Classification on CIFAR-10 homogeneous client partitions
80.57AccuracyMP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MPProtocol=Centralized2026.05 | 80.57 | 3.42 | |
| FMPProtocol=Federated2026.05 | 78.91 | 5.72 | |
| ANNProtocol=Centralized2026.05 | 78.63 | 7.29 | |
| BNNProtocol=Centralized2026.05 | 78.36 | 5.93 | |
| CFMPProtocol=Federated2026.05 | 77.4 | 14.22 | |
| CANNProtocol=Federated2026.05 | 74.06 | 21.3 | |
| CBNNProtocol=Federated2026.05 | 73.57 | 16.06 | |
| LMPProtocol=Local2026.05 | 68.96 | 10.53 | |
| LANNProtocol=Local2026.05 | 57.43 | 8.45 | |
| LBNNProtocol=Local2026.05 | 55.95 | 8.2 |