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--- |
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language: |
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- th |
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license: |
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- apache-2.0 |
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- other |
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size_categories: |
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- 10K<n<100K |
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task_categories: |
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- question-answering |
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- visual-question-answering |
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- multiple-choice |
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pretty_name: mmmu thai |
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dataset_info: |
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- config_name: Accounting |
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features: |
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- name: id |
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dtype: string |
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- name: question |
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dtype: string |
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- name: options |
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dtype: string |
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- name: explanation |
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dtype: string |
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dtype: image |
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dtype: image |
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dtype: image |
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- name: img_type |
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dtype: string |
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- name: answer |
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dtype: string |
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- name: topic_difficulty |
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dtype: string |
|
- name: question_type |
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dtype: string |
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- name: subfield |
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dtype: string |
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splits: |
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- name: dev |
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num_bytes: 262599.0 |
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num_examples: 5 |
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num_examples: 30 |
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num_examples: 380 |
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download_size: 37363379 |
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dataset_size: 23996509.0 |
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- config_name: Agriculture |
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features: |
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- name: id |
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dtype: string |
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- name: question |
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dtype: string |
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- name: options |
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dtype: string |
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- name: explanation |
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dtype: string |
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dtype: image |
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dtype: image |
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dtype: string |
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dtype: string |
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dtype: string |
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- name: question_type |
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dtype: string |
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- name: subfield |
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dtype: string |
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splits: |
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num_examples: 30 |
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num_examples: 287 |
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download_size: 1158036990 |
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dataset_size: 1134964291.0 |
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- config_name: Architecture_and_Engineering |
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features: |
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dtype: string |
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dtype: string |
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- name: options |
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download_size: 48763955 |
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dataset_size: 16913735.0 |
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- config_name: Art |
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features: |
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dtype: string |
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dtype: string |
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splits: |
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download_size: 585798641 |
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- config_name: Art_Theory |
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features: |
|
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num_examples: 429 |
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download_size: 930525695 |
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dataset_size: 594091311.0 |
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- config_name: Basic_Medical_Science |
|
features: |
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dtype: string |
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num_examples: 326 |
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download_size: 84666454 |
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dataset_size: 53066131.0 |
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- config_name: Biology |
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features: |
|
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dtype: string |
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- config_name: Chemistry |
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features: |
|
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dataset_size: 39000499.0 |
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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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features: |
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- config_name: Electronics |
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- config_name: Energy_and_Power |
|
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- config_name: Finance |
|
features: |
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- name: id |
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data_files: |
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path: Accounting/dev-* |
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path: Accounting/validation-* |
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path: Agriculture/dev-* |
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path: Agriculture/validation-* |
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path: Architecture_and_Engineering/test-* |
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path: Clinical_Medicine/dev-* |
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path: Clinical_Medicine/validation-* |
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path: Clinical_Medicine/test-* |
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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](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) |
|
|
|
|
