Image Classification on CIFAR10 NID1_0.5 label/quantity skew
0.8956AccuracyFedHPro
Evaluation Results
| Method | Links | |
|---|---|---|
| FedHPro2026.05 | 0.8956 | |
| FedGMKD2026.05 | 0.8809 | |
| FedSAExchange Protocol=Prototypes and model parameters2026.05 | 0.8793 | |
| FedRCLFL Type=Parameter-based2026.05 | 0.8776 | |
| FedTGPExchange Protocol=Prototypes and model parameters2026.05 | 0.8731 | |
| MOON2026.05 | 0.8695 | |
| FedProtoExchange Protocol=Prototypes and model parameters2026.05 | 0.8625 | |
| FedAvg2026.05 | 0.856 | |
| FedProx2026.05 | 0.8554 |