dataset_info:
features:
- name: query
dtype: string
- name: image
dtype: image
- name: image_filename
dtype: string
- name: text_description
dtype: string
splits:
- name: test
num_bytes: 179358199
num_examples: 1000
download_size: 160925496
dataset_size: 179358199
configs:
- config_name: default
data_files:
- split: test
path: data/test-*
TQA Dataset
This dataset is derived from the Textbook Question Answering dataset (TQA), reformatting the test split with modified field names, so that it can be used in the ViDoRe benchmark.
The text_description column contains OCR text extracted from the images using EasyOCR.
This particular dataset is a subsample of 1000 random rows from the full dataset which can be found here.
Citation
@inproceedings{Kembhavi2017TQA,
title={Are You Smarter Than A Sixth Grader? Textbook Question Answering for Multimodal Machine Comprehension},
author={Kembhavi, Aniruddha and Salvatori, Tommaso and Kolve, Eric and Mottaghi, Roozbeh and Schwenk, Dustin and Farhadi, Ali and Yatskar, Mark},
booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
year={2017}
}
Disclaimer
This dataset may contain publicly available images or text data. All data is provided for research and educational purposes only. If you are the rights holder of any content and have concerns regarding intellectual property or copyright, please contact us at "support-data (at) jina.ai" for removal. We do not collect or process personal, sensitive, or private information intentionally. If you believe this dataset includes such content (e.g., portraits, location-linked images, medical or financial data, or NSFW content), please notify us, and we will take appropriate action.
Copyright
All rights are reserved to the original authors of the documents.