Medical Question Answering on MMLU
4.06Tau (τ)EDA (Ours)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| EDA (Ours)Temperature=0, Target Model=Meditron3-Qwen2.5-7B2026.03 | 4.06 | 3.29 | |
| Full-FTTemperature=0, Target Model=Meditron3-Qwen2.5-7B2026.03 | 3.67 | 3.03 | |
| EDA (Base)Temperature=0, Target Model=Meditron3-Qwen2.5-7B2026.03 | 3.66 | 3 | |
| LoRATemperature=0, Target Model=Meditron3-Qwen2.5-7B2026.03 | 3.5 | 2.8 | |
| EDA (Ours)Temperature=1, Target Model=Meditron3-Qwen2.5-7B2026.03 | 3.08 | 1.72 | |
| EDA (Base)Temperature=1, Target Model=Meditron3-Qwen2.5-7B2026.03 | 2.56 | 1.49 | |
| Full-FTTemperature=1, Target Model=Meditron3-Qwen2.5-7B2026.03 | 2.55 | 1.48 | |
| LoRATemperature=1, Target Model=Meditron3-Qwen2.5-7B2026.03 | 2.5 | 1.46 | |
| Training-FreeTemperature=0, Target Model=Meditron3-Qwen2.5-7B2026.03 | 2.33 | 1.49 | |
| Training-FreeTemperature=1, Target Model=Meditron3-Qwen2.5-7B2026.03 | 1.48 | 0.92 |