Client-level Personalization on CIFAR-100 (SC-Dir(3) Split)
93.4Mean AccuracyHiLoRA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HiLoRA2026.03 | 93.4 | 79.1 | |
| FedALT2026.03 | 91.2 | 76.3 | |
| FedDPA-T2026.03 | 89.5 | 74.5 | |
| PF2LoRA2026.03 | 87.3 | 72.6 | |
| Local-LoRA2026.03 | 86.7 | 60.1 | |
| FedDPA-F2026.03 | 84.1 | 57.4 | |
| FDLoRA2026.03 | 82.8 | 67.3 | |
| FedSA-LoRA2026.03 | 73.4 | 46.2 | |
| FlexLoRA2026.03 | 71.8 | 30.1 | |
| FedIT2026.03 | 57.8 | 31.5 |