Image Classification on TinyImageNet (NID1, α=0.2)
45.64AccuracyFedHPro
Evaluation results
| Method | Links | |
|---|---|---|
| FedHPro2026.05 | 45.64 | |
| FedRCLCommunication Protocol=Standard2026.05 | 44.3 | |
| FedSACommunication Protocol=Exchanging both prototypes and model parameters2026.05 | 44.18 | |
| FedGMKDCommunication Protocol=Standard2026.05 | 44.09 | |
| FedTGPCommunication Protocol=Exchanging both prototypes and model parameters2026.05 | 43.92 | |
| MOONCommunication Protocol=Standard2026.05 | 43.22 | |
| FedProtoCommunication Protocol=Exchanging both prototypes and model parameters2026.05 | 42.25 | |
| FedAvgCommunication Protocol=Standard2026.05 | 41.34 | |
| FedProxCommunication Protocol=Standard2026.05 | 41.16 |