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Medical Reasoning on NEJM

60.8AccuracyOurs
57.6858.4959.360.11Jun 25, 2026

Evaluation results

MethodLinks
OursModel=Qwen2.5-7B-Instruct, Training=Finetuning, Sample size=1000 examples2026.0660.8
m1kModel=Qwen2.5-7B-Instruct, Training=Finetuning, Sample size=1000 examples2026.0660.8
S2LModel=Qwen2.5-7B-Instruct, Training=Finetuning, Sample size=1000 examples2026.0659.5
RandomModel=Qwen2.5-7B-Instruct, Training=Finetuning, Sample size=1000 examples2026.0658.9
Embedding DiversityModel=Qwen2.5-7B-Instruct, Training=Finetuning, Sample size=1000 examples2026.0658.5
LearnabilityModel=Qwen2.5-7B-Instruct, Training=Finetuning, Sample size=1000 examples2026.0657.8
Middle PerplexityModel=Qwen2.5-7B-Instruct, Training=Finetuning, Sample size=1000 examples2026.0657.8