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Datasets Directory

This is a designated space for you to place all the datasets you plan to use.

Structure

After downloading the WSDM VQA dataset, the typical structure of the datasets directory is as follows:

datasets/
├── images
├── official
├── README.md
├── [exp_tag_1]
│  │── test_private-P[prompt_name].csv
│  │── test_public-P[prompt_name].csv
│  └── train-P[prompt_name].csv
├── [exp_tag_2]
├── ...
└── [exp_tag_n]
   │── test_private-P[prompt_name].csv
   │── test_public-P[prompt_name].csv
   └── train-P[prompt_name].csv

Description of Structure

  • images: Represents the directory for the images of the WSDM VQA dataset.
  • official: Represents the directory for the official splits of the WSDM VQA dataset.
  • [exp_tag_n]: Represents the tag of the experiment. Each experiment conducted with different settings will have its own tag.

Usage

The structure of the datasets directory is defined by the scripts/generate_prompt_data.sh. To modify the structure, you can make adjustments to these scripts according to your requirements.