Medical Question Answering on MedQA (Tau and Speedup)
4.32Tau (τ)EDA (Ours)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| EDA (Ours)Temperature=0, Target Model=Meditron3-Qwen2.5-7B2026.03 | 4.32 | 2.51 | |
| Full-FTTemperature=0, Target Model=Meditron3-Qwen2.5-7B2026.03 | 3.97 | 2.35 | |
| EDA (Base)Temperature=0, Target Model=Meditron3-Qwen2.5-7B2026.03 | 3.96 | 2.34 | |
| LoRATemperature=0, Target Model=Meditron3-Qwen2.5-7B2026.03 | 3.92 | 2.28 | |
| EDA (Ours)Temperature=1, Target Model=Meditron3-Qwen2.5-7B2026.03 | 3.25 | 1.82 | |
| Full-FTTemperature=1, Target Model=Meditron3-Qwen2.5-7B2026.03 | 2.72 | 1.56 | |
| EDA (Base)Temperature=1, Target Model=Meditron3-Qwen2.5-7B2026.03 | 2.7 | 1.55 | |
| LoRATemperature=1, Target Model=Meditron3-Qwen2.5-7B2026.03 | 2.68 | 1.52 | |
| Training-FreeTemperature=0, Target Model=Meditron3-Qwen2.5-7B2026.03 | 2.14 | 1.29 | |
| Training-FreeTemperature=1, Target Model=Meditron3-Qwen2.5-7B2026.03 | 1.62 | 1.02 |