Image Classification on FEMNIST (IID)
80.24AccuracyFedAvg
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FedAvgModel=ResNet18, Nc=100, FLOPs=9.13 × 10^8, Memory (MB)=45.0902026.03 | 80.24 | 2.08 | |
| FedBNNModel=ResNet18, Nc=100, FLOPs=1.84 × 10^7, Memory (MB)=1.412026.03 | 79.73 | 79.73 | |
| FedMUDModel=ResNet18, Nc=100, FLOPs=9.13 × 10^8, Memory (MB)=45.0902026.03 | 78.79 | 25.74 | |
| FedBATModel=ResNet18, Nc=100, FLOPs=9.13 × 10^8, Memory (MB)=45.0902026.03 | 76.44 | 0.38 |