Image Classification on Fashion-MNIST Non-IID Dir(0.5) 2017 (test)
90.79Top-1 AccuracyFedProx
Evaluation results
| Method | Links | |
|---|---|---|
| FedProxScale=1.0×2026.03 | 90.79 | |
| FedNovaScale=1.0×2026.03 | 90.74 | |
| SFedHIFIScale=0.75×2026.03 | 90.41 | |
| SFedHIFIScale=1.0×2026.03 | 90.32 | |
| FedAVGScale=1.0×2026.03 | 89.91 | |
| SFedHIFIScale=0.5×2026.03 | 89.85 | |
| FedNovaScale=0.75×2026.03 | 89.82 | |
| SFedHIFIScale=Avg.2026.03 | 89.82 | |
| FedProxScale=0.75×2026.03 | 89.69 | |
| FedProxScale=Avg.2026.03 | 89.56 | |
| FedProxScale=0.25×2026.03 | 89.21 | |
| FedNovaScale=Avg.2026.03 | 89.2 | |
| SFedHIFIScale=0.25×2026.03 | 88.7 | |
| FedNovaScale=0.25×2026.03 | 88.59 | |
| FedProxScale=0.5×2026.03 | 88.56 | |
| FedAVGScale=0.75×2026.03 | 88.18 | |
| FedNovaScale=0.5×2026.03 | 87.63 | |
| FedAVGScale=Avg.2026.03 | 87.16 | |
| FedAVGScale=0.5×2026.03 | 85.36 | |
| FedAVGScale=0.25×2026.03 | 85.19 |