LMMs-Eval-Lite / README.md
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metadata
dataset_info:
  - config_name: ai2d
    features:
      - name: question
        dtype: string
      - name: options
        sequence: string
      - name: answer
        dtype: string
      - name: image
        dtype: image
    splits:
      - name: lite
        num_bytes: 90543302.1658031
        num_examples: 500
    download_size: 81458737
    dataset_size: 90543302.1658031
  - config_name: chartqa
    features:
      - name: type
        dtype: string
      - name: question
        dtype: string
      - name: answer
        dtype: string
      - name: image
        dtype: image
    splits:
      - name: lite
        num_bytes: 23170424.2
        num_examples: 500
    download_size: 23219432
    dataset_size: 23170424.2
  - config_name: coco2017_cap_val
    features:
      - name: question_id
        dtype: string
      - name: image
        dtype: image
      - name: question
        dtype: string
      - name: answer
        sequence: string
      - name: id
        dtype: int64
      - name: license
        dtype: int8
      - name: file_name
        dtype: string
      - name: coco_url
        dtype: string
      - name: height
        dtype: int32
      - name: width
        dtype: int32
      - name: date_captured
        dtype: string
    splits:
      - name: lite
        num_bytes: 81724646.1
        num_examples: 500
    download_size: 81036195
    dataset_size: 81724646.1
  - config_name: docvqa_val
    features:
      - name: questionId
        dtype: string
      - name: question
        dtype: string
      - name: question_types
        sequence: string
      - name: image
        dtype: image
      - name: docId
        dtype: int64
      - name: ucsf_document_id
        dtype: string
      - name: ucsf_document_page_no
        dtype: string
      - name: answers
        sequence: string
      - name: data_split
        dtype: string
    splits:
      - name: lite
        num_bytes: 334538449.19872874
        num_examples: 500
    download_size: 249349131
    dataset_size: 334538449.19872874
  - config_name: flickr30k_test
    features:
      - name: image
        dtype: image
      - name: caption
        sequence: string
      - name: sentids
        sequence: string
      - name: img_id
        dtype: string
      - name: filename
        dtype: string
    splits:
      - name: lite
        num_bytes: 69689341.17644653
        num_examples: 500
    download_size: 66621555
    dataset_size: 69689341.17644653
  - config_name: gqa
    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
        struct:
          - name: global
            dtype: string
          - name: local
            dtype: string
      - name: entailed
        dtype: string
      - name: equivalent
        dtype: string
      - name: types
        struct:
          - name: structural
            dtype: string
          - name: semantic
            dtype: string
          - name: detailed
            dtype: string
      - name: annotations
        sequence:
          - name: question
            struct:
              - name: objectId
                dtype: string
              - name: value
                dtype: string
          - name: answer
            struct:
              - name: objectId
                dtype: string
              - name: value
                dtype: string
          - name: fullAnswer
            struct:
              - name: objectId
                dtype: string
              - name: value
                dtype: string
      - name: semantic
        list:
          - name: operation
            dtype: string
          - name: argument
            dtype: string
          - name: dependencies
            sequence: int32
      - name: semanticStr
        dtype: string
    splits:
      - name: lite
        num_bytes: 243022.3008427413
        num_examples: 500
    download_size: 107530
    dataset_size: 243022.3008427413
  - config_name: infovqa_val
    features:
      - name: questionId
        dtype: string
      - name: question
        dtype: string
      - name: answers
        sequence: string
      - name: answer_type
        sequence: string
      - name: image
        dtype: image
      - name: image_url
        dtype: string
      - name: operation/reasoning
        sequence: string
      - name: ocr
        dtype: string
      - name: data_split
        dtype: string
    splits:
      - name: lite
        num_bytes: 304765105.6765441
        num_examples: 500
    download_size: 233689969
    dataset_size: 304765105.6765441
  - config_name: mmbench_cn_dev
    features:
      - name: index
        dtype: int64
      - name: question
        dtype: string
      - name: hint
        dtype: string
      - name: answer
        dtype: string
      - name: A
        dtype: string
      - name: B
        dtype: string
      - name: C
        dtype: string
      - name: D
        dtype: string
      - name: category
        dtype: string
      - name: image
        dtype: image
      - name: source
        dtype: string
      - name: L2-category
        dtype: string
      - name: comment
        dtype: string
      - name: split
        dtype: string
    splits:
      - name: lite
        num_bytes: 11861120.35112035
        num_examples: 500
    download_size: 12795903
    dataset_size: 11861120.35112035
  - config_name: mmbench_en_dev
    features:
      - name: index
        dtype: int64
      - name: question
        dtype: string
      - name: hint
        dtype: string
      - name: answer
        dtype: string
      - name: A
        dtype: string
      - name: B
        dtype: string
      - name: C
        dtype: string
      - name: D
        dtype: string
      - name: category
        dtype: string
      - name: image
        dtype: image
      - name: source
        dtype: string
      - name: L2-category
        dtype: string
