Image Classification on DomainNet (Feature+label non-IID Average)
77.77Top-1 AccCentralized
Evaluation results
| Method | Links | |
|---|---|---|
| CentralizedBackbone=ViT2026.06 | 77.77 | |
| HyperLoRABackbone=ViT2026.06 | 76.11 | |
| LoRA-FAIRBackbone=ViT2026.06 | 74.99 | |
| FLoRABackbone=ViT2026.06 | 74.25 | |
| FlexLoRABackbone=ViT2026.06 | 74.25 | |
| FedITBackbone=ViT2026.06 | 73.89 | |
| FFA-LoRABackbone=ViT2026.06 | 72.82 | |
| CentralizedBackbone=MLP-Mixer2026.06 | 66.64 | |
| HyperLoRABackbone=MLP-Mixer2026.06 | 63.14 | |
| LoRA-FAIRBackbone=MLP-Mixer2026.06 | 62.28 | |
| FlexLoRABackbone=MLP-Mixer2026.06 | 61.2 | |
| FedITBackbone=MLP-Mixer2026.06 | 60.77 | |
| FLoRABackbone=MLP-Mixer2026.06 | 59.62 | |
| FFA-LoRABackbone=MLP-Mixer2026.06 | 52.88 |