Image Classification on MNIST (test) (Accuracy Statistics)
98.12Mean AccuracyFOFedAvg
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| FOFedAvgData Distribution=IID2026.02 | 98.12 | 0.0016 | 0.04 | |
| MOONData Distribution=IID2026.02 | 95.77 | 0.0017 | 0.0412 | |
| SCAFFOLDData Distribution=IID2026.02 | 93.44 | 0.0003 | 0.0171 | |
| SparseSecAggData Distribution=IID2026.02 | 93.11 | 0.0025 | 0.0176 | |
| FedAdamData Distribution=IID2026.02 | 92.78 | 0.008 | 0.0894 | |
| DPSGDData Distribution=IID2026.02 | 89.61 | 0.0029 | 0.0169 | |
| FedAvgData Distribution=IID2026.02 | 89.53 | 0.0228 | 0.151 | |
| FedNovaData Distribution=IID2026.02 | 89.52 | 0.0228 | 0.151 | |
| FedProxData Distribution=IID2026.02 | 89.49 | 0.023 | 0.1517 | |
| FedBMData Distribution=IID2026.02 | 80.2 | 0.0021 | 0.0181 | |
| FDSEData Distribution=IID2026.02 | 79.5 | 0.0018 | 0.0151 |