      - name: comment
        dtype: string
      - name: split
        dtype: string
    splits:
      - name: lite
        num_bytes: 11871291.175791176
        num_examples: 500
    download_size: 12524588
    dataset_size: 11871291.175791176
  - config_name: refcoco_bbox_val
    features:
      - name: question_id
        dtype: string
      - name: image
        dtype: image
      - name: question
        dtype: string
      - name: answer
        sequence: string
      - name: segmentation
        sequence: float32
      - name: bbox
        sequence: float32
      - name: iscrowd
        dtype: int8
      - name: file_name
        dtype: string
    splits:
      - name: lite
        num_bytes: 87885477.24435365
        num_examples: 500
    download_size: 88424601
    dataset_size: 87885477.24435365
  - config_name: seedbench
    features:
      - name: answer
        dtype: string
      - name: choice_a
        dtype: string
      - name: choice_b
        dtype: string
      - name: choice_c
        dtype: string
      - name: choice_d
        dtype: string
      - name: data_id
        dtype: string
      - name: data_type
        dtype: string
      - name: question
        dtype: string
      - name: question_id
        dtype: string
      - name: question_type_id
        dtype: int16
      - name: image
        sequence: image
      - name: segment
        sequence: int64
    splits:
      - name: lite
        num_bytes: 755921749.3379655
        num_examples: 500
    download_size: 181839440
    dataset_size: 755921749.3379655
  - config_name: textcaps_val
    features:
      - name: question_id
        dtype: string
      - name: question
        dtype: string
      - name: image
        dtype: image
      - name: image_id
        dtype: string
      - name: image_classes
        sequence: string
      - name: flickr_original_url
        dtype: string
      - name: flickr_300k_url
        dtype: string
      - name: image_width
        dtype: int64
      - name: image_height
        dtype: int64
      - name: set_name
        dtype: string
      - name: image_name
        dtype: string
      - name: image_path
        dtype: string
      - name: caption_id
        sequence: int64
      - name: caption_str
        sequence: string
      - name: reference_strs
        sequence: string
    splits:
      - name: lite
        num_bytes: 145274544.53569174
        num_examples: 500
    download_size: 135721574
    dataset_size: 145274544.53569174
  - config_name: textvqa_val
    features:
      - name: image_id
        dtype: string
      - name: question_id
        dtype: int32
      - name: question
        dtype: string
      - name: question_tokens
        sequence: string
      - name: image
        dtype: image
      - name: image_width
        dtype: int32
      - name: image_height
        dtype: int32
      - name: flickr_original_url
        dtype: string
      - name: flickr_300k_url
        dtype: string
      - name: answers
        sequence: string
      - name: image_classes
        sequence: string
      - name: set_name
        dtype: string
      - name: ocr_tokens
        sequence: string
    splits:
      - name: lite
        num_bytes: 143485382.6
        num_examples: 500
    download_size: 139843809
    dataset_size: 143485382.6
  - config_name: vizwiz_vqa_val
    features:
      - name: question_id
        dtype: string
      - name: image
        dtype: image
      - name: question
        dtype: string
      - name: answers
        sequence: string
      - name: category
        dtype: string
    splits:
      - name: lite
        num_bytes: 242880108.01111367
        num_examples: 500
    download_size: 232689462
    dataset_size: 242880108.01111367
  - config_name: vqav2_val
    features:
      - name: question_type
        dtype: string
      - name: multiple_choice_answer
        dtype: string
      - name: answers
        list:
          - name: answer
            dtype: string
          - name: answer_confidence
            dtype: string
          - name: answer_id
            dtype: int64
      - name: image_id
        dtype: int64
      - name: answer_type
        dtype: string
      - name: question_id
        dtype: int64
      - name: question
        dtype: string
      - name: image
        dtype: image
    splits:
      - name: lite
        num_bytes: 79046522.98300941
        num_examples: 500
    download_size: 78981610
    dataset_size: 79046522.98300941
configs:
  - config_name: ai2d
    data_files:
      - split: lite
        path: ai2d/lite-*
  - config_name: chartqa
    data_files:
      - split: lite
        path: chartqa/lite-*
  - config_name: coco2017_cap_val
    data_files:
      - split: lite
        path: coco2017_cap_val/lite-*
  - config_name: docvqa_val
    data_files:
      - split: lite
        path: docvqa_val/lite-*
  - config_name: flickr30k_test
    data_files:
      - split: lite
        path: flickr30k_test/lite-*
  - config_name: gqa
    data_files:
      - split: lite
        path: gqa/lite-*
  - config_name: infovqa_val
    data_files:
      - split: lite
        path: infovqa_val/lite-*
  - config_name: mmbench_cn_dev
    data_files:
      - split: lite
        path: mmbench_cn_dev/lite-*
  - config_name: mmbench_en_dev
    data_files:
      - split: lite
        path: mmbench_en_dev/lite-*
  - config_name: refcoco_bbox_val
    data_files:
      - split: lite
        path: refcoco_bbox_val/lite-*
  - config_name: seedbench
    data_files:
      - split: lite
        path: seedbench/lite-*
  - config_name: textcaps_val
    data_files:
      - split: lite
        path: textcaps_val/lite-*
  - config_name: textvqa_val
    data_files:
      - split: lite
        path: textvqa_val/lite-*
  - config_name: vizwiz_vqa_val
    data_files:
      - split: lite
        path: vizwiz_vqa_val/lite-*
  - config_name: vqav2_val
    data_files:
      - split: lite
        path: vqav2_val/lite-*