Datasets:
Tasks:
Visual Question Answering
Modalities:
Image
Sub-tasks:
visual-question-answering
Languages:
English
ArXiv:
License:
Added partial README
Browse files
README.md
ADDED
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---
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annotations_creators:
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- machine-generated
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language:
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- en
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language_creators:
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- machine-generated
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license:
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- cc-by-4.0
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multilinguality:
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- monolingual
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pretty_name: CLEVR-Math - Compositional language, visual, and mathematical reasoning
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size_categories:
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#- 100K<n<1M
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source_datasets: [clevr]
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tags:
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- reasoning
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- neuro-symbolic
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- multimodal
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task_categories:
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- visual-question-answering
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task_ids:
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- visual-question-answering
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---
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# Dataset Card for CLEVR-Math
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## Table of Contents
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- [Table of Contents](#table-of-contents)
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- [Dataset Description](#dataset-description)
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- [Dataset Summary](#dataset-summary)
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- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
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- [Languages](#languages)
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- [Dataset Structure](#dataset-structure)
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- [Data Instances](#data-instances)
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- [Data Fields](#data-fields)
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- [Data Splits](#data-splits)
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- [Dataset Creation](#dataset-creation)
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- [Curation Rationale](#curation-rationale)
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- [Source Data](#source-data)
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- [Annotations](#annotations)
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- [Personal and Sensitive Information](#personal-and-sensitive-information)
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- [Considerations for Using the Data](#considerations-for-using-the-data)
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- [Social Impact of Dataset](#social-impact-of-dataset)
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- [Discussion of Biases](#discussion-of-biases)
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- [Other Known Limitations](#other-known-limitations)
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- [Additional Information](#additional-information)
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- [Dataset Curators](#dataset-curators)
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- [Licensing Information](#licensing-information)
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- [Citation Information](#citation-information)
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- [Contributions](#contributions)
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## Dataset Description
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- **Homepage:**
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- **Repository:*https://github.com/dali-does/clevr-math*
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- **Paper:*https://arxiv.org/abs/2208.05358*
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- **Leaderboard:**
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- **Point of Contact:*dali@cs.umu.se*
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### Dataset Summary
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[More Information Needed]
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### Supported Tasks and Leaderboards
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[More Information Needed]
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### Languages
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The dataset is currently only available in English. To extend the dataset to other languages, the CLEVR templates must be rewritten in the target language.
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## Dataset Structure
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### Data Instances
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[More Information Needed]
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### Data Fields
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[More Information Needed]
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```
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features = datasets.Features(
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{
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"template": datasets.Value("string"),
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"id": datasets.Value("string"),
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"question": datasets.Value("string"),
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"image": datasets.Image(),
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"label": datasets.Value("int64")
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}
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)
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```
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### Data Splits
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[More Information Needed]
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## Dataset Creation
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### Curation Rationale
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[More Information Needed]
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### Source Data
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#### Initial Data Collection and Normalization
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[More Information Needed]
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#### Who are the source language producers?
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[More Information Needed]
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### Annotations
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#### Annotation process
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[More Information Needed]
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#### Who are the annotators?
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[More Information Needed]
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### Personal and Sensitive Information
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[More Information Needed]
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## Considerations for Using the Data
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### Social Impact of Dataset
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[More Information Needed]
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### Discussion of Biases
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[More Information Needed]
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### Other Known Limitations
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[More Information Needed]
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## Additional Information
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### Dataset Curators
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[More Information Needed]
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Adam Dahlgren Lindström - dali@cs.umu.se
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### Licensing Information
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Licensed under Creative Commons Attribution Share Alike 4.0 International (CC-by 4.0).
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### Citation Information
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[More Information Needed]
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```
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@misc{https://doi.org/10.48550/arxiv.2208.05358,
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doi = {10.48550/ARXIV.2208.05358},
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url = {https://arxiv.org/abs/2208.05358},
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author = {Lindström, Adam Dahlgren and Abraham, Savitha Sam},
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keywords = {Machine Learning (cs.LG), Computation and Language (cs.CL), Computer Vision and Pattern Recognition (cs.CV), FOS: Computer and information sciences, FOS: Computer and information sciences, I.2.7; I.2.10; I.2.6; I.4.8; I.1.4},
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title = {CLEVR-Math: A Dataset for Compositional Language, Visual, and Mathematical Reasoning},
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publisher = {arXiv},
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year = {2022},
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copyright = {Creative Commons Attribution Share Alike 4.0 International}
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}
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```
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### Contributions
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Thanks to [@dali-does](https://github.com/dali-does) for adding this dataset.
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