Image Classification on FEMNIST (Non-IID 2)
80.32AccuracyFedAvg
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FedAvgModel=ResNet18, Nc=100, FLOPs=9.13 × 10^8, Memory (MB)=45.0902026.03 | 80.32 | 1.62 | |
| FedBNNModel=ResNet18, Nc=100, FLOPs=1.84 × 10^7, Memory (MB)=1.412026.03 | 79.13 | 79.13 | |
| FedBATModel=ResNet18, Nc=100, FLOPs=9.13 × 10^8, Memory (MB)=45.0902026.03 | 78.41 | 2.4 | |
| FedMUDModel=ResNet18, Nc=100, FLOPs=9.13 × 10^8, Memory (MB)=45.0902026.03 | 76.68 | 0.8 |