metadata

license: cc-by-4.0
task_categories:
  - image-to-text
tags:
  - ui-referring-expression
  - ui-refexp
language:
  - en
pretty_name: UI understanding
size_categories:
  - 10K<n<100K

Dataset Card for UIBert

Dataset Description

Homepage: https://github.com/google-research-datasets/uibert
Repository: https://github.com/google-research-datasets/uibert
Paper: https://arxiv.org/abs/2107.13731
Leaderboard:
- UIBert: https://arxiv.org/abs/2107.13731
- Pix2Struct: https://arxiv.org/pdf/2210.03347

Dataset Summary

This a Hugging Face formatted dataset derived from the Google UIBert dataset, which is in turn derived from the RICO dataset.

Supported Tasks and Leaderboards

UI Understanding
UI Referring Expressions
UI Action Automation

Languages

English

Dataset Structure

image_path: path to UI screenshot.
question: Prompt referring to a UI component with an optional action verb. For example "click on search button next to menu drawer."
answer: Bounding box of targeted UI components. [xmin, ymin, xmax, ymax]

Data Instances

[More Information Needed]

Data Fields

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Data Splits

train
validation
test

Dataset Creation

Curation Rationale

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Source Data

Initial Data Collection and Normalization

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Who are the source language producers?

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Annotations

Annotation process

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Who are the annotators?

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Personal and Sensitive Information

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Considerations for Using the Data

Social Impact of Dataset

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Discussion of Biases

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Other Known Limitations

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Additional Information

Dataset Curators

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Licensing Information

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Citation Information

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Contributions

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