Reverse Browser: Vector-Image-to-Code Generator
Paper • 2509.05394 • Published
svg string | html string |
|---|---|
<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="... | <body><div id="top"><div id="top-left">BROWN</div><div id="top-right">HEAVY</div></div><div id="bottom"><div id="bottom-left">UNDER</div><div id="bottom-right">WORRY</div></div></body>
<style>
body {
margin: 0;
display: flex;
flex-direction: column;
min-height:... |
<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" width="438" height="852" viewBox="0 0 438 852"><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="... | <body><div id="top"><div id="top-left">LABEL</div><div id="top-right">TIGHT</div></div><div id="bottom"><div id="bottom-left">HARRY</div><div id="bottom-right">BEGAN</div></div></body>
<style>
body {
margin: 0;
display: flex;
flex-direction: column;
min-height:... |
<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="... | <body><div id="top"><div id="top-left">TODAY</div><div id="top-right">ANGLE</div></div><div id="bottom"><div id="bottom-left">SHAPE</div><div id="bottom-right">POUND</div></div></body>
<style>
body {
margin: 0;
display: flex;
flex-direction: column;
min-height:... |
<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" width="413" height="852" viewBox="0 0 413 852"><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="... | <body><div id="top"><div id="top-left">SHAPE</div><div id="top-right">LYING</div></div><div id="bottom"><div id="bottom-left">STYLE</div><div id="bottom-right">BEING</div></div></body>
<style>
body {
margin: 0;
display: flex;
flex-direction: column;
min-height:... |
<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="... | <body><div id="top"><div id="top-left">AFTER</div><div id="top-right">DREAM</div></div><div id="bottom"><div id="bottom-left">FORUM</div><div id="bottom-right">LUCKY</div></div></body>
<style>
body {
margin: 0;
display: flex;
flex-direction: column;
min-height:... |
<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="... | <body><div id="top"><div id="top-left">FIBER</div><div id="top-right">ERROR</div></div><div id="bottom"><div id="bottom-left">BRIEF</div><div id="bottom-right">FIGHT</div></div></body>
<style>
body {
margin: 0;
display: flex;
flex-direction: column;
min-height:... |
<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="... | <body><div id="top"><div id="top-left">BRIEF</div><div id="top-right">THANK</div></div><div id="bottom"><div id="bottom-left">FIGHT</div><div id="bottom-right">HUMAN</div></div></body>
<style>
body {
margin: 0;
display: flex;
flex-direction: column;
min-height:... |
<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="... | <body><div id="top"><div id="top-left">BUILT</div><div id="top-right">ABUSE</div></div><div id="bottom"><div id="bottom-left">TIGHT</div><div id="bottom-right">THING</div></div></body>
<style>
body {
margin: 0;
display: flex;
flex-direction: column;
min-height:... |
<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="... | <body><div id="top"><div id="top-left">FLASH</div><div id="top-right">BEING</div></div><div id="bottom"><div id="bottom-left">DRAFT</div><div id="bottom-right">FUNNY</div></div></body>
<style>
body {
margin: 0;
display: flex;
flex-direction: column;
min-height:... |
<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="... | <body><div id="top"><div id="top-left">ALONG</div><div id="top-right">GLASS</div></div><div id="bottom"><div id="bottom-left">PRIDE</div><div id="bottom-right">ABUSE</div></div></body>
<style>
body {
margin: 0;
display: flex;
flex-direction: column;
min-height:... |
<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="... | <body><div id="top"><div id="top-left">MOUTH</div><div id="top-right">PROUD</div></div><div id="bottom"><div id="bottom-left">BRIEF</div><div id="bottom-right">UNDER</div></div></body>
<style>
body {
margin: 0;
display: flex;
flex-direction: column;
min-height:... |
<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="... | <body><div id="top"><div id="top-left">FUNNY</div><div id="top-right">FUNNY</div></div><div id="bottom"><div id="bottom-left">FIFTY</div><div id="bottom-right">BROWN</div></div></body>
<style>
body {
margin: 0;
display: flex;
flex-direction: column;
min-height:... |
<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="... | <body><div id="top"><div id="top-left">MOUNT</div><div id="top-right">WHOSE</div></div><div id="bottom"><div id="bottom-left">LEAVE</div><div id="bottom-right">LATER</div></div></body>
<style>
body {
margin: 0;
display: flex;
flex-direction: column;
min-height:... |
<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="... | <body><div id="top"><div id="top-left">FIFTY</div><div id="top-right">TASTE</div></div><div id="bottom"><div id="bottom-left">APPLE</div><div id="bottom-right">WOMAN</div></div></body>
<style>
body {
margin: 0;
display: flex;
flex-direction: column;
min-height:... |
<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="... | <body><div id="top"><div id="top-left">TRAIN</div><div id="top-right">FIFTY</div></div><div id="bottom"><div id="bottom-left">LUNCH</div><div id="bottom-right">DRINK</div></div></body>
<style>
body {
margin: 0;
display: flex;
flex-direction: column;
min-height:... |
<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="... | <body><div id="top"><div id="top-left">ALIVE</div><div id="top-right">IDEAL</div></div><div id="bottom"><div id="bottom-left">CHOSE</div><div id="bottom-right">CHOSE</div></div></body>
<style>
body {
margin: 0;
display: flex;
flex-direction: column;
min-height:... |
