Datasets:

tcz
/

rb-large-reduced

svg_mobile stringlengths 660 344k	svg_tablet stringlengths 663 341k	svg_desktop stringlengths 663 341k	html stringlengths 33 3.91M	url stringlengths 15 1.85k	msps_mobile float64 0.99 1	msps_tablet float64 0.3 1	msps_desktop float64 0.2 1	is_augmented bool 2 classes	has_media_queries bool 2 classes	page_sizes_desktop_width int64 360 280k	page_sizes_desktop_height int64 531 242k	page_sizes_tablet_width int64 360 280k	page_sizes_tablet_height int64 713 245k	page_sizes_mobile_width int64 258 280k	page_sizes_mobile_height int64 581 424k	svg_lengths_desktop int64 663 341k	svg_lengths_tablet int64 663 341k	svg_lengths_mobile int64 660 344k	page_data_size int64 33 3.91M
<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" width="393" height="852" viewBox="0 0 393 852"><g id="html1"><g data-tag="head" id="head1" data-z-index="auto" data-stacking-context="true" aria-owns="script1"><g data-tag="script" id="script1" data-z-index="auto" data-stacking-context="...	<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" width="834" height="1210" viewBox="0 0 834 1210"><g id="html1"><g data-tag="head" id="head1" data-z-index="auto" data-stacking-context="true" aria-owns="script1"><g data-tag="script" id="script1" data-z-index="auto" data-stacking-context...	<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" width="1440" height="900" viewBox="0 0 1440 900"><g id="html1"><g data-tag="head" id="head1" data-z-index="auto" data-stacking-context="true" aria-owns="script1"><g data-tag="script" id="script1" data-z-index="auto" data-stacking-context...	<body><p>Maintenance</p></body> <style> </style>	https://portal.gangov.com/	1	1	1	false	false	1,440	900	834	1,210	393	852	1,202	1,202	1,200	52
<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" width="393" height="852" viewBox="0 0 393 852"><g id="html1"><g data-tag="head" id="head1" data-z-index="auto" data-stacking-context="true" aria-owns="script1"><g data-tag="script" id="script1" data-z-index="auto" data-stacking-context="...	<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" width="834" height="1210" viewBox="0 0 834 1210"><g id="html1"><g data-tag="head" id="head1" data-z-index="auto" data-stacking-context="true" aria-owns="script1"><g data-tag="script" id="script1" data-z-index="auto" data-stacking-context...	<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" width="1440" height="900" viewBox="0 0 1440 900"><g id="html1"><g data-tag="head" id="head1" data-z-index="auto" data-stacking-context="true" aria-owns="script1"><g data-tag="script" id="script1" data-z-index="auto" data-stacking-context...	<body><div id="svg_front"></div><div id="logo_container"><div id="svg_back"></div><div id="logo_dynamic_container"><a href="/erp"><img alt="Foundant Logo" src="/c65127d4.png"></a><div class="tag_line"><strong>COMMUNITY</strong>SUITE</div></div></div></body> <style> body { height: 100%; padding: 0; margin: 0; ...	https://appalachianky.fcsuite.com/	0.999912	1	1	false	false	1,440	900	834	1,210	393	852	3,446	3,446	3,444	867
<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" width="393" height="852" viewBox="0 0 393 852"><g id="html1"><g data-tag="head" id="head1" data-z-index="auto" data-stacking-context="true" aria-owns="script1"><g data-tag="script" id="script1" data-z-index="auto" data-stacking-context="...	<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" width="834" height="1210" viewBox="0 0 834 1210"><g id="html1"><g data-tag="head" id="head1" data-z-index="auto" data-stacking-context="true" aria-owns="script1"><g data-tag="script" id="script1" data-z-index="auto" data-stacking-context...	<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" width="1440" height="909" viewBox="0 0 1440 909"><g id="html1"><g data-tag="head" id="head1" data-z-index="auto" data-stacking-context="true" aria-owns="script1"><g data-tag="script" id="script1" data-z-index="auto" data-stacking-context...	<body class="ehf-stylesheet-tutorstarter ehf-template-tutorstarter elementor-default elementor-kit-6 elementor-page elementor-page-7360 elementor-template-full-width home page page-id-7360 page-template page-template-elementor_header_footer theme-tutorstarter tutor-lms woocommerce-no-js"><div class="site" id="page"><he...	https://fabimedia.com/	0.997842	0.999811	0.997904	false	true	1,440	909	834	1,210	393	852	24,042	24,368	23,928	52,043
"<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"393\(...TRUNCATED)	"<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"834\(...TRUNCATED)	"<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"1440(...TRUNCATED)	"<body class=\"page ct-elementor-default-template elementor-default elementor-kit-9 elementor-page e(...TRUNCATED)	https://galaxy118slotlogin.com/	0.998899	0.998809	0.997868	true	true	1,440	906	834	1,210	393	852	19,766	16,491	16,532	27,996
"<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"393\(...TRUNCATED)	"<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"834\(...TRUNCATED)	"<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"1440(...TRUNCATED)	"<body data-drag-and-drop=\"{"ondragenter":"\\n(function() {\\n var $this = $(this);(...TRUNCATED)	https://litchfield-nh.finalforms.com/	0.999425	0.999498	0.999646	false	true	1,440	1,034	834	1,210	393	1,683	53,670	53,712	54,936	28,325
"<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"980\(...TRUNCATED)	"<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"980\(...TRUNCATED)	"<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"1440(...TRUNCATED)	"<body class=\"\"><pages-css id=\"pages-css\"></pages-css><div id=\"SITE_CONTAINER\"><div class=\"ma(...TRUNCATED)	https://www.freijconstruction.com/blank-1	0.999565	0.999695	0.999565	false	true	1,440	900	980	1,210	980	852	13,282	13,274	13,268	26,105
"<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"393\(...TRUNCATED)	"<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"834\(...TRUNCATED)	"<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"1440(...TRUNCATED)	"<body id=\"body_top\"><div id=\"wrap\"><div class=\"clear\" id=\"container\"><header><div class=\"h(...TRUNCATED)	http://form1.fc2.com/	0.999262	0.998268	0.999205	false	true	1,440	1,385	834	1,334	393	1,269	29,642	29,652	27,592	18,799
"<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"518\(...TRUNCATED)	"<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"834\(...TRUNCATED)	"<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"1440(...TRUNCATED)	"<body class=\"landing-page\"><header><section><div class=\"top-nav-bar\"><div class=\"container\"><(...TRUNCATED)	https://www.gammagard.com/	0.999737	0.999663	0.999874	true	true	1,440	1,255	834	1,210	518	1,750	24,331	23,585	24,561	15,981
"<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"558\(...TRUNCATED)	"<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"834\(...TRUNCATED)	"<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"1440(...TRUNCATED)	"<body class=\"\"><pages-css id=\"pages-css\"></pages-css><div id=\"SITE_CONTAINER\"><div class=\"ma(...TRUNCATED)	https://www.futureentrepreneursglobal.com/	0.995797	0.997981	0.998452	true	true	1,440	1,015	834	1,325	558	967	19,375	19,362	19,358	37,771
"<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"980\(...TRUNCATED)	"<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"980\(...TRUNCATED)	"<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"1440(...TRUNCATED)	"<body class=\"\"><pages-css id=\"pages-css\"></pages-css><div id=\"SITE_CONTAINER\"><div class=\"ma(...TRUNCATED)	https://www.fairmontmtnpropertiesvirtualtour.com/	0.999715	0.9998	0.999779	false	true	1,440	900	980	1,210	980	852	14,245	14,235	14,229	26,581

