Image Classification on FMNIST (IID)
92.24AccuracyFedAvg
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FedAvgModel=CNN4, Nc=100, FLOPs=2.02 × 10^7, Memory (MB)=1.56352026.03 | 92.24 | 53.42 | |
| FedMUDModel=CNN4, Nc=100, FLOPs=2.02 × 10^7, Memory (MB)=1.62912026.03 | 89.6 | 63.2 | |
| FedBATModel=CNN4, Nc=100, FLOPs=2.02 × 10^7, Memory (MB)=1.56352026.03 | 89.12 | 14.34 | |
| FedBNNModel=CNN4, Nc=100, FLOPs=3.48 × 10^5, Memory (MB)=0.04892026.03 | 88.46 | 88.46 |