Datasets:
metadata
dataset_info:
- config_name: arb_Arab
features:
- name: image
sequence: image
- name: instruction
dtype: string
- name: question_id
dtype: string
- name: language
dtype: string
splits:
- name: test
num_bytes: 137486834
num_examples: 500
download_size: 134791124
dataset_size: 137486834
- config_name: ces_Latn
features:
- name: image
sequence: image
- name: instruction
dtype: string
- name: question_id
dtype: string
- name: language
dtype: string
splits:
- name: test
num_bytes: 137446520
num_examples: 500
download_size: 134785755
dataset_size: 137446520
- config_name: deu_Latn
features:
- name: image
sequence: image
- name: instruction
dtype: string
- name: question_id
dtype: string
- name: language
dtype: string
splits:
- name: test
num_bytes: 137454238
num_examples: 500
download_size: 134791175
dataset_size: 137454238
- config_name: ell_Grek
features:
- name: image
sequence: image
- name: instruction
dtype: string
- name: question_id
dtype: string
- name: language
dtype: string
splits:
- name: test
num_bytes: 137517346
num_examples: 500
download_size: 134806393
dataset_size: 137517346
- config_name: eng_Latn
features:
- name: image
sequence: image
- name: instruction
dtype: string
- name: question_id
dtype: string
- name: language
dtype: string
splits:
- name: test
num_bytes: 137444817
num_examples: 500
download_size: 134781944
dataset_size: 137444817
- config_name: fra_Latn
features:
- name: image
sequence: image
- name: instruction
dtype: string
- name: question_id
dtype: string
- name: language
dtype: string
splits:
- name: test
num_bytes: 137459947
num_examples: 500
download_size: 134787833
dataset_size: 137459947
- config_name: heb_Hebr
features:
- name: image
sequence: image
- name: instruction
dtype: string
- name: question_id
dtype: string
- name: language
dtype: string
splits:
- name: test
num_bytes: 137466677
num_examples: 500
download_size: 134786188
dataset_size: 137466677
- config_name: hin_Deva
features:
- name: image
sequence: image
- name: instruction
dtype: string
- name: question_id
dtype: string
- name: language
dtype: string
splits:
- name: test
num_bytes: 137551925
num_examples: 500
download_size: 134802709
dataset_size: 137551925
- config_name: ind_Latn
features:
- name: image
sequence: image
- name: instruction
dtype: string
- name: question_id
dtype: string
- name: language
dtype: string
splits:
- name: test
num_bytes: 137448668
num_examples: 500
download_size: 134782439
dataset_size: 137448668
- config_name: ita_Latn
features:
- name: image
sequence: image
- name: instruction
dtype: string
- name: question_id
dtype: string
- name: language
dtype: string
splits:
- name: test
num_bytes: 137453609
num_examples: 500
download_size: 134784924
dataset_size: 137453609
- config_name: jpn_Jpan
features:
- name: image
sequence: image
- name: instruction
dtype: string
- name: question_id
dtype: string
- name: language
dtype: string
splits:
- name: test
num_bytes: 137468766
num_examples: 500
download_size: 134789904
dataset_size: 137468766
- config_name: kor_Hang
features:
- name: image
sequence: image
- name: instruction
dtype: string
- name: question_id
dtype: string
- name: language
dtype: string
splits:
- name: test
num_bytes: 137456091
num_examples: 500
download_size: 134786371
dataset_size: 137456091
- config_name: nld_Latn
features:
- name: image
sequence: image
- name: instruction
dtype: string
- name: question_id
dtype: string
- name: language
dtype: string
splits:
- name: test
num_bytes: 137450666
num_examples: 500
download_size: 134787031
dataset_size: 137450666
- config_name: pes_Arab
features:
- name: image
sequence: image
- name: instruction
dtype: string
- name: question_id
dtype: string
- name: language
dtype: string
splits:
- name: test
num_bytes: 137488564
num_examples: 500
download_size: 134791472
dataset_size: 137488564
- config_name: pol_Latn
features:
- name: image
sequence: image
- name: instruction
dtype: string
- name: question_id
dtype: string
- name: language
dtype: string
splits:
- name: test
num_bytes: 137450892
num_examples: 500
download_size: 134785811
dataset_size: 137450892
- config_name: por_Latn
features:
- name: image
sequence: image
- name: instruction
dtype: string
- name: question_id
dtype: string
- name: language
dtype: string
splits:
- name: test
num_bytes: 137452024
num_examples: 500
download_size: 134787586
dataset_size: 137452024
- config_name: ron_Latn
features:
- name: image
sequence: image
- name: instruction
dtype: string
- name: question_id
dtype: string
- name: language
dtype: string
splits:
- name: test
num_bytes: 137454947
num_examples: 500
download_size: 134793403
dataset_size: 137454947
- config_name: rus_Cyrl
features:
- name: image
sequence: image
- name: instruction
dtype: string
- name: question_id
dtype: string
- name: language
dtype: string
splits:
- name: test
num_bytes: 137516580
num_examples: 500
download_size: 134797794
dataset_size: 137516580
- config_name: spa_Latn
features:
- name: image
sequence: image
- name: instruction
dtype: string
- name: question_id
dtype: string
- name: language
dtype: string
splits:
- name: test
num_bytes: 137455061
num_examples: 500
download_size: 134791206
dataset_size: 137455061
- config_name: tur_Latn
features:
- name: image
sequence: image
- name: instruction
dtype: string
- name: question_id
