Image Classification on CIFAR-100 Non-IID Dir(0.5) 2009 (test)
40.01Top-1 AccuracySFedHIFI
Evaluation results
| Method | Links | |
|---|---|---|
| SFedHIFIScale=1.0×2026.03 | 40.01 | |
| SFedHIFIScale=0.75×2026.03 | 39.66 | |
| SFedHIFIScale=Avg.2026.03 | 33 | |
| SFedHIFIScale=0.5×2026.03 | 31.8 | |
| FedNovaScale=1.0×2026.03 | 30.14 | |
| FedAVGScale=1.0×2026.03 | 29.1 | |
| FedProxScale=1.0×2026.03 | 28.63 | |
| FedProxScale=0.75×2026.03 | 27.22 | |
| FedNovaScale=0.75×2026.03 | 25.08 | |
| FedAVGScale=0.75×2026.03 | 23.63 | |
| FedNovaScale=Avg.2026.03 | 21.42 | |
| SFedHIFIScale=0.25×2026.03 | 20.53 | |
| FedProxScale=Avg.2026.03 | 20.07 | |
| FedAVGScale=Avg.2026.03 | 19.39 | |
| FedNovaScale=0.5×2026.03 | 18.27 | |
| FedProxScale=0.5×2026.03 | 17.43 | |
| FedAVGScale=0.5×2026.03 | 16.75 | |
| FedNovaScale=0.25×2026.03 | 12.17 | |
| FedAVGScale=0.25×2026.03 | 8.09 | |
| FedProxScale=0.25×2026.03 | 7.01 |