---
license: apache-2.0
task_categories:
- question-answering
language:
- th
tags:
- exam
pretty_name: OpenThaiGPT Evaluation Dataset
size_categories:
- n<1K
---

# OpenThaiGPT Evaluation Dataset

[![Apache-2.0 License](https://img.shields.io/badge/license-Apache%202.0-blue.svg)](https://opensource.org/licenses/Apache-2.0)

## Overview

The **OpenThaiGPT Evaluation Dataset** is a collection of curated datasets designed for evaluating Thai-language question-answering models. The dataset is focused on benchmark exams, offering a comprehensive set of evaluation resources for various educational and professional domains in Thailand.

## Available Benchmark Datasets

This dataset includes multiple benchmark exams, covering both general academic and specialized professional subjects in Thailand:

- **A-Level**: Standardized test for high school students in Thailand.
- **TGAT**: Thai General Aptitude Test.
- **TPAT1**: Thai Professional Aptitude Test, a critical evaluation for professional pathways.
- **Thai Investment Consultant**: Designed to evaluate knowledge related to investment consulting in Thailand.
- **Facebook Belebele Thai**: A multilingual dataset for natural language understanding in the Thai context.
- **xcopa_th_200**: Cross-lingual transfer learning dataset for Thai.
- **xnli2.0_th_200**: Cross-lingual natural language inference dataset for Thai.
- **Thai ONET M3**: Standardized test for grade 9 students in Thailand.
- **Thai ONET M6**: Standardized test for grade 12 students in Thailand.

### ONET M3 (2021)
- **Subject**: Thai, Social Studies, Mathematics, Science, English
- **Source**: OCR from Public Exam, National Institute of Educational Testing Service (NIETS)
- **Dataset Repository**: OCR and cleaned by iApp Team, donated to OpenThaiGPT.
  - [ONET M3 2021 Exam Papers](https://www.niets.or.th/th/content/uploads/editor/files/O-NET/exam_m3_2564/)

### ONET M6 (2021-2025)
- **Subject**: Thai, Mathematics, Social Studies, Science, English
- **Source**: OCR from Public Exam, National Institute of Educational Testing Service (NIETS)
- **Dataset Repository on Huggingface**: [Thai ONET Exam Dataset](https://huggingface.co/datasets/openthaigpt/thai-onet-exam)
  - [ONET M6 2021 Exam Papers](https://www.niets.or.th/th/content/uploads/editor/files/O-NET/exam_m6_2564/)

### A-Level (2021-2022)
- **Subjects**: Applied Mathematics, Biology, English, Social Studies
- **Source**: Closed-source PDFs purchased from private tutors

### TGAT (2021)
- **Subjects**: Critical Thinking
- **Source**: Closed-source PDFs purchased from private tutors

### TPAT1 (2020-2021)
- **Subjects**: Medical Ethics
- **Source**: Closed-source PDFs purchased from private tutors

### Thai Investment Consultant Licensing Exams
- **Subjects**: IC Plain, IC Complex (P2, P3)
- **Source**: OCR from Public Exam, The Stock Exchange of Thailand (SET)
- **Dataset Repository on Huggingface**: [Thai Investment Consultant Licensing Exams](https://huggingface.co/datasets/openthaigpt/thai-investment-consultant-licensing-exams)

### Facebook Belebele Thai (200 Rows)
- **Source**: Open dataset from Huggingface
- **Dataset Repository on Huggingface**: [Facebook Belebele](https://huggingface.co/datasets/facebook/belebele)
- **Note**: The first 200 rows are selected for evaluation speed and cost efficiency. Cleaned by OpenThaiGPT.

### XCOPA TH (200 Rows)
- **Source**: Open dataset from Huggingface
- **Dataset Repository on Huggingface**: [XCOPA Thai](https://huggingface.co/datasets/xcopa)
- **Note**: The first 200 rows are selected for evaluation speed and cost efficiency. Cleaned by OpenThaiGPT.

### XNLI 2.0 TH (200 Rows)
- **Source**: Open dataset from Huggingface
- **Dataset Repository on Huggingface**: [XNLI Thai](https://huggingface.co/datasets/xnli)
- **Note**: The first 200 rows are selected for evaluation speed and cost efficiency. Cleaned by OpenThaiGPT.

## Dataset Details

Each dataset in this collection is designed to assess different facets of Thai language understanding and knowledge in various educational and professional sectors. The dataset is invaluable for training, fine-tuning, and evaluating question-answering systems and other language models in Thai.

For more detailed information about each exam, please refer to the [exam details sheet](https://docs.google.com/spreadsheets/d/1ZtP5Jkx0IvCWNPQhMKitZszGnLKqvEDEf0OKdmQiXjA/edit#gid=1181424412).

### Key Features
- **Question Format**: All questions are provided in text format.
- **Multiple Choice Questions**: The dataset includes multiple choice questions, offering a range of possible answers for each query.
- **Solutions**: Correct answers to all questions are provided.
- **Thai Human Verification**: Each item in the dataset has been verified by a Thai-speaking individual who is not a domain expert, ensuring the clarity and accessibility of the content.
- **Extra Annotations**:
  - `isAnswerable`: Indicates whether the question can be answered with the provided text alone, without the need for additional information such as visual aids.
  - `isMultipleChoice`: Identifies if the question is a multiple choice question.
  - `isSingleChoiceSolution`: Specifies if there is only one correct answer among the provided choices.

## Dataset Statistics

- **Task Categories**: Question Answering
- **Language**: Thai
- **Dataset Tags**: Exam, Benchmark
- **Size**: Less than 1K examples

## License

This dataset is distributed under the [Apache-2.0 License](https://opensource.org/licenses/Apache-2.0).

## Maintainer
Dr. Kobkrit Viriyayudhakorn 
Email: kobkrit@iapp.co.th

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This dataset is continuously updated and maintained. Contributions and feedback are welcome to improve the coverage and quality of this resource.