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metadata
license: mit
dataset_info:
  features:
    - name: img
      dtype: image
    - name: question
      dtype: string
    - name: choices
      dtype: string
    - name: answer_0
      dtype: string
    - name: answer_1
      dtype: string
    - name: answer_2
      dtype: string
    - name: answer_3
      dtype: string
    - name: answer_4
      dtype: string
    - name: gt
      dtype: string
    - name: avg_rating
      dtype: float64
    - name: category
      dtype: int64
  splits:
    - name: bounding_box
      num_bytes: 3981007
      num_examples: 36
    - name: non_bounding_box
      num_bytes: 9377519
      num_examples: 76
  download_size: 7697970
  dataset_size: 13358526
configs:
  - config_name: default
    data_files:
      - split: non_bounding_box
        path: data/non_bounding_box-*
      - split: bounding_box
        path: data/bounding_box-*

This is the visual human preferences dataset with both the bounding-box and non-bounding-box variants from the paper "A Dataset for Dynamic Human Preferences for Vision Language Models".

Data Attribution

Images in this benchmark dataset are sourced from the Visual Genome Dataset (Version 1.2). Images were modified to include bounding boxes.

The original Visual Genome Dataset was introduced in:

@article{krishna2017visual,
  title={Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations},
  author={Ranjay Krishna and Yuke Zhu and Oliver Groth and Justin Johnson and Kenji Hata and Joshua Kravitz and Stephanie Chen and Yannis Kalantidis and Li-Jia Li and David A. Shamma and Michael S. Bernstein and Li Fei-Fei},
  journal={International Journal of Computer Vision},
  year={2017},
  volume={123},
  pages={32-73},
  url={https://doi.org/10.1007/s11263-016-0981-7},
  doi={10.1007/s11263-016-0981-7}
}