GQA / README.md
pufanyi's picture
Upload dataset
eab7d48
|
raw
history blame
10.4 kB
metadata
license: mit
dataset_info:
  - config_name: test_all_images
    features:
      - name: id
        dtype: string
      - name: image
        dtype: image
    splits:
      - name: test
        num_bytes: 492571840.875
        num_examples: 2993
    download_size: 491611526
    dataset_size: 492571840.875
  - config_name: test_all_instructions
    features:
      - name: id
        dtype: string
      - name: imageId
        dtype: string
      - name: question
        dtype: string
      - name: isBalanced
        dtype: bool
    splits:
      - name: test
        num_bytes: 95588974
        num_examples: 1340048
    download_size: 39561711
    dataset_size: 95588974
  - config_name: test_balanced_images
    features:
      - name: id
        dtype: string
      - name: image
        dtype: image
    splits:
      - name: test
        num_bytes: 491210370.625
        num_examples: 2987
    download_size: 490293506
    dataset_size: 491210370.625
  - config_name: test_balanced_instructions
    features:
      - name: id
        dtype: string
      - name: imageId
        dtype: string
      - name: question
        dtype: string
      - name: isBalanced
        dtype: bool
    splits:
      - name: test
        num_bytes: 6622775
        num_examples: 95336
    download_size: 3401070
    dataset_size: 6622775
  - config_name: testdev_all_images
    features:
      - name: id
        dtype: string
      - name: image
        dtype: image
    splits:
      - name: testdev
        num_bytes: 65779269
        num_examples: 398
    download_size: 65670255
    dataset_size: 65779269
  - config_name: testdev_all_instructions
    features:
      - name: id
        dtype: string
      - name: imageId
        dtype: string
      - name: question
        dtype: string
      - name: answer
        dtype: string
      - name: fullAnswer
        dtype: string
      - name: isBalanced
        dtype: bool
      - name: groups
        dtype: string
      - name: entailed
        dtype: string
      - name: equivalent
        dtype: string
      - name: types
        sequence:
          - name: structural
            dtype: string
          - name: semantic
            dtype: string
          - name: detailed
            dtype: string
      - name: annotations
        sequence:
          - name: question
            sequence:
              - name: objectId
                dtype: string
              - name: value
                dtype: string
          - name: answer
            sequence:
              - name: objectId
                dtype: string
              - name: value
                dtype: string
          - name: fullAnswer
            sequence:
              - name: objectId
                dtype: string
              - name: value
                dtype: string
      - name: semantic
        sequence:
          sequence:
            - name: operation
              dtype: string
            - name: argument
              dtype: string
            - name: dependencies
              dtype: int32
      - name: semanticStr
        dtype: string
    splits:
      - name: testdev
        num_bytes: 147202688
        num_examples: 172174
    download_size: 27064228
    dataset_size: 147202688
  - config_name: testdev_balanced_images
    features:
      - name: id
        dtype: string
      - name: image
        dtype: image
    splits:
      - name: testdev
        num_bytes: 65779269
        num_examples: 398
    download_size: 65647745
    dataset_size: 65779269
  - config_name: testdev_balanced_instructions
    features:
      - name: id
        dtype: string
      - name: imageId
        dtype: string
      - name: question
        dtype: string
      - name: answer
        dtype: string
      - name: fullAnswer
        dtype: string
      - name: isBalanced
        dtype: bool
      - name: groups
        dtype: string
      - name: entailed
        dtype: string
      - name: equivalent
        dtype: string
      - name: types
        sequence:
          - name: structural
            dtype: string
          - name: semantic
            dtype: string
          - name: detailed
            dtype: string
      - name: annotations
        sequence:
          - name: question
            sequence:
              - name: objectId
                dtype: string
              - name: value
                dtype: string
          - name: answer
            sequence:
              - name: objectId
                dtype: string
              - name: value
                dtype: string
          - name: fullAnswer
            sequence:
              - name: objectId
                dtype: string
              - name: value
                dtype: string
      - name: semantic
        sequence:
          sequence:
            - name: operation
              dtype: string
            - name: argument
              dtype: string
            - name: dependencies
              dtype: int32
      - name: semanticStr
        dtype: string
    splits:
      - name: testdev
        num_bytes: 10467708
        num_examples: 12578
    download_size: 2338796
    dataset_size: 10467708
  - config_name: train_all_images
    features:
      - name: id
        dtype: string
      - name: image
        dtype: image
    splits:
      - name: train
        num_bytes: 10509758457
        num_examples: 74256
    download_size: 10480239090
    dataset_size: 10509758457
  - config_name: train_all_instructions
    features:
      - name: id
        dtype: string
      - name: imageId
        dtype: string
      - name: question
        dtype: string
      - name: answer
        dtype: string
      - name: fullAnswer
        dtype: string
      - name: isBalanced
        dtype: bool
      - name: groups
        dtype: string
      - name: entailed
        dtype: string
      - name: equivalent
