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Datasets:
ivelin
/
ui_refexp

Tasks:
Image-to-Text
Languages:
English
Size:
10K<n<100K
ArXiv:
Tags:
ui-referring-expression
ui-refexp
License:
Dataset card Files Community
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ui_refexp
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---
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](https://github.com/google-research-datasets/uibert), which is in turn derived from the [RICO dataset](https://interactionmining.org/rico).

### 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

[More Information Needed]

### Data Splits

- train
- validation
- test

## Dataset Creation

### Curation Rationale

[More Information Needed]

### Source Data

#### Initial Data Collection and Normalization

[More Information Needed]

#### Who are the source language producers?

[More Information Needed]

### Annotations

#### Annotation process

[More Information Needed]

#### Who are the annotators?

[More Information Needed]

### Personal and Sensitive Information

[More Information Needed]

## Considerations for Using the Data

### Social Impact of Dataset

[More Information Needed]

### Discussion of Biases

[More Information Needed]

### Other Known Limitations

[More Information Needed]

## Additional Information

### Dataset Curators

[More Information Needed]

### Licensing Information

[More Information Needed]

### Citation Information

[More Information Needed]

### Contributions

[More Information Needed]