name,zero_naive,zero_self_con,zero_cot,zero_cot_self_con,few_naive,few_self_con,few_cot,few_cot_self_con GPT-3.5-turbo,87.03703703703704,84.11680851851852,88.39286,89.28571,86.11111111111111,83.65384615555556,86.60714286,88.39285714 GPT-4,87.03703703703704,87.03703703703704,,,87.03703703703704,87.03703703703704,, Gemma-2B,,26.49573,62.5,62.5,,58.97435897,75.0,75.0 Gemma-7B,,77.77778,75.89286,75.89286,,76.06837607,, Qwen1.5-0.5B-Base,,65.17857,75.0,75.0,,56.25,57.14285714,57.14285714 Qwen1.5-0.5B-Chat,,0.0,54.46429,53.57143,,19.64285714,16.96428571,17.85714286 Qwen1.5-1.8B-Base,,71.42857,71.42857,71.42857,,70.53571429,80.35714286,80.35714286 Qwen1.5-1.8B-Chat,,69.64286,67.85714,77.67857,,66.07142857,68.75,75.0 Qwen1.5-14B-Base,,76.92308,,,,78.63247863,83.03571429,83.03571429 Qwen1.5-14B-Chat,,23.21429,,,,78.57142857,80.35714286,83.92857143 JIUTIAN-75B-net,82.4074074074074,82.4074074074074,87.96296296296296,87.96296296296296,84.25925925925925,84.25925925925925,87.96296296296296,87.96296296296296 Deepseek-R1-Distill-Llama-8B,37.03703703703704,37.03703703703704,41.2037037037037,41.2037037037037,22.685185185185187,22.685185185185187,31.01851851851852,31.01851851851852 Deepseek-R1-Distill-Qwen-1.5B,37.03703703703704,37.03703703703704,27.77777777777778,27.77777777777778,15.74074074074074,15.74074074074074,30.09259259259259,30.09259259259259 Deepseek-R1-Distill-Qwen-14B,69.44444444444444,69.44444444444444,,,19.90740740740741,19.90740740740741,, Deepseek-R1-Distill-Qwen-32B,66.2037037037037,66.2037037037037,,,21.75925925925926,21.75925925925926,, Deepseek-R1-Distill-Qwen-7B,22.685185185185187,22.685185185185187,37.5,37.5,21.296296296296298,21.296296296296298,31.944444444444443,31.944444444444443