name,zero_naive,zero_self_con,zero_cot,zero_cot_self_con,few_naive,few_self_con,few_cot,few_cot_self_con Baichuan-13B-Chat,11.04,31.1,37.4,37.4,14.35,51.10000000000001,36.900000000000006,36.900000000000006 Chatglm2-6B,23.09,31.1,34.3,34.3,30.46,36.0,37.1,37.1 Chatglm3-6B,32.6,,,,28.3,,, Chinese-Alpaca-2-13B,22.69,,,,40.52,,, Chinese-Llama-2-13B,17.98,,,,31.66,,, Devops-Model-14B-Chat,41.04,,,,56.85,,, Ernie-Bot-4.0,45.99,,,,46.0,,, Glm3-Turbo,43.0,,,,,,, Glm4,50.0,,,,,,, Gpt-3.5-Turbo,37.06,,,,39.42,,, Gpt-4,,,,,,,, Internlm-7B,27.81,,,,24.18,,, Internlm2-Chat-20B,44.6,,,,62.2,,, Internlm2-Chat-7B,38.8,,,,46.0,,, Llama-2-13B,25.43,,,,36.56,,, Llama-2-70B-Chat,24.38,,,,44.65,,, Llama-2-7B,24.09,,,,29.94,,, Mistral-7B,1.27,,,,30.72,,, Qwen-14B-Chat,41.71,,,,53.52,,, Qwen-72B-Chat,64.79,,,,70.19,,, Qwen-7B-Chat,36.28,,,,41.58,,, Yi-34B-Chat,64.91,,,,70.85,,, gemma_2b,25.6,,,,19.1,,, gemma_7b,27.3,,,,17.3,,, Qwen1.5-14B-Base,49.1,,,,62.5,,, Qwen1.5-14B-Chat,38.6,,,,54.6,,,