Image Classification on CIFAR-100 IID 2009 (test)
47.84Top-1 AccuracySFedHIFI
Evaluation results
| Method | Links | |
|---|---|---|
| SFedHIFIScale=1.0×2026.03 | 47.84 | |
| FedNovaScale=1.0×2026.03 | 47.75 | |
| FedProxScale=1.0×2026.03 | 47.64 | |
| FedAVGScale=1.0×2026.03 | 47.61 | |
| SFedHIFIScale=0.75×2026.03 | 43.94 | |
| FedNovaScale=0.75×2026.03 | 43.76 | |
| FedProxScale=0.75×2026.03 | 43.55 | |
| FedAVGScale=0.75×2026.03 | 43.27 | |
| SFedHIFIScale=Avg.2026.03 | 39.2 | |
| FedNovaScale=Avg.2026.03 | 39.08 | |
| FedProxScale=Avg.2026.03 | 38.95 | |
| FedAVGScale=Avg.2026.03 | 38.7 | |
| SFedHIFIScale=0.5×2026.03 | 37.96 | |
| FedProxScale=0.5×2026.03 | 37.61 | |
| FedNovaScale=0.5×2026.03 | 37.55 | |
| FedAVGScale=0.5×2026.03 | 37.02 | |
| FedNovaScale=0.25×2026.03 | 27.25 | |
| SFedHIFIScale=0.25×2026.03 | 27.06 | |
| FedProxScale=0.25×2026.03 | 27.01 | |
| FedAVGScale=0.25×2026.03 | 26.88 |