evaluate/result.csv

,All_Acc,All_F1,All_MCC,C/C++_Acc,C/C++_F1,C/C++_MCC,Java_Acc,Java_F1,Java_MCC,Python_Acc,Python_F1,Python_MCC
codellama-7b,84.31\%,6.14\%,-2.37\%,85.37\%,8.25\%,0.31\%,80.71\%,2.96\%,-7.70\%,84.84\%,3.49\%,-4.34\%
qwen-coder-plus,42.78\%,16.10\%,6.26\%,36.25\%,17.19\%,9.79\%,46.47\%,8.27\%,-14.31\%,60.97\%,21.08\%,22.63\%
qwen-7b,35.36\%,15.29\%,4.30\%,31.55\%,17.33\%,11.32\%,41.71\%,7.30\%,-18.04\%,41.08\%,15.37\%,14.05\%
qwen-0.5b,81.82\%,8.50\%,-1.08\%,82.40\%,9.62\%,0.30\%,79.00\%,4.29\%,-7.24\%,83.13\%,10.22\%,2.53\%
patchouli,94.58\%,56.61\%,55.71\%,93.03\%,44.27\%,42.29\%,98.29\%,89.82\%,89.25\%,95.61\%,40.74\%,49.44\%
patchouli_msg,94.77\%,57.87\%,57.22\%,93.22\%,44.81\%,43.33\%,98.35\%,90.28\%,89.64\%,95.88\%,46.43\%,53.82\%
patchouli_nomsg,94.40\%,55.36\%,54.22\%,92.83\%,43.75\%,41.33\%,98.24\%,89.36\%,88.86\%,95.34\%,34.62\%,44.66\%
dsc-7b,67.99\%,10.28\%,-2.72\%,67.32\%,10.38\%,-2.85\%,69.71\%,6.87\%,-8.29\%,68.31\%,13.48\%,6.04\%
deepseek-chat,36.46\%,16.30\%,7.38\%,37.96\%,17.10\%,9.21\%,35.35\%,19.25\%,9.78\%,32.58\%,9.90\%,-3.32\%
gpt-3.5-turbo,55.14\%,13.73\%,1.12\%,53.03\%,15.49\%,4.27\%,55.82\%,7.40\%,-12.42\%,61.59\%,14.11\%,7.54\%