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--- |
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license: cc-by-4.0 |
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task_categories: |
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- image-to-text |
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tags: |
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- ui-referring-expression |
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- ui-refexp |
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language: |
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- en |
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pretty_name: UI understanding |
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size_categories: |
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- 10K<n<100K |
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dataset_info: |
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features: |
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- name: screenshot |
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dtype: image |
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- name: prompt |
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dtype: string |
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- name: target_bounding_box |
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dtype: string |
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config_name: ui_refexp |
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splits: |
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- name: train |
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num_bytes: 562037265 |
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num_examples: 15624 |
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- name: validation |
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num_bytes: 60399225 |
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num_examples: 471 |
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- name: test |
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num_bytes: 69073969 |
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num_examples: 565 |
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download_size: 6515012176 |
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dataset_size: 691510459 |
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--- |
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# Dataset Card for UIBert |
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## Dataset Description |
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- **Homepage:** https://github.com/google-research-datasets/uibert |
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- **Repository:** https://github.com/google-research-datasets/uibert |
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- **Paper:** https://arxiv.org/abs/2107.13731 |
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- **Leaderboard:** |
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- UIBert: https://arxiv.org/abs/2107.13731 |
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- Pix2Struct: https://arxiv.org/pdf/2210.03347 |
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### Dataset Summary |
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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). |
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### Supported Tasks and Leaderboards |
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- UI Understanding |
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- UI Referring Expressions |
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- UI Action Automation |
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### Languages |
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- English |
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## Dataset Structure |
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- `screenshot`: blob of pixels. |
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- `prompt`: Prompt referring to a UI component with an optional action verb. For example "click on search button next to menu drawer." |
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- `target_bounding_box`: Bounding box of targeted UI components. `[xmin, ymin, xmax, ymax]` |
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### Data Splits |
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- train: 15K samples |
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- validation: 471 samples |
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- test: 565 samples |
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## Dataset Creation |
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### Curation Rationale |
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[More Information Needed] |
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### Source Data |
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#### Initial Data Collection and Normalization |
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[More Information Needed] |
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#### Who are the source language producers? |
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[More Information Needed] |
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### Annotations |
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#### Annotation process |
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[More Information Needed] |
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#### Who are the annotators? |
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[More Information Needed] |
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### Personal and Sensitive Information |
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[More Information Needed] |
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## Considerations for Using the Data |
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### Social Impact of Dataset |
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[More Information Needed] |
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### Discussion of Biases |
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[More Information Needed] |
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### Other Known Limitations |
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[More Information Needed] |
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## Additional Information |
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### Dataset Curators |
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[More Information Needed] |
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### Licensing Information |
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[More Information Needed] |
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### Citation Information |
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[More Information Needed] |
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### Contributions |
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[More Information Needed] |
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