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Reverse Browser Reduced Length Dataset

This dataset contains paired HTML/CSS markup and vector-based SVG representations of over 390,000 real-world web pages, rendered at three common screen sizes (mobile, tablet, desktop). It was collected from the public internet using a custom browser rendering pipeline. The dataset is designed for training and evaluating models that translate visual web designs to semantic, responsive markup.

What's special about this dataset when compared to https://huggingface.co/datasets/tcz/rb-large is that the page lengths has been reduced to better fit max_seq_length restictions and memory when training. In practice this means processively removing elements and text from the page until its outerHTML length is under 8,000 bytes.

Each entry in the dataset includes:

HTML: A cleaned and compressed version of the page’s markup, stripped of <script>, <iframe>, <video>, and other non-visual elements, only retaining <body> outerHTML. CSS has been inlined. Images are not saved.
- html: The preprocessed HTML/CSS source
SVGs: Three SVG representations of the page for the following viewport sizes:
- svg_mobile (393×852)
- svg_tablet (834×1210)
- svg_desktop (1440×900)
Metadata:
- url: Original webpage URL
- msps_mobile, msps_tablet, msps_desktop: Multi-Scale Pixel Similarity (MSPS) score for each resolution
- page_sizes_*: Full-length page dimensions used during rendering
- svg_lengths_*: File sizes of SVGs (in bytes)
- page_data_size: Total size of HTML + CSSs (in bytes)
- is_augmented: Whether the entry used data augmentation (e.g. removing or permitting elements, changing properties)
- has_media_queries: Whether the original markup contained responsive CSS

Filtering Criteria

Pages with blank screenshots (i.e., solid-color pages) were excluded.
Entries where the mobile SVG’s MSPS score was lower than 0.99 were filtered out, ensuring near pixel-perfect visual fidelity between the SVG and the original screenshot.

MSPS Metric

MSPS (Multi-Scale Pixel Similarity) is a custom perceptual similarity score that compares full-page screenshots and rendered SVGs. It progressively downsamples the images and computes MSE at each scale. The final MSPS score is 1 - avg(MSE), giving higher values to more similar images. It’s stricter than common perceptual metrics (e.g., LPIPS or SSIM) and suited for filtering high-fidelity SVG-markup pairs.