Image Classification on FEMNIST (Non-IID 1)
81.12AccuracyFedAvg
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FedAvgModel=ResNet18, Nc=100, FLOPs=9.13 × 10^8, Memory (MB)=45.0902026.03 | 81.12 | 1.66 | |
| FedBNNModel=ResNet18, Nc=100, FLOPs=1.84 × 10^7, Memory (MB)=1.412026.03 | 80.31 | 80.31 | |
| FedMUDModel=ResNet18, Nc=100, FLOPs=9.13 × 10^8, Memory (MB)=45.0902026.03 | 80.11 | 0.76 | |
| FedBATModel=ResNet18, Nc=100, FLOPs=9.13 × 10^8, Memory (MB)=45.0902026.03 | 74.31 | 2.08 |