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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_info:
features:
- name: screenshot
dtype: image
- name: prompt
dtype: string
- name: target_bounding_box
dtype: string
config_name: ui_refexp
splits:
- name: train
num_bytes: 562037265
num_examples: 15624
- name: validation
num_bytes: 60399225
num_examples: 471
- name: test
num_bytes: 69073969
num_examples: 565
download_size: 6515012176
dataset_size: 691510459
---
# 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 is 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
- `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
[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]
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