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Datasets:
iapp
/
MMMU-Thai

Tasks:
Question Answering
Visual Question Answering
Multiple Choice
Modalities:
Image
Text
Formats:
parquet
Languages:
Thai
Size:
10K - 100K
Tags:
biology
medical
finance
chemistry
music
art
Libraries:
Datasets
Dask
License:
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metadata
language:
  - th
license:
  - apache-2.0
  - other
size_categories:
  - 10K<n<100K
task_categories:
  - question-answering
  - visual-question-answering
  - multiple-choice
pretty_name: mmmu thai
dataset_info:
  - config_name: Accounting
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  - config_name: Agriculture
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  - config_name: Architecture_and_Engineering
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  - config_name: Art
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  - config_name: Art_Theory
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  - config_name: Basic_Medical_Science
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  - config_name: Biology
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  - config_name: Chemistry
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  - config_name: Clinical_Medicine
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  - config_name: Computer_Science
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  - config_name: Design
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  - config_name: Diagnostics_and_Laboratory_Medicine
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  - config_name: Economics
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  - config_name: Electronics
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  - config_name: Energy_and_Power
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  - config_name: Finance
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  - config_name: Geography
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  - config_name: History
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  - config_name: Literature
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  - config_name: Manage
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  - config_name: Marketing
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  - config_name: Materials
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  - config_name: Mechanical_Engineering
    features:
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    download_size: 30450114
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  - config_name: Music
    features:
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      - name: image_1
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      - name: topic_difficulty
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  - config_name: Pharmacy
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  - config_name: Physics
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  - config_name: Psychology
    features:
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    download_size: 102466671
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  - config_name: Public_Health
    features:
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    download_size: 48231609
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  - config_name: Sociology
    features:
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    download_size: 310313826
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configs:
  - config_name: Accounting
    data_files:
      - split: dev
        path: Accounting/dev-*
      - split: validation
        path: Accounting/validation-*
      - split: test
        path: Accounting/test-*
  - config_name: Agriculture
    data_files:
      - split: dev
        path: Agriculture/dev-*
      - split: validation
        path: Agriculture/validation-*
      - split: test
        path: Agriculture/test-*
  - config_name: Architecture_and_Engineering
    data_files:
      - split: dev
        path: Architecture_and_Engineering/dev-*
      - split: validation
        path: Architecture_and_Engineering/validation-*
      - split: test
        path: Architecture_and_Engineering/test-*
  - config_name: Art
    data_files:
      - split: dev
        path: Art/dev-*
      - split: validation
        path: Art/validation-*
      - split: test
        path: Art/test-*
  - config_name: Art_Theory
    data_files:
      - split: dev
        path: Art_Theory/dev-*
      - split: validation
        path: Art_Theory/validation-*
      - split: test
        path: Art_Theory/test-*
  - config_name: Basic_Medical_Science
    data_files:
      - split: dev
        path: Basic_Medical_Science/dev-*
      - split: validation
        path: Basic_Medical_Science/validation-*
      - split: test
        path: Basic_Medical_Science/test-*
  - config_name: Biology
    data_files:
      - split: dev
        path: Biology/dev-*
      - split: validation
        path: Biology/validation-*
      - split: test
        path: Biology/test-*
  - config_name: Chemistry
    data_files:
      - split: dev
        path: Chemistry/dev-*
      - split: validation
        path: Chemistry/validation-*
      - split: test
        path: Chemistry/test-*
  - config_name: Clinical_Medicine
    data_files:
      - split: dev
        path: Clinical_Medicine/dev-*
      - split: validation
        path: Clinical_Medicine/validation-*
      - split: test
        path: Clinical_Medicine/test-*
  - config_name: Computer_Science
    data_files:
      - split: dev
        path: Computer_Science/dev-*
      - split: validation
        path: Computer_Science/validation-*
      - split: test
        path: Computer_Science/test-*
  - config_name: Design
    data_files:
      - split: dev
        path: Design/dev-*
      - split: validation
        path: Design/validation-*
      - split: test
        path: Design/test-*
  - config_name: Diagnostics_and_Laboratory_Medicine
    data_files:
      - split: dev
        path: Diagnostics_and_Laboratory_Medicine/dev-*
      - split: validation
        path: Diagnostics_and_Laboratory_Medicine/validation-*
      - split: test
        path: Diagnostics_and_Laboratory_Medicine/test-*
  - config_name: Economics
    data_files:
      - split: dev
        path: Economics/dev-*
      - split: validation
        path: Economics/validation-*
      - split: test
        path: Economics/test-*
  - config_name: Electronics
    data_files:
      - split: dev
        path: Electronics/dev-*
      - split: validation
        path: Electronics/validation-*
      - split: test
        path: Electronics/test-*
  - config_name: Energy_and_Power
    data_files:
      - split: dev
        path: Energy_and_Power/dev-*
      - split: validation
        path: Energy_and_Power/validation-*
      - split: test
        path: Energy_and_Power/test-*
  - config_name: Finance
    data_files:
      - split: dev
        path: Finance/dev-*
      - split: validation
        path: Finance/validation-*
      - split: test
        path: Finance/test-*
  - config_name: Geography
    data_files:
      - split: dev
        path: Geography/dev-*
      - split: validation
        path: Geography/validation-*
      - split: test
        path: Geography/test-*
  - config_name: History
    data_files:
      - split: dev
        path: History/dev-*
      - split: validation
        path: History/validation-*
      - split: test
        path: History/test-*
  - config_name: Literature
    data_files:
      - split: dev
        path: Literature/dev-*
      - split: validation
        path: Literature/validation-*
      - split: test
        path: Literature/test-*
  - config_name: Manage
    data_files:
      - split: dev
        path: Manage/dev-*
      - split: validation
        path: Manage/validation-*
      - split: test
        path: Manage/test-*
  - config_name: Marketing
    data_files:
      - split: dev
        path: Marketing/dev-*
      - split: validation
        path: Marketing/validation-*
      - split: test
        path: Marketing/test-*
  - config_name: Materials
    data_files:
      - split: dev
        path: Materials/dev-*
      - split: validation
        path: Materials/validation-*
      - split: test
        path: Materials/test-*
  - config_name: Math
    data_files:
      - split: dev
        path: Math/dev-*
      - split: validation
        path: Math/validation-*
      - split: test
        path: Math/test-*
  - config_name: Mechanical_Engineering
    data_files:
      - split: dev
        path: Mechanical_Engineering/dev-*
      - split: validation
        path: Mechanical_Engineering/validation-*
      - split: test
        path: Mechanical_Engineering/test-*
  - config_name: Music
    data_files:
      - split: dev
        path: Music/dev-*
      - split: validation
        path: Music/validation-*
      - split: test
        path: Music/test-*
  - config_name: Pharmacy
    data_files:
      - split: dev
        path: Pharmacy/dev-*
      - split: validation
        path: Pharmacy/validation-*
      - split: test
        path: Pharmacy/test-*
  - config_name: Physics
    data_files:
      - split: dev
        path: Physics/dev-*
      - split: validation
        path: Physics/validation-*
      - split: test
        path: Physics/test-*
  - config_name: Psychology
    data_files:
      - split: dev
        path: Psychology/dev-*
      - split: validation
        path: Psychology/validation-*
      - split: test
        path: Psychology/test-*
  - config_name: Public_Health
    data_files:
      - split: dev
        path: Public_Health/dev-*
      - split: validation
        path: Public_Health/validation-*
      - split: test
        path: Public_Health/test-*
  - config_name: Sociology
    data_files:
      - split: dev
        path: Sociology/dev-*
      - split: validation
        path: Sociology/validation-*
      - split: test
        path: Sociology/test-*
tags:
  - biology
  - medical
  - finance
  - chemistry
  - music
  - art
  - art_theory
  - design
  - music
  - business
  - accounting
  - economics
  - finance
  - manage
  - marketing
  - health
  - medicine
  - basic_medical_science
  - clinical
  - pharmacy
  - public_health
  - humanities
  - social_science
  - history
  - literature
  - sociology
  - psychology
  - science
  - biology
  - chemistry
  - geography
  - math
  - physics
  - engineering
  - agriculture
  - architecture
  - computer_science
  - electronics
  - energy_and_power
  - materials
  - mechanical_engineering

