Image Classification on CIFAR-10 FedAvg with 50 clients, beta=0.5 non-IID (test)
78.28AccuracyOnDev-LCT-8/1
Evaluation results
| Method | Links | |
|---|---|---|
| OnDev-LCT-8/1#Params=0.91M2024.01 | 78.28 | |
| OnDev-LCT-2/1#Params=0.31M2024.01 | 78.2 | |
| OnDev-LCT-4/1#Params=0.51M2024.01 | 77.68 | |
| OnDev-LCT-1/1#Params=0.21M2024.01 | 76.93 | |
| CCT-4/2#Params=0.48M2024.01 | 69.82 | |
| CCT-2/2#Params=0.28M2024.01 | 68.87 | |
| Hybrid Vision Transformer (ViT)#Params=0.75M2024.01 | 65.7 | |
| Hybrid Vision Performer (ViP)#Params=0.76M2024.01 | 65.53 | |
| Hybrid Vision Nyströformer (ViN)#Params=0.76M2024.01 | 63.81 | |
| Hybrid Vision Linformer (ViL)#Params=0.95M2024.01 | 49.01 | |
| MobileViTv2-0.5#Params=1.13M2024.01 | 48.95 | |
| MobileViT-XXS#Params=0.94M2024.01 | 45.91 | |
| EdgeNeXt-XXS#Params=1.17M2024.01 | 45.24 |