Client-level Personalization on CIFAR-100 GL-Dir(0.3)
84.6Mean AccuracyHiLoRA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HiLoRA2026.03 | 84.6 | 76.3 | |
| FlexLoRA2026.03 | 81.8 | 69.5 | |
| FedDPA-F2026.03 | 81.1 | 74.3 | |
| FedALT2026.03 | 80.9 | 69.5 | |
| FedDPA-T2026.03 | 80.3 | 72.6 | |
| FDLoRA2026.03 | 80.2 | 73.1 | |
| PF2LoRA2026.03 | 79.3 | 71.4 | |
| FedSA-LoRA2026.03 | 78.6 | 69.3 | |
| FedIT2026.03 | 77.2 | 71.1 | |
| Local-LoRA2026.03 | 69.1 | 57.9 |