├── .gitignore ├── LICENSE ├── README.md ├── data ├── dataset │ ├── caltech101 │ │ ├── category_description │ │ │ ├── AWT.json │ │ │ ├── AdaptCLIP.json │ │ │ ├── CuPL_base.json │ │ │ ├── CuPL_full.json │ │ │ ├── DCLIP.json │ │ │ └── GPT4Vis.json │ │ ├── category_synonym │ │ │ ├── gpt-4-0613.json │ │ │ └── gpt-4-turbo-2024-04-09.json │ │ ├── config │ │ │ ├── clip_RN50-num_shots_1.yaml │ │ │ └── clip_ViT-B-32-num_shots_1.yaml │ │ ├── fewshot_dataset │ │ │ ├── seed_1_num_shots_1.json │ │ │ ├── seed_1_num_shots_16.json │ │ │ ├── seed_1_num_shots_2.json │ │ │ ├── seed_1_num_shots_4.json │ │ │ ├── seed_1_num_shots_8.json │ │ │ ├── seed_2_num_shots_1.json │ │ │ ├── seed_2_num_shots_16.json │ │ │ ├── seed_2_num_shots_2.json │ │ │ ├── seed_2_num_shots_4.json │ │ │ ├── seed_2_num_shots_8.json │ │ │ ├── seed_3_num_shots_1.json │ │ │ ├── seed_3_num_shots_16.json │ │ │ ├── seed_3_num_shots_2.json │ │ │ ├── seed_3_num_shots_4.json │ │ │ ├── seed_3_num_shots_8.json │ │ │ ├── seed_42_num_shots_1.json │ │ │ ├── seed_42_num_shots_16.json │ │ │ ├── seed_42_num_shots_2.json │ │ │ ├── seed_42_num_shots_4.json │ │ │ └── seed_42_num_shots_8.json │ │ ├── label_to_category_name.json │ │ ├── split.json │ │ └── split_zhou_Caltech101.json │ ├── cub │ │ ├── category_description │ │ │ ├── AWT.json │ │ │ ├── AdaptCLIP.json │ │ │ ├── CuPL_base.json │ │ │ ├── CuPL_full.json │ │ │ ├── DCLIP.json │ │ │ └── GPT4Vis.json │ │ ├── category_synonym │ │ │ ├── gpt-4-0613.json │ │ │ └── gpt-4-turbo-2024-04-09.json │ │ ├── config │ │ │ ├── clip_RN50-num_shots_1.yaml │ │ │ └── clip_ViT-B-32-num_shots_1.yaml │ │ ├── fewshot_dataset │ │ │ ├── seed_1_num_shots_1.json │ │ │ ├── seed_1_num_shots_16.json │ │ │ ├── seed_1_num_shots_2.json │ │ │ ├── seed_1_num_shots_4.json │ │ │ ├── seed_1_num_shots_8.json │ │ │ ├── seed_2_num_shots_1.json │ │ │ ├── seed_2_num_shots_16.json │ │ │ ├── seed_2_num_shots_2.json │ │ │ ├── seed_2_num_shots_4.json │ │ │ ├── seed_2_num_shots_8.json │ │ │ ├── seed_3_num_shots_1.json │ │ │ ├── seed_3_num_shots_16.json │ │ │ ├── seed_3_num_shots_2.json │ │ │ ├── seed_3_num_shots_4.json │ │ │ ├── seed_3_num_shots_8.json │ │ │ ├── seed_42_num_shots_1.json │ │ │ ├── seed_42_num_shots_16.json │ │ │ ├── seed_42_num_shots_2.json │ │ │ ├── seed_42_num_shots_4.json │ │ │ └── seed_42_num_shots_8.json │ │ ├── label_to_category_name.json │ │ └── split.json │ ├── dataset_type.json │ ├── dtd │ │ ├── category_description │ │ │ ├── AWT.json │ │ │ ├── AdaptCLIP.json │ │ │ ├── CuPL_base.json │ │ │ ├── CuPL_full.json │ │ │ ├── DCLIP.json │ │ │ └── GPT4Vis.json │ │ ├── category_synonym │ │ │ ├── gpt-4-0613.json │ │ │ └── gpt-4-turbo-2024-04-09.json │ │ ├── config │ │ │ ├── clip_RN50-num_shots_1.yaml │ │ │ └── clip_ViT-B-32-num_shots_1.yaml │ │ ├── fewshot_dataset │ │ │ ├── seed_1_num_shots_1.json │ │ │ ├── seed_1_num_shots_16.json │ │ │ ├── seed_1_num_shots_2.json │ │ │ ├── seed_1_num_shots_4.json │ │ │ ├── seed_1_num_shots_8.json │ │ │ ├── seed_2_num_shots_1.json │ │ │ ├── seed_2_num_shots_16.json │ │ │ ├── seed_2_num_shots_2.json │ │ │ ├── seed_2_num_shots_4.json │ │ │ ├── seed_2_num_shots_8.json │ │ │ ├── seed_3_num_shots_1.json │ │ │ ├── seed_3_num_shots_16.json │ │ │ ├── seed_3_num_shots_2.json │ │ │ ├── seed_3_num_shots_4.json │ │ │ ├── seed_3_num_shots_8.json │ │ │ ├── seed_42_num_shots_1.json │ │ │ ├── seed_42_num_shots_16.json │ │ │ ├── seed_42_num_shots_2.json │ │ │ ├── seed_42_num_shots_4.json │ │ │ └── seed_42_num_shots_8.json │ │ ├── label_to_category_name.json │ │ ├── split.json │ │ └── split_zhou_DescribableTextures.json │ ├── euro_sat │ │ ├── category_description │ │ │ ├── AWT.json │ │ │ ├── AdaptCLIP.json │ │ │ ├── CuPL_base.json │ │ │ ├── CuPL_full.json │ │ │ ├── DCLIP.json │ │ │ └── GPT4Vis.json │ │ ├── category_synonym │ │ │ ├── gpt-4-0613.json │ │ │ └── gpt-4-turbo-2024-04-09.json │ │ ├── config │ │ │ ├── clip_RN50-num_shots_1.yaml │ │ │ └── clip_ViT-B-32-num_shots_1.yaml │ │ ├── fewshot_dataset │ │ │ ├── seed_1_num_shots_1.json │ │ │ ├── seed_1_num_shots_16.json │ │ │ ├── seed_1_num_shots_2.json │ │ │ ├── seed_1_num_shots_4.json │ │ │ ├── seed_1_num_shots_8.json │ │ │ ├── seed_2_num_shots_1.json │ │ │ ├── seed_2_num_shots_16.json │ │ │ ├── seed_2_num_shots_2.json │ │ │ ├── seed_2_num_shots_4.json │ │ │ ├── seed_2_num_shots_8.json │ │ │ ├── seed_3_num_shots_1.json │ │ │ ├── seed_3_num_shots_16.json │ │ │ ├── seed_3_num_shots_2.json │ │ │ ├── seed_3_num_shots_4.json │ │ │ ├── seed_3_num_shots_8.json │ │ │ ├── seed_42_num_shots_1.json │ │ │ ├── seed_42_num_shots_16.json │ │ │ ├── seed_42_num_shots_2.json │ │ │ ├── seed_42_num_shots_4.json │ │ │ └── seed_42_num_shots_8.json │ │ ├── label_to_category_name.json │ │ ├── split.json │ │ └── split_zhou_EuroSAT.json │ ├── fgvc_aircraft │ │ ├── category_description │ │ │ ├── AWT.json │ │ │ ├── AdaptCLIP.json │ │ │ ├── CuPL_base.json │ │ │ ├── CuPL_full.json │ │ │ ├── DCLIP.json │ │ │ └── GPT4Vis.json │ │ ├── category_synonym │ │ │ ├── gpt-4-0613.json │ │ │ └── gpt-4-turbo-2024-04-09.json │ │ ├── config │ │ │ ├── clip_RN50-num_shots_1.yaml │ │ │ └── clip_ViT-B-32-num_shots_1.yaml │ │ ├── fewshot_dataset │ │ │ ├── seed_1_num_shots_1.json │ │ │ ├── seed_1_num_shots_16.json │ │ │ ├── seed_1_num_shots_2.json │ │ │ ├── seed_1_num_shots_4.json │ │ │ ├── seed_1_num_shots_8.json │ │ │ ├── seed_2_num_shots_1.json │ │ │ ├── seed_2_num_shots_16.json │ │ │ ├── seed_2_num_shots_2.json │ │ │ ├── seed_2_num_shots_4.json │ │ │ ├── seed_2_num_shots_8.json │ │ │ ├── seed_3_num_shots_1.json │ │ │ ├── seed_3_num_shots_16.json │ │ │ ├── seed_3_num_shots_2.json │ │ │ ├── seed_3_num_shots_4.json │ │ │ ├── seed_3_num_shots_8.json │ │ │ ├── seed_42_num_shots_1.json │ │ │ ├── seed_42_num_shots_16.json │ │ │ ├── seed_42_num_shots_2.json │ │ │ ├── seed_42_num_shots_4.json │ │ │ └── seed_42_num_shots_8.json │ │ ├── label_to_category_name.json │ │ └── split.json │ ├── flo │ │ ├── category_description │ │ │ ├── AWT.json │ │ │ ├── AdaptCLIP.json │ │ │ ├── CuPL_base.json │ │ │ ├── CuPL_full.json │ │ │ ├── DCLIP.json │ │ │ ├── GPT4Vis-gpt.json │ │ │ └── GPT4Vis.json │ │ ├── category_synonym │ │ │ ├── gpt-4-0613.json │ │ │ └── gpt-4-turbo-2024-04-09.json │ │ ├── config │ │ │ ├── clip_RN50-num_shots_1.yaml │ │ │ └── clip_ViT-B-32-num_shots_1.yaml │ │ ├── fewshot_dataset │ │ │ ├── seed_1_num_shots_1.json │ │ │ ├── seed_1_num_shots_16.json │ │ │ ├── seed_1_num_shots_2.json │ │ │ ├── seed_1_num_shots_4.json │ │ │ ├── seed_1_num_shots_8.json │ │ │ ├── seed_2_num_shots_1.json │ │ │ ├── seed_2_num_shots_16.json │ │ │ ├── seed_2_num_shots_2.json │ │ │ ├── seed_2_num_shots_4.json │ │ │ ├── seed_2_num_shots_8.json │ │ │ ├── seed_3_num_shots_1.json │ │ │ ├── seed_3_num_shots_16.json │ │ │ ├── seed_3_num_shots_2.json │ │ │ ├── seed_3_num_shots_4.json │ │ │ ├── seed_3_num_shots_8.json │ │ │ ├── seed_42_num_shots_1.json │ │ │ ├── seed_42_num_shots_16.json │ │ │ ├── seed_42_num_shots_2.json │ │ │ ├── seed_42_num_shots_4.json │ │ │ └── seed_42_num_shots_8.json │ │ ├── label_to_category_name.json │ │ ├── split.json │ │ └── split_zhou_OxfordFlowers.json │ ├── food101 │ │ ├── category_description │ │ │ ├── AWT.json │ │ │ ├── AdaptCLIP.json │ │ │ ├── CuPL_base.json │ │ │ ├── CuPL_full.json │ │ │ ├── DCLIP.json │ │ │ └── GPT4Vis.json │ │ ├── category_synonym │ │ │ ├── gpt-4-0613.json │ │ │ └── gpt-4-turbo-2024-04-09.json │ │ ├── config │ │ │ ├── clip_RN50-num_shots_1.yaml │ │ │ └── clip_ViT-B-32-num_shots_1.yaml │ │ ├── fewshot_dataset │ │ │ ├── seed_1_num_shots_1.json │ │ │ ├── seed_1_num_shots_16.json │ │ │ ├── seed_1_num_shots_2.json │ │ │ ├── seed_1_num_shots_4.json │ │ │ ├── seed_1_num_shots_8.json │ │ │ ├── seed_2_num_shots_1.json │ │ │ ├── seed_2_num_shots_16.json │ │ │ ├── seed_2_num_shots_2.json │ │ │ ├── seed_2_num_shots_4.json │ │ │ ├── seed_2_num_shots_8.json │ │ │ ├── seed_3_num_shots_1.json │ │ │ ├── seed_3_num_shots_16.json │ │ │ ├── seed_3_num_shots_2.json │ │ │ ├── seed_3_num_shots_4.json │ │ │ ├── seed_3_num_shots_8.json │ │ │ ├── seed_42_num_shots_1.json │ │ │ ├── seed_42_num_shots_16.json │ │ │ ├── seed_42_num_shots_2.json │ │ │ ├── seed_42_num_shots_4.json │ │ │ └── seed_42_num_shots_8.json │ │ ├── label_to_category_name.json │ │ ├── meta │ │ │ ├── classes.txt │ │ │ ├── labels.txt │ │ │ ├── test.json │ │ │ ├── test.txt │ │ │ ├── train.json │ │ │ └── train.txt │ │ ├── split.json │ │ ├── split_CoOp.json │ │ └── split_zhou_Food101.json │ ├── imagenet │ │ ├── category_description │ │ │ ├── AWT.json │ │ │ ├── AdaptCLIP.json │ │ │ ├── CuPL_base.json │ │ │ ├── CuPL_full.json │ │ │ ├── CuPL_full_gpt4.json │ │ │ ├── DCLIP.json │ │ │ └── GPT4Vis.json │ │ ├── category_synonym │ │ │ ├── gpt-4-0613.json │ │ │ ├── gpt-4-turbo-2024-04-09.json │ │ │ └── synset_words.txt │ │ ├── config │ │ │ ├── clip_RN50-num_shots_1.yaml │ │ │ └── clip_ViT-B-32-num_shots_1.yaml │ │ ├── fewshot_dataset │ │ │ ├── seed_1_num_shots_1.json │ │ │ ├── seed_1_num_shots_16.json │ │ │ ├── seed_1_num_shots_2.json │ │ │ ├── seed_1_num_shots_4.json │ │ │ ├── seed_1_num_shots_8.json │ │ │ ├── seed_2_num_shots_1.json │ │ │ ├── seed_2_num_shots_16.json │ │ │ ├── seed_2_num_shots_2.json │ │ │ ├── seed_2_num_shots_4.json │ │ │ ├── seed_2_num_shots_8.json │ │ │ ├── seed_3_num_shots_1.json │ │ │ ├── seed_3_num_shots_16.json │ │ │ ├── seed_3_num_shots_2.json │ │ │ ├── seed_3_num_shots_4.json │ │ │ ├── seed_3_num_shots_8.json │ │ │ ├── seed_42_num_shots_1.json │ │ │ ├── seed_42_num_shots_16.json │ │ │ ├── seed_42_num_shots_2.json │ │ │ ├── seed_42_num_shots_4.json │ │ │ └── seed_42_num_shots_8.json │ │ ├── file_name_to_category_name.json │ │ ├── label_to_category_name.json │ │ └── split.json │ ├── imagenet_a │ │ ├── label_to_category_name.json │ │ └── split.json │ ├── imagenet_r │ │ ├── label_to_category_name.json │ │ └── split.json │ ├── imagenet_s │ │ ├── label_to_category_name.json │ │ └── split.json │ ├── imagenet_v2 │ │ ├── download.txt │ │ ├── label_to_category_name.json │ │ └── split.json │ ├── oxford_pets │ │ ├── category_description │ │ │ ├── AWT.json │ │ │ ├── AdaptCLIP.json │ │ │ ├── CuPL_base.json │ │ │ ├── CuPL_full.json │ │ │ ├── DCLIP.json │ │ │ └── GPT4Vis.json │ │ ├── category_synonym │ │ │ ├── gpt-4-0613.json │ │ │ └── gpt-4-turbo-2024-04-09.json │ │ ├── config │ │ │ ├── clip_RN50-num_shots_1.yaml │ │ │ └── clip_ViT-B-32-num_shots_1.yaml │ │ ├── fewshot_dataset │ │ │ ├── seed_1_num_shots_1.json │ │ │ ├── seed_1_num_shots_16.json │ │ │ ├── seed_1_num_shots_2.json │ │ │ ├── seed_1_num_shots_4.json │ │ │ ├── seed_1_num_shots_8.json │ │ │ ├── seed_2_num_shots_1.json │ │ │ ├── seed_2_num_shots_16.json │ │ │ ├── seed_2_num_shots_2.json │ │ │ ├── seed_2_num_shots_4.json │ │ │ ├── seed_2_num_shots_8.json │ │ │ ├── seed_3_num_shots_1.json │ │ │ ├── seed_3_num_shots_16.json │ │ │ ├── seed_3_num_shots_2.json │ │ │ ├── seed_3_num_shots_4.json │ │ │ ├── seed_3_num_shots_8.json │ │ │ ├── seed_42_num_shots_1.json │ │ │ ├── seed_42_num_shots_16.json │ │ │ ├── seed_42_num_shots_2.json │ │ │ ├── seed_42_num_shots_4.json │ │ │ └── seed_42_num_shots_8.json │ │ ├── label_to_category_name.json │ │ ├── split.json │ │ └── split_zhou_OxfordPets.json │ ├── places365 │ │ ├── category_description │ │ │ ├── AWT.json │ │ │ ├── AdaptCLIP.json │ │ │ ├── CuPL_base.json │ │ │ ├── CuPL_full.json │ │ │ ├── DCLIP.json │ │ │ └── GPT4Vis.json │ │ ├── category_synonym │ │ │ ├── gpt-4-0613.json │ │ │ └── gpt-4-turbo-2024-04-09.json │ │ ├── config │ │ │ ├── clip_RN50-num_shots_1.yaml │ │ │ └── clip_ViT-B-32-num_shots_1.yaml │ │ ├── fewshot_dataset │ │ │ ├── seed_1_num_shots_1.json │ │ │ ├── seed_1_num_shots_16.json │ │ │ ├── seed_1_num_shots_2.json │ │ │ ├── seed_1_num_shots_4.json │ │ │ ├── seed_1_num_shots_8.json │ │ │ ├── seed_2_num_shots_1.json │ │ │ ├── seed_2_num_shots_16.json │ │ │ ├── seed_2_num_shots_2.json │ │ │ ├── seed_2_num_shots_4.json │ │ │ ├── seed_2_num_shots_8.json │ │ │ ├── seed_3_num_shots_1.json │ │ │ ├── seed_3_num_shots_16.json │ │ │ ├── seed_3_num_shots_2.json │ │ │ ├── seed_3_num_shots_4.json │ │ │ ├── seed_3_num_shots_8.json │ │ │ ├── seed_42_num_shots_1.json │ │ │ ├── seed_42_num_shots_16.json │ │ │ ├── seed_42_num_shots_2.json │ │ │ ├── seed_42_num_shots_4.json │ │ │ └── seed_42_num_shots_8.json │ │ ├── label_to_category_name.json │ │ └── split.json │ ├── stanford_cars │ │ ├── category_description │ │ │ ├── AWT.json │ │ │ ├── AdaptCLIP.json │ │ │ ├── CuPL_base.json │ │ │ ├── CuPL_full.json │ │ │ ├── DCLIP.json │ │ │ └── GPT4Vis.json │ │ ├── category_synonym │ │ │ ├── gpt-4-0613.json │ │ │ └── gpt-4-turbo-2024-04-09.json │ │ ├── config │ │ │ ├── clip_RN50-num_shots_1.yaml │ │ │ └── clip_ViT-B-32-num_shots_1.yaml │ │ ├── fewshot_dataset │ │ │ ├── seed_1_num_shots_1.json │ │ │ ├── seed_1_num_shots_16.json │ │ │ ├── seed_1_num_shots_2.json │ │ │ ├── seed_1_num_shots_4.json │ │ │ ├── seed_1_num_shots_8.json │ │ │ ├── seed_2_num_shots_1.json │ │ │ ├── seed_2_num_shots_16.json │ │ │ ├── seed_2_num_shots_2.json │ │ │ ├── seed_2_num_shots_4.json │ │ │ ├── seed_2_num_shots_8.json │ │ │ ├── seed_3_num_shots_1.json │ │ │ ├── seed_3_num_shots_16.json │ │ │ ├── seed_3_num_shots_2.json │ │ │ ├── seed_3_num_shots_4.json │ │ │ ├── seed_3_num_shots_8.json │ │ │ ├── seed_42_num_shots_1.json │ │ │ ├── seed_42_num_shots_16.json │ │ │ ├── seed_42_num_shots_2.json │ │ │ ├── seed_42_num_shots_4.json │ │ │ └── seed_42_num_shots_8.json │ │ ├── label_to_category_name.json │ │ ├── split.json │ │ └── split_zhou_StanfordCars.json │ ├── sun397 │ │ ├── category_description │ │ │ ├── AWT.json │ │ │ ├── AdaptCLIP.json │ │ │ ├── CuPL_base.json │ │ │ ├── CuPL_full.json │ │ │ ├── DCLIP.json │ │ │ └── GPT4Vis.json │ │ ├── category_synonym │ │ │ ├── gpt-4-0613.json │ │ │ └── gpt-4-turbo-2024-04-09.json │ │ ├── config │ │ │ ├── clip_RN50-num_shots_1.yaml │ │ │ └── clip_ViT-B-32-num_shots_1.yaml │ │ ├── fewshot_dataset │ │ │ ├── seed_1_num_shots_1.json │ │ │ ├── seed_1_num_shots_16.json │ │ │ ├── seed_1_num_shots_2.json │ │ │ ├── seed_1_num_shots_4.json │ │ │ ├── seed_1_num_shots_8.json │ │ │ ├── seed_2_num_shots_1.json │ │ │ ├── seed_2_num_shots_16.json │ │ │ ├── seed_2_num_shots_2.json │ │ │ ├── seed_2_num_shots_4.json │ │ │ ├── seed_2_num_shots_8.json │ │ │ ├── seed_3_num_shots_1.json │ │ │ ├── seed_3_num_shots_16.json │ │ │ ├── seed_3_num_shots_2.json │ │ │ ├── seed_3_num_shots_4.json │ │ │ ├── seed_3_num_shots_8.json │ │ │ ├── seed_42_num_shots_1.json │ │ │ ├── seed_42_num_shots_16.json │ │ │ ├── seed_42_num_shots_2.json │ │ │ ├── seed_42_num_shots_4.json │ │ │ └── seed_42_num_shots_8.json │ │ ├── label_to_category_name.json │ │ ├── split.json │ │ └── split_zhou_SUN397.json │ └── ucf101 │ │ ├── category_description │ │ ├── AWT.json │ │ ├── AdaptCLIP.json │ │ ├── CuPL_base.json │ │ ├── CuPL_full.json │ │ ├── DCLIP.json │ │ └── GPT4Vis.json │ │ ├── category_synonym │ │ ├── gpt-4-0613.json │ │ └── gpt-4-turbo-2024-04-09.json │ │ ├── config │ │ ├── clip_RN50-num_shots_1.yaml │ │ └── clip_ViT-B-32-num_shots_1.yaml │ │ ├── fewshot_dataset │ │ ├── seed_1_num_shots_1.json │ │ ├── seed_1_num_shots_16.json │ │ ├── seed_1_num_shots_2.json │ │ ├── seed_1_num_shots_4.json │ │ ├── seed_1_num_shots_8.json │ │ ├── seed_2_num_shots_1.json │ │ ├── seed_2_num_shots_16.json │ │ ├── seed_2_num_shots_2.json │ │ ├── seed_2_num_shots_4.json │ │ ├── seed_2_num_shots_8.json │ │ ├── seed_3_num_shots_1.json │ │ ├── seed_3_num_shots_16.json │ │ ├── seed_3_num_shots_2.json │ │ ├── seed_3_num_shots_4.json │ │ ├── seed_3_num_shots_8.json │ │ ├── seed_42_num_shots_1.json │ │ ├── seed_42_num_shots_16.json │ │ ├── seed_42_num_shots_2.json │ │ ├── seed_42_num_shots_4.json │ │ └── seed_42_num_shots_8.json │ │ ├── label_to_category_name.json │ │ ├── split.json │ │ └── split_zhou_UCF101.json └── prompt_template_task_specific │ ├── ProAPO_template.json │ ├── class_name.json │ ├── clip.json │ ├── dataset_type_list.json │ ├── defilip_6.json │ ├── defilip_6_suffix.json │ ├── filip.json │ ├── imagenet_80.json │ ├── imagenet_80_suffix.json │ ├── imagenet_select.json │ └── imagenet_select_suffix.json ├── paper_image ├── Method.png └── Motivation.png ├── requirements.txt ├── run ├── ATO_RN50.sh ├── ATO_ViT-B-32.sh ├── ProAPO_RN50.sh └── ProAPO_ViT-B-32.sh └── tools ├── configs └── option.py ├── data_process ├── dataset │ └── dataset_ZSL.py └── named_data.py ├── main.py ├── models ├── APO_build_knowledge_base │ ├── class_specific_knowledge.py │ ├── class_specific_knowledge_with_same_template.py │ └── task_specific_knowledge.py ├── APO_score_func │ └── get_score_based_ACC.py ├── APO_split_group │ ├── split_group_based_ACC.py │ └── split_group_by_Kmeans.py ├── clip_modified │ ├── bpe_simple_vocab_16e6.txt.gz │ ├── clip.py │ ├── model.py │ └── simple_tokenizer.py ├── description │ └── DCLIP_util.py ├── util_get_features.py └── util_prompt.py ├── process ├── class_specific_selection.py ├── class_specific_selection_with_same_template.py ├── select_optimal_prompt.py ├── task_specific_selection.py ├── test_OOD_performance.py └── test_clip_zero_shot.py └── utils 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