---
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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  - name: id
    dtype: string
  - name: question
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  - name: options
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  - name: explanation
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  - name: img_type
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  - name: answer
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  - name: topic_difficulty
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  - name: question_type
    dtype: string
  - name: subfield
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    num_examples: 5
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    num_examples: 30
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    num_examples: 380
  download_size: 37363379
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- config_name: Agriculture
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    num_examples: 30
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  download_size: 1158036990
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- config_name: Architecture_and_Engineering
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  download_size: 48763955
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- config_name: Art
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  download_size: 585798641
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- config_name: Art_Theory
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  download_size: 930525695
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- config_name: Basic_Medical_Science
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  download_size: 84666454
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- config_name: Biology
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  download_size: 410242502
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- config_name: Chemistry
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- config_name: Clinical_Medicine
  features:
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  download_size: 160611488
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- config_name: Computer_Science
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  download_size: 55640991
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- config_name: Design
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  download_size: 142866617
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- config_name: Diagnostics_and_Laboratory_Medicine
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  download_size: 603957093
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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: Public_Health
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configs:
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- config_name: Agriculture
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    path: Agriculture/validation-*
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    path: Agriculture/test-*
- config_name: Architecture_and_Engineering
  data_files:
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    path: Architecture_and_Engineering/dev-*
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    path: Architecture_and_Engineering/validation-*
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    path: Architecture_and_Engineering/test-*
- config_name: Art
  data_files:
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    path: Art/dev-*
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    path: Art/validation-*
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    path: Art/test-*
- config_name: Art_Theory
  data_files:
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    path: Art_Theory/dev-*
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    path: Art_Theory/validation-*
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    path: Art_Theory/test-*
- config_name: Basic_Medical_Science
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    path: Basic_Medical_Science/dev-*
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    path: Basic_Medical_Science/validation-*
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    path: Basic_Medical_Science/test-*
- config_name: Biology
  data_files:
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    path: Biology/dev-*
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    path: Biology/validation-*
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    path: Biology/test-*
- config_name: Chemistry
  data_files:
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    path: Chemistry/validation-*
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    path: Chemistry/test-*
- config_name: Clinical_Medicine
  data_files:
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    path: Clinical_Medicine/dev-*
  - split: validation
    path: Clinical_Medicine/validation-*
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    path: Clinical_Medicine/test-*
- config_name: Computer_Science
  data_files:
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    path: Computer_Science/dev-*
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    path: Computer_Science/validation-*
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    path: Computer_Science/test-*
- config_name: Design
  data_files:
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    path: Design/dev-*
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    path: Design/test-*
- config_name: Diagnostics_and_Laboratory_Medicine
  data_files:
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- config_name: Economics
  data_files:
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    path: Economics/dev-*
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    path: Economics/validation-*
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    path: Economics/test-*
- config_name: Electronics
  data_files:
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    path: Electronics/dev-*
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- config_name: Energy_and_Power
  data_files:
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- config_name: Finance
  data_files:
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    path: Finance/dev-*
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    path: Finance/validation-*
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    path: Finance/test-*
- config_name: Geography
  data_files:
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    path: Geography/dev-*
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    path: Geography/validation-*
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    path: Geography/test-*
- config_name: History
  data_files:
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    path: History/dev-*
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    path: History/validation-*
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    path: History/test-*
- config_name: Literature
  data_files:
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    path: Literature/dev-*
  - split: validation
    path: Literature/validation-*
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    path: Literature/test-*
- config_name: Manage
  data_files:
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    path: Manage/dev-*
  - split: validation
    path: Manage/validation-*
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    path: Manage/test-*
- config_name: Marketing
  data_files:
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    path: Marketing/dev-*
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    path: Marketing/validation-*
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    path: Marketing/test-*
- config_name: Materials
  data_files:
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    path: Materials/dev-*
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    path: Materials/validation-*
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- config_name: Math
  data_files:
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    path: Math/dev-*
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    path: Math/validation-*
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    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:
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    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](https://huggingface.co/openthaigpt/openthaigpt1.5-72b-instruct) 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](https://huggingface.co/datasets/MMMU/MMMU)