Image Classification on CIFAR10 NID1 (α=0.5)
89.56AccuracyFedHPro
Evaluation results
| Method | Links | |
|---|---|---|
| FedHPro2026.05 | 89.56 | |
| FedGMKDCommunication Protocol=Standard2026.05 | 88.09 | |
| FedSACommunication Protocol=Exchanging both prototypes and model parameters2026.05 | 87.93 | |
| FedRCLCommunication Protocol=Standard2026.05 | 87.76 | |
| FedTGPCommunication Protocol=Exchanging both prototypes and model parameters2026.05 | 87.31 | |
| MOONCommunication Protocol=Standard2026.05 | 86.95 | |
| FedProtoCommunication Protocol=Exchanging both prototypes and model parameters2026.05 | 86.25 | |
| FedAvgCommunication Protocol=Standard2026.05 | 85.6 | |
| FedProxCommunication Protocol=Standard2026.05 | 85.54 |