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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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+
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+ # Dataset Card for CLEVR-Math
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+
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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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+
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+ ## Dataset Description
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+
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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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+
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+ ### Dataset Summary
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+
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+ [More Information Needed]
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+
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+ ### Supported Tasks and Leaderboards
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+
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+ [More Information Needed]
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+
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+ ### Languages
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+
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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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+
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+ ## Dataset Structure
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+
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+ ### Data Instances
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+
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+ [More Information Needed]
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+
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+ ### Data Fields
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+
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+ [More Information Needed]
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+
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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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+
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+ ### Data Splits
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+
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+ [More Information Needed]
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+
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+ ## Dataset Creation
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+
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+ ### Curation Rationale
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+
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+ [More Information Needed]
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+
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+ ### Source Data
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+
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+ #### Initial Data Collection and Normalization
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+
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+ [More Information Needed]
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+
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+ #### Who are the source language producers?
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+
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+ [More Information Needed]
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+
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+ ### Annotations
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+
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+ #### Annotation process
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+
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+ [More Information Needed]
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+
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+ #### Who are the annotators?
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+
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+ [More Information Needed]
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+
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+ ### Personal and Sensitive Information
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+
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+ [More Information Needed]
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+
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+ ## Considerations for Using the Data
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+
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+ ### Social Impact of Dataset
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+
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+ [More Information Needed]
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+
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+ ### Discussion of Biases
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+
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+ [More Information Needed]
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+
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+ ### Other Known Limitations
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+
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+ [More Information Needed]
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+
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+ ## Additional Information
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+
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+ ### Dataset Curators
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+
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+ [More Information Needed]
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+ Adam Dahlgren Lindström - dali@cs.umu.se
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+
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+ ### Licensing Information
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+
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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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+
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+ [More Information Needed]
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+
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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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+
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+ ### Contributions
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+
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+ Thanks to [@dali-does](https://github.com/dali-does) for adding this dataset.
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+