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Medical Reasoning on Lancet

63.3AccuracyEmbedding Diversity
59.6660.60561.5562.495Jun 25, 2026

Evaluation results

MethodLinks
Embedding DiversityModel=Qwen2.5-7B-Instruct, Training=Finetuning, Sample size=1000 examples2026.0663.3
S2LModel=Qwen2.5-7B-Instruct, Training=Finetuning, Sample size=1000 examples2026.0662.6
Middle PerplexityModel=Qwen2.5-7B-Instruct, Training=Finetuning, Sample size=1000 examples2026.0661.4
OursModel=Qwen2.5-7B-Instruct, Training=Finetuning, Sample size=1000 examples2026.0661.4
RandomModel=Qwen2.5-7B-Instruct, Training=Finetuning, Sample size=1000 examples2026.0661.2
m1kModel=Qwen2.5-7B-Instruct, Training=Finetuning, Sample size=1000 examples2026.0660.4
LearnabilityModel=Qwen2.5-7B-Instruct, Training=Finetuning, Sample size=1000 examples2026.0659.8