Image Classification on CIFAR10 (test) (Test accuracy %)
71.12Test Accuracy (%)FedDPSD
Evaluation results
| Method | Links | |
|---|---|---|
| FedDPSDSetup=Federated learning, Data partition=Non-IID (Dirichlet, alpha=0.5), Privacy budget (epsilon)=102026.01 | 71.12 | |
| DENSESetup=Federated learning, Data partition=Non-IID (Dirichlet, alpha=0.5), Privacy budget (epsilon)=102026.01 | 62.19 | |
| FedADISetup=Federated learning, Data partition=Non-IID (Dirichlet, alpha=0.5), Privacy budget (epsilon)=102026.01 | 59.34 | |
| FedDAFLSetup=Federated learning, Data partition=Non-IID (Dirichlet, alpha=0.5), Privacy budget (epsilon)=102026.01 | 58.59 | |
| FedDFSetup=Federated learning, Data partition=Non-IID (Dirichlet, alpha=0.5), Privacy budget (epsilon)=102026.01 | 53.56 | |
| FedAVGSetup=Federated learning, Data partition=Non-IID (Dirichlet, alpha=0.5), Privacy budget (epsilon)=102026.01 | 43.67 |