Image Classification on Fashion-MNIST IID 2017 (test)
92.43Top-1 AccuracySFedHIFI
Evaluation results
| Method | Links | |
|---|---|---|
| SFedHIFIScale=1.0×2026.03 | 92.43 | |
| SFedHIFIScale=0.5×2026.03 | 92.38 | |
| SFedHIFIScale=Avg.2026.03 | 92.08 | |
| SFedHIFIScale=0.75×2026.03 | 92.03 | |
| FedAVGScale=0.75×2026.03 | 91.47 | |
| SFedHIFIScale=0.25×2026.03 | 91.46 | |
| FedAVGScale=1.0×2026.03 | 91.17 | |
| FedAVGScale=0.5×2026.03 | 91.12 | |
| FedAVGScale=Avg.2026.03 | 91.06 | |
| FedProxScale=1.0×2026.03 | 90.53 | |
| FedAVGScale=0.25×2026.03 | 90.5 | |
| FedNovaScale=1.0×2026.03 | 90.2 | |
| FedProxScale=Avg.2026.03 | 89.97 | |
| FedProxScale=0.75×2026.03 | 89.68 | |
| FedProxScale=0.5×2026.03 | 89.56 | |
| FedProxScale=0.25×2026.03 | 89.1 | |
| FedNovaScale=0.25×2026.03 | 88.48 | |
| FedNovaScale=0.5×2026.03 | 84.85 | |
| FedNovaScale=Avg.2026.03 | 84.31 | |
| FedNovaScale=0.75×2026.03 | 73.7 |