Medical Question Answering on Medical Benchmarks Suite (CMB, CMExam, MedQA, MedMCQA)
0.98Macro DeltaBiRG-LoRA
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| BiRG-LoRAComparison Baseline=DoRA2026.06 | 0.98 | 0.39 | 0.0007 | 0.27 | -0.09 | 0.1552 | |
| BiRG-LoRAComparison Baseline=rank-wise control2026.06 | 0.91 | 0.43 | 0.0001 | 0.4 | 0.11 | 0.0085 | |
| BiRG-LoRAComparison Baseline=MoELoRA2026.06 | 0.89 | 0.42 | 0.0001 | 0.76 | 0.38 | 0.0001 | |
| BiRG-LoRAComparison Baseline=LoRA r162026.06 | 0.83 | 0.33 | 0.0007 | 0.33 | 0.01 | 0.0462 | |
| BiRG-LoRAComparison Baseline=LoRA r42026.06 | 0.83 | 0.28 | 0.0014 | 0.53 | 0.19 | 0.0026 | |
| BiRG-LoRAComparison Baseline=LoRA r242026.06 | 0.73 | 0.19 | 0.0046 | 0.44 | 0.08 | 0.0179 |