Image Classification on CIFAR-10 IID 2009 (test)
92.06Top-1 AccuracySFedHIFI
Evaluation results
| Method | Links | |
|---|---|---|
| SFedHIFIScale=1.0×2026.03 | 92.06 | |
| FedAVGScale=1.0×2026.03 | 92.02 | |
| FedProxScale=1.0×2026.03 | 91.52 | |
| FedAVGScale=0.75×2026.03 | 91.28 | |
| SFedHIFIScale=0.75×2026.03 | 91.14 | |
| FedProxScale=0.75×2026.03 | 91.04 | |
| FedNovaScale=1.0×2026.03 | 90.32 | |
| FedNovaScale=0.75×2026.03 | 90.06 | |
| SFedHIFIScale=0.5×2026.03 | 89.63 | |
| SFedHIFIScale=Avg.2026.03 | 89.62 | |
| FedProxScale=0.5×2026.03 | 89.58 | |
| FedProxScale=Avg.2026.03 | 89.28 | |
| FedAVGScale=Avg.2026.03 | 89.02 | |
| FedNovaScale=0.5×2026.03 | 88.78 | |
| FedNovaScale=Avg.2026.03 | 88.65 | |
| FedAVGScale=0.5×2026.03 | 87.26 | |
| SFedHIFIScale=0.25×2026.03 | 85.64 | |
| FedAVGScale=0.25×2026.03 | 85.52 | |
| FedNovaScale=0.25×2026.03 | 85.43 | |
| FedProxScale=0.25×2026.03 | 84.96 |