Super-resolution on BreaKHis Scenario 1, x2 (PSNR, SSIM)
42.93PSNROmniFM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OmniFMClient=Client 12026.03 | 42.93 | 97.84 | |
| OmniFMClient=Avg.2026.03 | 42.21 | 96.93 | |
| FedPerClient=Client 12026.03 | 40.24 | 95.37 | |
| FedPerClient=Avg.2026.03 | 39.52 | 95.27 | |
| LocalClient=Client 12026.03 | 36.97 | 91.15 | |
| FedAvgClient=Avg.2026.03 | 35.95 | 95.05 | |
| FedAvgClient=Client 12026.03 | 35.9 | 95.26 | |
| LocalClient=Avg.2026.03 | 35.63 | 92.93 | |
| FedProxClient=Avg.2026.03 | 21.84 | 54.67 | |
| FedProxClient=Client 12026.03 | 20.68 | 54.26 |