Image Classification on Tiny-ImageNet (Non-IID 1)
52.62AccuracyFedAvg
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FedAvgModel=ResNet18, Nc=100, FLOPs=4.44 × 10^9, Memory (MB)=45.0902026.03 | 52.62 | 0.52 | |
| FedMUDModel=ResNet18, Nc=100, FLOPs=4.44 × 10^9, Memory (MB)=45.0902026.03 | 44.16 | 12.8 | |
| FedBNNModel=ResNet18, Nc=100, FLOPs=9.05 × 10^7, Memory (MB)=1.412026.03 | 43 | 43 | |
| FedBATModel=ResNet18, Nc=100, FLOPs=4.44 × 10^9, Memory (MB)=45.0902026.03 | 32.12 | 0.48 |