Image Classification on Non-IID MNIST alpha=0.5 (test)
96.71AccuracyRI-FedAvg
Evaluation results
| Method | Links | |
|---|---|---|
| RI-FedAvgNumber of Clients=102026.02 | 96.71 | |
| FedDynNumber of Clients=102026.02 | 94.35 | |
| SCAFFOLDNumber of Clients=102026.02 | 92.52 | |
| FedProxNumber of Clients=102026.02 | 91.09 | |
| FedProxNumber of Clients=1002026.02 | 88.63 | |
| FedAvgNumber of Clients=102026.02 | 88.2 | |
| RI-FedAvgNumber of Clients=1002026.02 | 84.16 | |
| FedDynNumber of Clients=1002026.02 | 82.11 | |
| SCAFFOLDNumber of Clients=1002026.02 | 81.22 | |
| DP-FedAvgNumber of Clients=102026.02 | 77.96 | |
| FedAvgNumber of Clients=1002026.02 | 67.83 | |
| DP-FedAvgNumber of Clients=1002026.02 | 51.93 |