=Non.I.I.D-Dirichlet (0.3), Noise Type=Mixed, phi=0.62024.11 | 86.34 | — | |
| FedAvgData Partition=I.I.D, Noise Type=Asym, phi=0.6, U(pmin, pmax)=0.2-0.42024.11 | 85.98 | — | |
| FedGRData Partition=I.I.D, Noise Type=Sym, phi=1.02024.11 | 84.66 | — | |
| FedAvgData Partition=I.I.D, Noise Type=Mixed, phi=0.6, U(pmin, pmax)=0.2-0.42024.11 | 82.98 | — | |
| FedDivData Partition=Non.I.I.D-Dirichlet (0.3), Noise Type=Asym, phi=0.62024.11 | 80.83 | — | |
| FedAvgData Partition=I.I.D, Noise Type=Asym, phi=1.0, U(pmin, pmax)=0.2-0.42024.11 | 73.89 | — | |
| FedAvgData Partition=I.I.D, Noise Type=Mixed, phi=1.0, U(pmin, pmax)=0.2-0.42024.11 | 72.36 | — | |
| FedAvgData Partition=I.I.D, Noise Type=Sym, phi=0.6, U(pmin, pmax)=0.5-1.02024.11 | 70.93 | — | |
| FedFixerData Partition=Non.I.I.D-Dirichlet (0.3), Noise Type=Sym, phi=0.62024.11 | 63.04 | — | |
| FedAvgData Partition=I.I.D, Noise Type=Sym, phi=1.0, U(pmin, pmax)=0.5-1.02024.11 | 32.92 | — | |
| FedAvgData Partition=I.I.D, Summary=Average across noise types2024.11 | — | 73.11 | |
| FedGRData Partition=Non.I.I.D-Dirichlet (0.3), Summary=Average across noise types2024.11 | — | 85 |