shots,model,run,accuracy,precision,recall,f1,ratio_valid_classifications
0,Qwen2-7B-Instruct,Qwen/Qwen2-7B-Instruct/shots-00,0.683,0.7493103872717293,0.683,0.710140098232232,0.9996666666666667
5,Qwen2-7B-Instruct,Qwen/Qwen2-7B-Instruct/shots-05,0.357,0.7558028637770273,0.357,0.4365296526050415,0.997
10,Qwen2-7B-Instruct,Qwen/Qwen2-7B-Instruct/shots-10,0.5593333333333333,0.7492096614172068,0.5593333333333333,0.5991418028711349,0.99
20,Qwen2-7B-Instruct,Qwen/Qwen2-7B-Instruct/shots-20,0.5686666666666667,0.7520662661534714,0.5686666666666667,0.606675877273536,0.9976666666666667
30,Qwen2-7B-Instruct,Qwen/Qwen2-7B-Instruct/shots-30,0.658,0.7560839971561838,0.658,0.6783328633107383,0.9886666666666667
40,Qwen2-7B-Instruct,Qwen/Qwen2-7B-Instruct/shots-40,0.685,0.748405672861726,0.685,0.6925462636609232,0.991
50,Qwen2-7B-Instruct,Qwen/Qwen2-7B-Instruct/shots-50,0.6303333333333333,0.7557444295881455,0.6303333333333333,0.6534318328499943,0.983