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Medical Question Answering on MedMCQA (Tau and Speed)

4.3Tau CorrelationEDA (Ours)
0.793121.703562.6143.52444Sep 29, 2025Oct 26, 2025Nov 22, 2025Dec 19, 2025Jan 15, 2026Feb 11, 2026Mar 10, 2026

Evaluation results

MethodLinks
EDA (Ours)Temperature=0, Target Model=Meditron3-Qwen2.5-7B2026.034.32.55
Full-FTTemperature=0, Target Model=Meditron3-Qwen2.5-7B2026.033.972.35
EDA (Base)Temperature=0, Target Model=Meditron3-Qwen2.5-7B2026.033.952.33
LoRATemperature=0, Target Model=Meditron3-Qwen2.5-7B2026.033.852.3
EDA (Ours)Temperature=1, Target Model=Meditron3-Qwen2.5-7B2026.032.851.62
EDA (Base)Temperature=1, Target Model=Meditron3-Qwen2.5-7B2026.032.451.43
Full-FTTemperature=1, Target Model=Meditron3-Qwen2.5-7B2026.032.421.42
LoRATemperature=1, Target Model=Meditron3-Qwen2.5-7B2026.032.351.38
Training-FreeTemperature=0, Target Model=Meditron3-Qwen2.5-7B2026.032.21.47
Training-FreeTemperature=1, Target Model=Meditron3-Qwen2.5-7B2026.031.420.88
Accuracy Rankingn=71, Domain (Format)=Med Knowledge (MCQ)2025.090.944—
IRT(All) Rankingn=71, Domain (Format)=Med Knowledge (MCQ)2025.090.928—
IRT (pr.) Rankingn=71, Domain (Format)=Med Knowledge (MCQ)2025.090.928—