Image Classification on CIFAR10 NID1 (α=0.2)
85.98AccuracyFedHPro
Evaluation results
| Method | Links | |
|---|---|---|
| FedHPro2026.05 | 85.98 | |
| FedSACommunication Protocol=Exchanging both prototypes and model parameters2026.05 | 84.27 | |
| FedTGPCommunication Protocol=Exchanging both prototypes and model parameters2026.05 | 84.14 | |
| FedRCLCommunication Protocol=Standard2026.05 | 83.8 | |
| FedGMKDCommunication Protocol=Standard2026.05 | 83.56 | |
| MOONCommunication Protocol=Standard2026.05 | 82.04 | |
| FedProtoCommunication Protocol=Exchanging both prototypes and model parameters2026.05 | 81.61 | |
| FedProxCommunication Protocol=Standard2026.05 | 80.74 | |
| FedAvgCommunication Protocol=Standard2026.05 | 80.59 |