Client-level Personalization on CIFAR-100 Patho(10)
94.1Mean AccuracyHiLoRA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HiLoRA2026.03 | 94.1 | 82.3 | |
| FedALT2026.03 | 92.9 | 80.1 | |
| FedDPA-T2026.03 | 92.8 | 81.8 | |
| PF2LoRA2026.03 | 91.6 | 79.4 | |
| FedDPA-F2026.03 | 90.5 | 70.1 | |
| FDLoRA2026.03 | 87.1 | 77.4 | |
| FedIT2026.03 | 86.9 | 76.6 | |
| FlexLoRA2026.03 | 86.2 | 77.5 | |
| FedSA-LoRA2026.03 | 86 | 63.8 | |
| Local-LoRA2026.03 | 84.4 | 57.7 |