Datasets:

Reubencf
/

frontend-react-dataset

pretty_name: Frontend React Dataset
language:
  - en
task_categories:
  - image-to-text
tags:
  - screenshot-to-code
  - react
  - tsx
  - ui-generation
  - multimodal
size_categories:
  - 1K<n<10K
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*.parquet

Frontend React Dataset

This dataset contains 1,000 matched examples for training and evaluating multimodal screenshot-to-code systems.

Dataset structure

The dataset has one train split and exactly three columns:

screenshot: the source webpage screenshot as an embedded PNG image
description: a detailed, section-by-section visual description generated with Gemini 3.6 Flash
response: React/TSX implementation generated with GPT-5.6 Sol

The response field contains extracted source code without surrounding Markdown code fences.

Quality checks

All 1,000 source images were matched to their corresponding description and code response.
Image SHA-256 hashes were checked while packaging the dataset.
Every response passed static TSX syntax validation with esbuild.
API generation status was successful for all 1,000 examples.

Static syntax validation does not guarantee pixel-perfect visual similarity or that every example runs without its expected React dependencies.

Intended use

This dataset is intended for research and development involving:

screenshot-to-React generation
multimodal code generation
UI reconstruction
supervised fine-tuning and evaluation

Review the source screenshots and generated code for licensing, privacy, and redistribution requirements before making the dataset public or using it commercially.