Skin Lesion Classification on HAM10000 NID1_0.5 label/quantity skew
52.79AccuracyFedHPro
Evaluation Results
| Method | Links | |
|---|---|---|
| FedHPro2026.05 | 52.79 | |
| FedSAExchange Protocol=Prototypes and model parameters2026.05 | 51.28 | |
| FedRCLFL Type=Parameter-based2026.05 | 51.1 | |
| FedTGPExchange Protocol=Prototypes and model parameters2026.05 | 50.77 | |
| FedGMKD2026.05 | 50.49 | |
| MOON2026.05 | 50.24 | |
| FedProtoExchange Protocol=Prototypes and model parameters2026.05 | 49.7 | |
| FedAvg2026.05 | 48.68 | |
| FedProx2026.05 | 48.55 |