dtype: string
- name: language
dtype: string
splits:
- name: test
num_bytes: 137451025
num_examples: 500
download_size: 134784568
dataset_size: 137451025
- config_name: ukr_Cyrl
features:
- name: image
sequence: image
- name: instruction
dtype: string
- name: question_id
dtype: string
- name: language
dtype: string
splits:
- name: test
num_bytes: 137504125
num_examples: 500
download_size: 134798191
dataset_size: 137504125
- config_name: vie_Latn
features:
- name: image
sequence: image
- name: instruction
dtype: string
- name: question_id
dtype: string
- name: language
dtype: string
splits:
- name: test
num_bytes: 137471202
num_examples: 500
download_size: 134788152
dataset_size: 137471202
- config_name: zho_Hans
features:
- name: image
sequence: image
- name: instruction
dtype: string
- name: question_id
dtype: string
- name: language
dtype: string
splits:
- name: test
num_bytes: 137434509
num_examples: 500
download_size: 134781164
dataset_size: 137434509
configs:
- config_name: arb_Arab
data_files:
- split: test
path: arb_Arab/test-*
- config_name: ces_Latn
data_files:
- split: test
path: ces_Latn/test-*
- config_name: deu_Latn
data_files:
- split: test
path: deu_Latn/test-*
- config_name: ell_Grek
data_files:
- split: test
path: ell_Grek/test-*
- config_name: eng_Latn
data_files:
- split: test
path: eng_Latn/test-*
- config_name: fra_Latn
data_files:
- split: test
path: fra_Latn/test-*
- config_name: heb_Hebr
data_files:
- split: test
path: heb_Hebr/test-*
- config_name: hin_Deva
data_files:
- split: test
path: hin_Deva/test-*
- config_name: ind_Latn
data_files:
- split: test
path: ind_Latn/test-*
- config_name: ita_Latn
data_files:
- split: test
path: ita_Latn/test-*
- config_name: jpn_Jpan
data_files:
- split: test
path: jpn_Jpan/test-*
- config_name: kor_Hang
data_files:
- split: test
path: kor_Hang/test-*
- config_name: nld_Latn
data_files:
- split: test
path: nld_Latn/test-*
- config_name: pes_Arab
data_files:
- split: test
path: pes_Arab/test-*
- config_name: pol_Latn
data_files:
- split: test
path: pol_Latn/test-*
- config_name: por_Latn
data_files:
- split: test
path: por_Latn/test-*
- config_name: ron_Latn
data_files:
- split: test
path: ron_Latn/test-*
- config_name: rus_Cyrl
data_files:
- split: test
path: rus_Cyrl/test-*
- config_name: spa_Latn
data_files:
- split: test
path: spa_Latn/test-*
- config_name: tur_Latn
data_files:
- split: test
path: tur_Latn/test-*
- config_name: ukr_Cyrl
data_files:
- split: test
path: ukr_Cyrl/test-*
- config_name: vie_Latn
data_files:
- split: test
path: vie_Latn/test-*
- config_name: zho_Hans
data_files:
- split: test
path: zho_Hans/test-*
language:
- en
- fr
- de
- es
- it
- pt
- ja
- ko
- zh
- ar
- el
- fa
- pl
- id
- cs
- he
- hi
- nl
- ro
- ru
- tr
- uk
- vi
license: apache-2.0
Dataset Card for m-WildVision
Dataset Details
The m-WildVision dataset is a multilingual multimodal LLM evaluation set. This dataset was created by translating the prompts from the originally English-only WildVision (vision_bench_0617) test dataset using Google Translate API v3 to 22 languages. The original English-only prompts were created by Lu et al. (2024) and consist of 500 challenging user queries sourced from their WildVision-Arena platform. The authors show that these can be used to perform automatic LLM judge evaluations, which exhibit a high correlation with WildVision-Arena rankings.
Languages:
This dataset covers 23 languages: Arabic (arb_Arab), Chinese (zho_Hans), Czech (ces_Latn), Dutch (nld_Latn), English (eng_Latn), French (fra_Latn), German (deu_Latn), Greek (ell_Grek), Hebrew (heb_Hebr), Hindi (hin_Deva), Indonesian (ind_Latn), Italian (ita_Latn), Japanese (jpn_Jpan), Korean (kor_Hang), Persian (fas_Arab), Polish (pol_Latn), Portuguese (por_Latn), Romanian (ron_Latn), Russian (rus_Cyrl), Spanish (spa_Latn), Turkish (tur_Latn), Ukrainian (ukr_Cyrl), and Vietnamese (vie_Latn).
Load with Datasets
To load this dataset with Datasets, you'll need to install Datasets as pip install datasets --upgrade and then use the following code:
from datasets import load_dataset
dataset = load_dataset("CohereForAI/m-WildVision", "eng_Latn")
The above code block will load only the English subset of the entire dataset. You can load other subsets by specifying other supported languages of interest or the entire dataset by leaving that argument as blank.
Dataset Structure
An instance of the data from the English subset looks as follows:
{'question_id': a711a80b19c040c2a98364b5e181b020,
'language': 'eng_Latn',
'question': 'How many workers are working in the construction site? Are all of them wearing the safety equipments? If no, who are not wearing them?'
'image': [PIL.Image],
}
Dataset Fields
The following are the fields in the dataset:
- question_id: a unique ID for the example
- language: The language of the sample, indicating the subset to which it belongs.
- instruction: text of the prompt (question or instruction)
- image: The raw image data in .jpg format.
All language subsets of the dataset share the same fields as above.
Authorship
- Publishing Organization: Cohere For AI
- Industry Type: Not-for-profit - Tech
- Contact Details: https://cohere.com/research/aya
Licensing Information
This dataset can be used for any purpose, whether academic or commercial, under the terms of the Apache 2.0 License.