| --- |
| annotations_creators: [] |
| language: |
| - en |
| language_creators: [] |
| license: [] |
| multilinguality: |
| - monolingual |
| pretty_name: 'adaption-react_screenshot_to_code' |
| size_categories: |
| - n<1K |
| source_datasets: |
| - 'extended|https://huggingface.co/datasets/Reubencf/frontend-react-dataset' |
| tags: |
| - adaption |
| - instruction-tuning |
| - code |
| task_categories: [] |
| task_ids: [] |
| --- |
| |
|  |
|
|
| This dataset is a remastered version of this [dataset](https://huggingface.co/datasets/Reubencf/frontend-react-dataset) prepared using [Adaption's](https://adaptionlabs.ai/app/auth) Adaptive Data platform. |
|
|
| # adaption-react_screenshot_to_code |
| |
| This dataset contains 1,000 paired examples for training multimodal screenshot-to-code systems, specifically targeting React and TypeScript implementations. Each entry consists of a source webpage screenshot, a detailed visual description, and the corresponding generated React/TSX source code. The samples demonstrate high-fidelity UI recreations featuring modern libraries like Framer Motion for animations and Lucide React for iconography. |
| |
| ### Dataset size |
| |
| There are 100 data points in this dataset. This is an instruction tuning dataset. |
| |
| ### Quality of Remastered Dataset |
| |
| The final quality is A, with a relative quality improvement of 4.4%. |
| |
| ### Domain |
| - Code (100%) |
| |
| ### Language |
| - English (100%) |
| |
| ### Tone |
| - Technical (98%) |
| - Practical (2%) |
| |
| ### Evaluation Results |
| |
| - **Quality Gains:** |
| <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/cb0271e6-c4a9-4ea8-a376-ed93be51046d.png" alt="QualityGains" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" /> |
| |
| - **Grade Improvement:** |
| <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/339bb08a-5fb7-45a4-9ced-d5e1cfcd206e.png" alt="Grade" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" /> |
| |
| - **Percentile Chart:** |
| <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/0c960c17-18fa-4909-9647-8bbde41ec4d3.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" /> |
| |
