Datasets:
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README.md
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license: mit
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task_categories:
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- question-answering
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language:
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- en
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- uk
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tags:
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- Screen Representation
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- MacOS
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- UI
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pretty_name: UI Parsing and Accessibility Dataset (UiPad)
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size_categories:
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- 1K<n<10K
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# UiPad - UI Parsing and Accessibility Dataset
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![image.png](https://cdn-uploads.huggingface.co/production/uploads/660c2657b481e58759ac95ad/GZV0ClEBKaqQ2RhZ8J2lA.png)
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**Questions (for evaluation)**
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The dataset includes several types of questions to evaluate UI understanding:
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- Numeric: "How many checkboxes are checked on the screen?" (485 instances)
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- Yes/No: "Is there a '+' button on the screen?" (306 instances)
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![image.png](https://cdn-uploads.huggingface.co/production/uploads/660c2657b481e58759ac95ad/dcnmJ8C0FpawfIE2Mu9RX.png)
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**Task and Objectives**
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UiPad's primary goal is to create an AI agent that understands and enhances UI accessibility in MacOS scenarios. The quality of the generated UI representation and the effectiveness of the AI agent are measured using Question Answering tasks related to UI understanding.
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**Limitations and Challenges**
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- Accessibility data may be incomplete, redundant or missing.
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- The dataset size is limited, which may not be sufficient for training models from scratch.
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- Human labelling of the Q/A introduces the potential for errors.
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**Dataset Card Contact**
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Feel free to reach out tech-research@macpaw.com if you have any questions or need further information about the dataset!
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---
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license: mit
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+
task_categories:
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+
- question-answering
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5 |
+
language:
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6 |
+
- en
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7 |
+
- uk
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8 |
+
tags:
|
9 |
+
- Screen Representation
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10 |
+
- MacOS
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+
- UI
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+
pretty_name: UI Parsing and Accessibility Dataset (UiPad)
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13 |
+
size_categories:
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+
- 1K<n<10K
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15 |
+
---
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# UiPad - UI Parsing and Accessibility Dataset
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18 |
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![image.png](https://cdn-uploads.huggingface.co/production/uploads/660c2657b481e58759ac95ad/GZV0ClEBKaqQ2RhZ8J2lA.png)
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**Questions (for evaluation)**
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+
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The dataset includes several types of questions to evaluate UI understanding:
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- Numeric: "How many checkboxes are checked on the screen?" (485 instances)
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- Yes/No: "Is there a '+' button on the screen?" (306 instances)
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|
|
70 |
![image.png](https://cdn-uploads.huggingface.co/production/uploads/660c2657b481e58759ac95ad/dcnmJ8C0FpawfIE2Mu9RX.png)
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**Task and Objectives**
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+
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UiPad's primary goal is to create an AI agent that understands and enhances UI accessibility in MacOS scenarios. The quality of the generated UI representation and the effectiveness of the AI agent are measured using Question Answering tasks related to UI understanding.
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**Limitations and Challenges**
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+
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- Accessibility data may be incomplete, redundant or missing.
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- The dataset size is limited, which may not be sufficient for training models from scratch.
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- Human labelling of the Q/A introduces the potential for errors.
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**Dataset Card Contact**
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+
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Feel free to reach out tech-research@macpaw.com if you have any questions or need further information about the dataset!
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