        dtype: string
      - name: types
        sequence:
          - name: structural
            dtype: string
          - name: semantic
            dtype: string
          - name: detailed
            dtype: string
      - name: annotations
        sequence:
          - name: question
            sequence:
              - name: objectId
                dtype: string
              - name: value
                dtype: string
          - name: answer
            sequence:
              - name: objectId
                dtype: string
              - name: value
                dtype: string
          - name: fullAnswer
            sequence:
              - name: objectId
                dtype: string
              - name: value
                dtype: string
      - name: semantic
        sequence:
          sequence:
            - name: operation
              dtype: string
            - name: argument
              dtype: string
            - name: dependencies
              dtype: int32
      - name: semanticStr
        dtype: string
    splits:
      - name: train
        num_bytes: 12694290496
        num_examples: 14305356
    download_size: 2137295351
    dataset_size: 12694290496
  - config_name: train_balanced_images
    features:
      - name: id
        dtype: string
      - name: image
        dtype: image
    splits:
      - name: train
        num_bytes: 10200292415.5
        num_examples: 72140
    download_size: 10171627271
    dataset_size: 10200292415.5
  - config_name: train_balanced_instructions
    features:
      - name: id
        dtype: string
      - name: imageId
        dtype: string
      - name: question
        dtype: string
      - name: answer
        dtype: string
      - name: fullAnswer
        dtype: string
      - name: isBalanced
        dtype: bool
      - name: groups
        dtype: string
      - name: entailed
        dtype: string
      - name: equivalent
        dtype: string
      - name: types
        sequence:
          - name: structural
            dtype: string
          - name: semantic
            dtype: string
          - name: detailed
            dtype: string
      - name: annotations
        sequence:
          - name: question
            sequence:
              - name: objectId
                dtype: string
              - name: value
                dtype: string
          - name: answer
            sequence:
              - name: objectId
                dtype: string
              - name: value
                dtype: string
          - name: fullAnswer
            sequence:
              - name: objectId
                dtype: string
              - name: value
                dtype: string
      - name: semantic
        sequence:
          sequence:
            - name: operation
              dtype: string
            - name: argument
              dtype: string
            - name: dependencies
              dtype: int32
      - name: semanticStr
        dtype: string
    splits:
      - name: train
        num_bytes: 870343967
        num_examples: 943000
    download_size: 190944710
    dataset_size: 870343967
  - config_name: val_all_images
    features:
      - name: id
        dtype: string
      - name: image
        dtype: image
    splits:
      - name: val
        num_bytes: 1494990904.5
        num_examples: 10564
    download_size: 1490744689
    dataset_size: 1494990904.5
  - config_name: val_all_instructions
    features:
      - name: id
        dtype: string
      - name: imageId
        dtype: string
      - name: question
        dtype: string
      - name: answer
        dtype: string
      - name: fullAnswer
        dtype: string
      - name: isBalanced
        dtype: bool
      - name: groups
        dtype: string
      - name: entailed
        dtype: string
      - name: equivalent
        dtype: string
      - name: types
        sequence:
          - name: structural
            dtype: string
          - name: semantic
            dtype: string
          - name: detailed
            dtype: string
      - name: annotations
        sequence:
          - name: question
            sequence:
              - name: objectId
                dtype: string
              - name: value
                dtype: string
          - name: answer
            sequence:
              - name: objectId
                dtype: string
              - name: value
                dtype: string
          - name: fullAnswer
            sequence:
              - name: objectId
                dtype: string
              - name: value
                dtype: string
      - name: semantic
        sequence:
          sequence:
            - name: operation
              dtype: string
            - name: argument
              dtype: string
            - name: dependencies
              dtype: int32
      - name: semanticStr
        dtype: string
    splits:
      - name: val
        num_bytes: 1782324948
        num_examples: 2011853
    download_size: 303300329
    dataset_size: 1782324948
configs:
  - 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:
      - split: test
        path: test_balanced_images/test-*
  - config_name: test_balanced_instructions
    data_files:
      - split: test
        path: test_balanced_instructions/test-*
  - config_name: testdev_all_images
    data_files:
      - split: testdev
        path: testdev_all_images/testdev-*
  - config_name: testdev_all_instructions
    data_files:
      - split: testdev
        path: testdev_all_instructions/testdev-*
  - config_name: testdev_balanced_images
    data_files:
      - split: testdev
        path: testdev_balanced_images/testdev-*
  - config_name: testdev_balanced_instructions
    data_files:
      - split: testdev
        path: testdev_balanced_instructions/testdev-*
  - config_name: train_all_images
    data_files:
      - split: train
        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-*