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---
dataset_info:
- config_name: afrikaans
features:
- name: question_text
dtype: string
- name: background
dtype: string
- name: answer_text
dtype: string
- name: options
sequence: string
- name: language
dtype: string
- name: level
dtype: string
- name: subject
dtype: string
- name: subject_category
dtype: string
splits:
- name: dev
num_bytes: 8860
num_examples: 25
- name: test
num_bytes: 194333
num_examples: 258
download_size: 71295
dataset_size: 203193
- config_name: chinese
features:
- name: question_text
dtype: string
- name: background
dtype: string
- name: answer_text
dtype: string
- name: options
sequence: string
- name: language
dtype: string
- name: level
dtype: string
- name: subject
dtype: string
- name: subject_category
dtype: string
splits:
- name: dev
num_bytes: 25055
num_examples: 29
- name: test
num_bytes: 485093
num_examples: 682
download_size: 289255
dataset_size: 510148
- config_name: english
features:
- name: question_text
dtype: string
- name: background
dtype: string
- name: answer_text
dtype: string
- name: options
sequence: string
- name: language
dtype: string
- name: level
dtype: string
- name: subject
dtype: string
- name: subject_category
dtype: string
splits:
- name: dev
num_bytes: 12792
num_examples: 32
- name: test
num_bytes: 2573796
num_examples: 1911
download_size: 697219
dataset_size: 2586588
- config_name: italian
features:
- name: question_text
dtype: string
- name: background
dtype: string
- name: answer_text
dtype: string
- name: options
sequence: string
- name: language
dtype: string
- name: level
dtype: string
- name: subject
dtype: string
- name: subject_category
dtype: string
splits:
- name: dev
num_bytes: 5834
num_examples: 18
- name: test
num_bytes: 2397963
num_examples: 811
download_size: 326671
dataset_size: 2403797
- config_name: javanese
features:
- name: question_text
dtype: string
- name: background
dtype: string
- name: answer_text
dtype: string
- name: options
sequence: string
- name: language
dtype: string
- name: level
dtype: string
- name: subject
dtype: string
- name: subject_category
dtype: string
splits:
- name: dev
num_bytes: 1425
num_examples: 6
- name: test
num_bytes: 187280
num_examples: 371
download_size: 84085
dataset_size: 188705
- config_name: portuguese
features:
- name: question_text
dtype: string
- name: background
dtype: string
- name: answer_text
dtype: string
- name: options
sequence: string
- name: language
dtype: string
- name: level
dtype: string
- name: subject
dtype: string
- name: subject_category
dtype: string
splits:
- name: dev
num_bytes: 20979
num_examples: 24
- name: test
num_bytes: 941655
num_examples: 889
download_size: 614816
dataset_size: 962634
- config_name: swahili
features:
- name: question_text
dtype: string
- name: background
dtype: string
- name: answer_text
dtype: string
- name: options
sequence: string
- name: language
dtype: string
- name: level
dtype: string
- name: subject
dtype: string
- name: subject_category
dtype: string
splits:
- name: dev
num_bytes: 2053
num_examples: 6
- name: test
num_bytes: 607215
num_examples: 428
download_size: 94031
dataset_size: 609268
- config_name: thai
features:
- name: question_text
dtype: string
- name: background
dtype: string
- name: answer_text
dtype: string
- name: options
sequence: string
- name: language
dtype: string
- name: level
dtype: string
- name: subject
dtype: string
- name: subject_category
dtype: string
splits:
- name: dev
num_bytes: 16185
num_examples: 26
- name: test
num_bytes: 2249737
num_examples: 2168
download_size: 901256
dataset_size: 2265922
- config_name: vietnamese
features:
- name: question_text
dtype: string
- name: background
dtype: string
- name: answer_text
dtype: string
- name: options
sequence: string
- name: language
dtype: string
- name: level
dtype: string
- name: subject
dtype: string
- name: subject_category
dtype: string
splits:
- name: dev
num_bytes: 7974
num_examples: 28
- name: test
num_bytes: 767759
num_examples: 1789
download_size: 375774
dataset_size: 775733
configs:
- config_name: afrikaans
data_files:
- split: dev
path: afrikaans/dev-*
- split: test
path: afrikaans/test-*
- config_name: chinese
data_files:
- split: dev
path: chinese/dev-*
- split: test
path: chinese/test-*
- config_name: english
data_files:
- split: dev
path: english/dev-*
- split: test
path: english/test-*
- config_name: italian
data_files:
- split: dev
path: italian/dev-*
- split: test
path: italian/test-*
- config_name: javanese
data_files:
- split: dev
path: javanese/dev-*
- split: test
path: javanese/test-*
- config_name: portuguese
data_files:
- split: dev
path: portuguese/dev-*
- split: test
path: portuguese/test-*
- config_name: swahili
data_files:
- split: dev
path: swahili/dev-*
- split: test
path: swahili/test-*
- config_name: thai
data_files:
- split: dev
path: thai/dev-*
- split: test
path: thai/test-*
- config_name: vietnamese
data_files:
- split: dev
path: vietnamese/dev-*
- split: test
path: vietnamese/test-*
---
# M3Exam: A Multilingual 🌏, Multimodal πŸ–Ό, Multilevel πŸ“ˆ Benchmark for LLMs
This is the repository for [M3Exam: A Multilingual, Multimodal, Multilevel Benchmark for Examining Large Language Models](https://arxiv.org/abs/2306.05179/).
TL;DR: We introduce M3Exam, a novel benchmark sourced from real and official human exam questions for evaluating LLMs in a multilingual, multimodal, and multilevel context.
![image](https://github.com/DAMO-NLP-SG/M3Exam/blob/main/images/m3exam-examples.jpg?raw=true)