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Mathematical Reasoning on MATH-500 stratified sample first 100 (test)

57Accuracy (%)DALC-SVD
51.853.1554.555.85Apr 4, 2026

Evaluation results

MethodLinks
DALC-SVDBase Model=Qwen2.5-Instruct, Model Parameters=14B, Sample Size (n)=100, Questions per level=20, N=3, Temperature=0.72026.04571,7700.66
DALC-GSBase Model=Qwen2.5-Instruct, Model Parameters=14B, Sample Size (n)=100, Questions per level=20, N=3, Temperature=0.72026.04571,7970.67
SC (k=5)Base Model=Qwen2.5-Instruct, Model Parameters=14B, Sample Size (n)=100, Questions per level=20, k=52026.04562,6931
SingleBase Model=Qwen2.5-Instruct, Model Parameters=14B, Sample Size (n)=100, Questions per level=202026.0452544—