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Dataset Card for UIBert
Dataset Summary
This is 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
screenshot: blob of pixels.prompt: Prompt referring to a UI component with an optional action verb. For example "click on search button next to menu drawer."target_bounding_box: Bounding box of targeted UI components.[xmin, ymin, xmax, ymax]
Data Splits
- train: 15K samples
- validation: 471 samples
- test: 565 samples
Dataset Creation
Curation Rationale
[More Information Needed]
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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