| --- |
| 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] |
|
|
