Image Classification on ImageNet Distribution-based label imbalance 10 tasks (beta=0.5)
74.8FAAFed-TaLoRA (block 1-6, w/ MLP)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Fed-TaLoRA (block 1-6, w/ MLP)block selection=block 1-6, MLP=included2025.05 | 74.8 | 80.7 | |
| Fed-TaLoRA (block 1, w/o MLP)block selection=block 1, MLP=excluded2025.05 | 74.6 | 80.6 | |
| Fed-TaLoRA (block 1, w/ MLP)block selection=block 1, MLP=included2025.05 | 74.5 | 80.6 | |
| PILoRA2025.05 | 67.3 | 72.8 |