Image Classification on FEMNIST C=10 original (test)
82.4AccuracyDIST-FL
Evaluation results
| Method | Links | |
|---|---|---|
| DIST-FLAttacks=Reduced participants2026.06 | 82.4 | |
| OnDev-LCT-8/1#Params=0.91M2024.01 | 82.02 | |
| OnDev-LCT-4/1#Params=0.51M2024.01 | 81.84 | |
| DIST-FLAttacks=Biased participants2026.06 | 81.6 | |
| OnDev-LCT-2/1#Params=0.31M2024.01 | 81.43 | |
| Hybrid Vision Nyströformer (ViN)#Params=0.76M2024.01 | 81.31 | |
| CCT-4/2#Params=0.48M2024.01 | 81.28 | |
| CCT-2/2#Params=0.28M2024.01 | 80.71 | |
| OnDev-LCT-1/1#Params=0.21M2024.01 | 80.68 | |
| Hybrid Vision Performer (ViP)#Params=0.76M2024.01 | 80.37 | |
| Hybrid Vision Transformer (ViT)#Params=0.75M2024.01 | 80.25 | |
| Hybrid Vision Linformer (ViL)#Params=0.95M2024.01 | 76.65 | |
| MobileViTv2-0.5#Params=1.13M2024.01 | 75.64 | |
| MobileViT-XXS#Params=0.94M2024.01 | 75.37 | |
| Single-TEEAttacks=Reduced participants2026.06 | 74 | |
| EdgeNeXt-XXS#Params=1.17M2024.01 | 63.65 | |
| Single-TEEAttacks=Biased participants2026.06 | 15.2 |