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Medical Knowledge Evaluation on CEVAL Med

91.46AccuracyHPS-CPT
89.556890.050990.54591.0391Dec 25, 2025

Evaluation results

MethodLinks
HPS-CPTBackbone=Qwen3-14B-Base, CPT Strategy=High-PPL Sampling2025.1291.46
DOS-CPTBackbone=Qwen3-14B-Base, CPT Strategy=Distance-to-Optimum Selection2025.1290.44
RS-CPTBackbone=Qwen3-14B-Base, CPT Strategy=Random Data Sampling2025.1290.14
Qwen3-14B-BaseBackbone=Qwen3-14B-Base, CPT Strategy=None2025.1289.86
LPS-CPTBackbone=Qwen3-14B-Base, CPT Strategy=Low-PPL Sampling2025.1289.63