Medical Question Answering on MedQA USMLE (τ, Speedup)
4.34Kendall's Tau (τ)EDA (Ours)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| EDA (Ours)Temperature=0, Target Model=Meditron3-Qwen2.5-7B2026.03 | 4.34 | 2.55 | |
| Full-FTTemperature=0, Target Model=Meditron3-Qwen2.5-7B2026.03 | 3.97 | 2.28 | |
| EDA (Base)Temperature=0, Target Model=Meditron3-Qwen2.5-7B2026.03 | 3.94 | 2.26 | |
| LoRATemperature=0, Target Model=Meditron3-Qwen2.5-7B2026.03 | 3.9 | 2.25 | |
| EDA (Ours)Temperature=1, Target Model=Meditron3-Qwen2.5-7B2026.03 | 3.12 | 1.75 | |
| Full-FTTemperature=1, Target Model=Meditron3-Qwen2.5-7B2026.03 | 2.65 | 1.52 | |
| EDA (Base)Temperature=1, Target Model=Meditron3-Qwen2.5-7B2026.03 | 2.62 | 1.5 | |
| LoRATemperature=1, Target Model=Meditron3-Qwen2.5-7B2026.03 | 2.6 | 1.5 | |
| Training-FreeTemperature=0, Target Model=Meditron3-Qwen2.5-7B2026.03 | 2.17 | 1.4 | |
| Training-FreeTemperature=1, Target Model=Meditron3-Qwen2.5-7B2026.03 | 1.55 | 0.95 |