|
--- |
|
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 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] |
|
|
