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Medical Knowledge Evaluation on CMMLU Med

86.89AccuracyLPS-CPT
86.359686.497386.63586.7727Dec 25, 2025

Evaluation results

MethodLinks
LPS-CPTBackbone=Qwen3-14B-Base, CPT Strategy=Low-PPL Sampling2025.1286.89
RS-CPTBackbone=Qwen3-14B-Base, CPT Strategy=Random Data Sampling2025.1286.78
Qwen3-14B-BaseBackbone=Qwen3-14B-Base, CPT Strategy=None2025.1286.68
HPS-CPTBackbone=Qwen3-14B-Base, CPT Strategy=High-PPL Sampling2025.1286.58
DOS-CPTBackbone=Qwen3-14B-Base, CPT Strategy=Distance-to-Optimum Selection2025.1286.38