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metadata
dataset_info:
  - config_name: accounting
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  - config_name: biology
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  - config_name: dentistry
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  - config_name: electronic_circuits
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  - config_name: fundamentals_of_physical_therapy
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  - config_name: geography
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  - config_name: mathematics
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  - config_name: mechanics
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  - config_name: medical
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  - config_name: music
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  - config_name: natural_science
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  - config_name: navigation
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  - config_name: pharmaceutical_chemistry
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  - config_name: physics
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  - config_name: sociology
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  - config_name: statistics
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  - config_name: structural_engineering
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  - config_name: veterinary_medicine
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    dataset_size: 5030818
configs:
  - config_name: accounting
    data_files:
      - split: test
        path: accounting/test-*
      - split: val
        path: accounting/val-*
      - split: dev
        path: accounting/dev-*
  - config_name: arts
    data_files:
      - split: test
        path: arts/test-*
      - split: val
        path: arts/val-*
      - split: dev
        path: arts/dev-*
  - config_name: biology
    data_files:
      - split: test
        path: biology/test-*
      - split: val
        path: biology/val-*
      - split: dev
        path: biology/dev-*
  - config_name: chemistry
    data_files:
      - split: test
        path: chemistry/test-*
      - split: val
        path: chemistry/val-*
      - split: dev
        path: chemistry/dev-*
  - config_name: chinese_literature
    data_files:
      - split: test
        path: chinese_literature/test-*
      - split: val
        path: chinese_literature/val-*
      - split: dev
        path: chinese_literature/dev-*
  - config_name: dentistry
    data_files:
      - split: test
        path: dentistry/test-*
      - split: val
        path: dentistry/val-*
      - split: dev
        path: dentistry/dev-*
  - config_name: electronic_circuits
    data_files:
      - split: test
        path: electronic_circuits/test-*
      - split: val
        path: electronic_circuits/val-*
      - split: dev
        path: electronic_circuits/dev-*
  - config_name: fundamentals_of_physical_therapy
    data_files:
      - split: test
        path: fundamentals_of_physical_therapy/test-*
      - split: val
        path: fundamentals_of_physical_therapy/val-*
      - split: dev
        path: fundamentals_of_physical_therapy/dev-*
  - config_name: geography
    data_files:
      - split: val
        path: geography/val-*
      - split: dev
        path: geography/dev-*
      - split: test
        path: geography/test-*
  - config_name: mathematics
    data_files:
      - split: test
        path: mathematics/test-*
      - split: val
        path: mathematics/val-*
      - split: dev
        path: mathematics/dev-*
  - config_name: mechanics
    data_files:
      - split: test
        path: mechanics/test-*
      - split: val
        path: mechanics/val-*
      - split: dev
        path: mechanics/dev-*
  - config_name: medical
    data_files:
      - split: test
        path: medical/test-*
      - split: val
        path: medical/val-*
      - split: dev
        path: medical/dev-*
  - config_name: music
    data_files:
      - split: test
        path: music/test-*
      - split: val
        path: music/val-*
      - split: dev
        path: music/dev-*
  - config_name: natural_science
    data_files:
      - split: test
        path: natural_science/test-*
      - split: val
        path: natural_science/val-*
      - split: dev
        path: natural_science/dev-*
  - config_name: navigation
    data_files:
      - split: test
        path: navigation/test-*
      - split: val
        path: navigation/val-*
      - split: dev
        path: navigation/dev-*
  - config_name: pharmaceutical_chemistry
    data_files:
      - split: test
        path: pharmaceutical_chemistry/test-*
      - split: val
        path: pharmaceutical_chemistry/val-*
      - split: dev
        path: pharmaceutical_chemistry/dev-*
  - config_name: physics
    data_files:
      - split: test
        path: physics/test-*
      - split: val
        path: physics/val-*
      - split: dev
        path: physics/dev-*
  - config_name: sociology
    data_files:
      - split: test
        path: sociology/test-*
      - split: val
        path: sociology/val-*
      - split: dev
        path: sociology/dev-*
  - config_name: statistics
    data_files:
      - split: test
        path: statistics/test-*
      - split: val
        path: statistics/val-*
      - split: dev
        path: statistics/dev-*
  - config_name: structural_engineering
    data_files:
      - split: test
        path: structural_engineering/test-*
      - split: val
        path: structural_engineering/val-*
      - split: dev
        path: structural_engineering/dev-*
  - config_name: veterinary_medicine
    data_files:
      - split: test
        path: veterinary_medicine/test-*
      - split: val
        path: veterinary_medicine/val-*
      - split: dev
        path: veterinary_medicine/dev-*

VisTai-MCQ : Visual Multi-Choice Question answering

VisTai-MCQ, composed of past examination questions from various educational levels in Taiwan, ranging from primary and secondary education to specialized undergraduate courses, such as veterinary medicine.

Our benchmark dataset was constructed using real-world exam papers collected from publicly available sources spanning the years 2013 to 2024. We selected subjects specifically requiring visual comprehension, such as medical diagnostics (e.g., interpreting X-ray and ultrasound images), geometry, electronic circuit design, and chemistry. For each question, we additionally collected human performance data, including average accuracy scores, to better gauge question difficulty and establish a human performance baseline.