MMMU Thai (MMMU Benchmark Translated to Thai)

MMMU Thai is a dataset for evaluating multimodal models on massive multi-discipline tasks requiring college-level knowledge and deliberate reasoning. This dataset is translated from MMMU (A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI) into Thai.

Dataset Details

MMMU Thai consists of 11,500 meticulously collected multimodal questions from college exams, quizzes, and textbooks, covering six core disciplines:

  1. Art & Design
  2. Business
  3. Science
  4. Health & Medicine
  5. Humanities & Social Science
  6. Tech & Engineering

These questions span 30 subjects and 183 subfields, comprising 30 highly heterogeneous image types, such as charts, diagrams, maps, tables, music sheets, and chemical structures.

Dataset Structure

MMMU Thai includes:

  • Development set: 150 samples
  • Validation set: 900 samples
  • Test set: 10,500 questions (without answers)

The development set is used for few-shot/in-context learning, and the validation set is used for debugging models, selecting hyperparameters, or quick evaluations. The answers and explanations for the test set questions are withheld.

How We Built This Dataset

This dataset was automatically translated to Thai using openthaigpt1.5-72b on the columns: question, options, and explanation, ensuring consistency between options and answers using human. Improved using Qwen.

LICENSE

This dataset is dual-licensed under Apache License 2.0 and the Qwen LICENSE Agreement. The original MMMU dataset is licensed under Apache 2.0, while the improvements made using Qwen-derived models are subject to the Qwen LICENSE Agreement.

Maintainer

Kobkrit Viriyayudhakorn (kobkrit@iapp.co.th)

References

Original dataset: MMMU Dataset