Download seed 1/2/3/4 etc ,copy and paste them under .../Github/GPT4reasoning/ modify based on your folder and your own replicate api and then run generatetext.py generatetext.py can take several hours. After that, txt files will be generated with the images. Then, run gpt4.py, also modify the file based on your info. Lastly, run ioulist.py for getting certain scene's ioulist, run visual-each.py for individual scene's auc image and visualauc.py for total auc of a root folder