name,zero_naive,zero_self_con,zero_cot,zero_cot_self_con,few_naive,few_self_con,few_cot,few_cot_self_con Chatglm3-6B,60.0,60.0,60.0,60.0,55.0,55.0,60.0,60.0 Internlm2-Chat-20B,62.5,62.5,,,75.0,75.0,, Internlm2-Chat-7B,65.0,65.0,67.5,67.5,75.0,75.0,57.5,57.5 gemma_2b,22.5,22.5,47.5,47.5,30.0,30.0,37.5,37.5 gemma_7b,32.5,32.5,65.0,65.0,35.0,35.0,65.0,65.0 Qwen1.5-14B-Base,67.5,67.5,70.0,70.0,72.5,72.5,50.0,50.0 Qwen1.5-14B-Chat,67.5,67.5,70.0,70.0,72.5,65.0,77.5,77.5