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metadata
license: mit
dataset_info:
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configs:
  - config_name: challenge_all_images
    data_files:
      - split: challenge
        path: challenge_all_images/challenge-*
  - config_name: challenge_all_instructions
    data_files:
      - split: challenge
        path: challenge_all_instructions/challenge-*
  - config_name: challenge_balanced_images
    data_files:
      - split: challenge
        path: challenge_balanced_images/challenge-*
  - config_name: challenge_balanced_instructions
    data_files:
      - split: challenge
        path: challenge_balanced_instructions/challenge-*
  - config_name: submission_all_images
    data_files:
      - split: submission
        path: submission_all_images/submission-*
  - config_name: submission_all_instructions
    data_files:
      - split: submission
        path: submission_all_instructions/submission-*
  - config_name: test_all_images
    data_files:
      - split: test
        path: test_all_images/test-*
  - config_name: test_all_instructions
    data_files:
      - split: test
        path: test_all_instructions/test-*
  - config_name: test_balanced_images
    data_files:
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        path: test_balanced_images/test-*
  - config_name: test_balanced_instructions
    data_files:
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        path: test_balanced_instructions/test-*
  - config_name: testdev_all_images
    data_files:
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        path: testdev_all_images/testdev-*
  - config_name: testdev_all_instructions
    data_files:
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        path: testdev_all_instructions/testdev-*
  - config_name: testdev_balanced_images
    data_files:
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        path: testdev_balanced_images/testdev-*
  - config_name: testdev_balanced_instructions
    data_files:
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        path: testdev_balanced_instructions/testdev-*
  - config_name: train_all_images
    data_files:
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        path: train_all_images/train-*
  - config_name: train_all_instructions
    data_files:
      - split: train
        path: train_all_instructions/train-*
  - config_name: train_balanced_images
    data_files:
      - split: train
        path: train_balanced_images/train-*
  - config_name: train_balanced_instructions
    data_files:
      - split: train
        path: train_balanced_instructions/train-*
  - config_name: val_all_images
    data_files:
      - split: val
        path: val_all_images/val-*
  - config_name: val_all_instructions
    data_files:
      - split: val
        path: val_all_instructions/val-*
  - config_name: val_balanced_images
    data_files:
      - split: val
        path: val_balanced_images/val-*
  - config_name: val_balanced_instructions
    data_files:
      - split: val
        path: val_balanced_instructions/val-*

Large-scale Multi-modality Models Evaluation Suite

Accelerating the development of large-scale multi-modality models (LMMs) with lmms-eval

🏠 Homepage | 📚 Documentation | 🤗 Huggingface Datasets

This Dataset

This is a formatted version of GQA. It is used in our lmms-eval pipeline to allow for one-click evaluations of large multi-modality models.

@inproceedings{hudson2019gqa,
  title={Gqa: A new dataset for real-world visual reasoning and compositional question answering},
  author={Hudson, Drew A and Manning, Christopher D},
  booktitle={Proceedings of the IEEE/CVF conference on computer vision and pattern recognition},
  pages={6700--6709},
  year={2019}
}