Medical Question Answering on MedMCQA (Tau and Speed)
4.3Tau CorrelationEDA (Ours)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| EDA (Ours)Temperature=0, Target Model=Meditron3-Qwen2.5-7B2026.03 | 4.3 | 2.55 | |
| 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 | 3.95 | 2.33 | |
| LoRATemperature=0, Target Model=Meditron3-Qwen2.5-7B2026.03 | 3.85 | 2.3 | |
| EDA (Ours)Temperature=1, Target Model=Meditron3-Qwen2.5-7B2026.03 | 2.85 | 1.62 | |
| EDA (Base)Temperature=1, Target Model=Meditron3-Qwen2.5-7B2026.03 | 2.45 | 1.43 | |
| Full-FTTemperature=1, Target Model=Meditron3-Qwen2.5-7B2026.03 | 2.42 | 1.42 | |
| LoRATemperature=1, Target Model=Meditron3-Qwen2.5-7B2026.03 | 2.35 | 1.38 | |
| Training-FreeTemperature=0, Target Model=Meditron3-Qwen2.5-7B2026.03 | 2.2 | 1.47 | |
| Training-FreeTemperature=1, Target Model=Meditron3-Qwen2.5-7B2026.03 | 1.42 | 0.88 | |
| Accuracy Rankingn=71, Domain (Format)=Med Knowledge (MCQ)2025.09 | 0.944 | — | |
| IRT(All) Rankingn=71, Domain (Format)=Med Knowledge (MCQ)2025.09 | 0.928 | — | |
| IRT (pr.) Rankingn=71, Domain (Format)=Med Knowledge (MCQ)2025.09 | 0.928 | — |