<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="... | <body><div id="top"><div id="top-left">ERROR</div><div id="top-right">TRAIN</div></div><div id="bottom"><div id="bottom-left">BROWN</div><div id="bottom-right">TODAY</div></div></body>
<style>
body {
margin: 0;
display: flex;
flex-direction: column;
min-height:... |
<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="... | <body><div id="top"><div id="top-left">LEAVE</div><div id="top-right">FIGHT</div></div><div id="bottom"><div id="bottom-left">APPLE</div><div id="bottom-right">PRIOR</div></div></body>
<style>
body {
margin: 0;
display: flex;
flex-direction: column;
min-height:... |
<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="... | <body><div id="top"><div id="top-left">DREAM</div><div id="top-right">SPENT</div></div><div id="bottom"><div id="bottom-left">MOUTH</div><div id="bottom-right">TASTE</div></div></body>
<style>
body {
margin: 0;
display: flex;
flex-direction: column;
min-height:... |
<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="... | <body><div id="top"><div id="top-left">SPENT</div><div id="top-right">TASTE</div></div><div id="bottom"><div id="bottom-left">SPENT</div><div id="bottom-right">FIFTY</div></div></body>
<style>
body {
margin: 0;
display: flex;
flex-direction: column;
min-height:... |
<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="... | <body><div id="top"><div id="top-left">THANK</div><div id="top-right">CRAFT</div></div><div id="bottom"><div id="bottom-left">FLASH</div><div id="bottom-right">TAKEN</div></div></body>
<style>
body {
margin: 0;
display: flex;
flex-direction: column;
min-height:... |
<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" width="398" height="852" viewBox="0 0 398 852"><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="... | <body><div id="top"><div id="top-left">STEAM</div><div id="top-right">QUEEN</div></div><div id="bottom"><div id="bottom-left">FLASH</div><div id="bottom-right">CHOSE</div></div></body>
<style>
body {
margin: 0;
display: flex;
flex-direction: column;
min-height:... |
<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="... | <body><div id="top"><div id="top-left">ALONG</div><div id="top-right">CRAFT</div></div><div id="bottom"><div id="bottom-left">BEGAN</div><div id="bottom-right">SHOCK</div></div></body>
<style>
body {
margin: 0;
display: flex;
flex-direction: column;
min-height:... |
<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="... | <body><div id="top"><div id="top-left">FLASH</div><div id="top-right">THEFT</div></div><div id="bottom"><div id="bottom-left">SPENT</div><div id="bottom-right">NIGHT</div></div></body>
<style>
body {
margin: 0;
display: flex;
flex-direction: column;
min-height:... |
<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="... | <body><div id="top"><div id="top-left">COACH</div><div id="top-right">FLASH</div></div><div id="bottom"><div id="bottom-left">STYLE</div><div id="bottom-right">TASTE</div></div></body>
<style>
body {
margin: 0;
display: flex;
flex-direction: column;
min-height:... |
<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="... | <body><div id="top"><div id="top-left">PRIOR</div><div id="top-right">UNDER</div></div><div id="bottom"><div id="bottom-left">GLASS</div><div id="bottom-right">THANK</div></div></body>
<style>
body {
margin: 0;
display: flex;
flex-direction: column;
min-height:... |
<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="... | <body><div id="top"><div id="top-left">TEACH</div><div id="top-right">SMILE</div></div><div id="bottom"><div id="bottom-left">UPSET</div><div id="bottom-right">RANGE</div></div></body>
<style>
body {
margin: 0;
display: flex;
flex-direction: column;
min-height:... |
<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" width="530" height="852" viewBox="0 0 530 852"><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="... | <body><div id="top"><div id="top-left">ERROR</div><div id="top-right">MONEY</div></div><div id="bottom"><div id="bottom-left">EXACT</div><div id="bottom-right">FORUM</div></div></body>
<style>
body {
margin: 0;
display: flex;
flex-direction: column;
min-height:... |
<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="... | <body><div id="top"><div id="top-left">SPENT</div><div id="top-right">EXACT</div></div><div id="bottom"><div id="bottom-left">REACH</div><div id="bottom-right">BEACH</div></div></body>
<style>
body {
margin: 0;
display: flex;
flex-direction: column;
min-height:... |
<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="... | <body><div id="top"><div id="top-left">NIGHT</div><div id="top-right">WATER</div></div><div id="bottom"><div id="bottom-left">VITAL</div><div id="bottom-right">FULLY</div></div></body>
<style>
body {
margin: 0;
display: flex;
flex-direction: column;
min-height:... |
<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="... | <body><div id="top"><div id="top-left">PRIDE</div><div id="top-right">MOUNT</div></div><div id="bottom"><div id="bottom-left">FOUND</div><div id="bottom-right">THING</div></div></body>
<style>
body {
margin: 0;
display: flex;
flex-direction: column;
min-height:... |
<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" width="419" height="852" viewBox="0 0 419 852"><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="... | <body><div id="top"><div id="top-left">DRINK</div><div id="top-right">CRAFT</div></div><div id="bottom"><div id="bottom-left">SPENT</div><div id="bottom-right">DRAFT</div></div></body>
<style>
body {
margin: 0;
display: flex;
flex-direction: column;
min-height:... |
<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="... | <body><div id="top"><div id="top-left">PRIDE</div><div id="top-right">ALONE</div></div><div id="bottom"><div id="bottom-left">POUND</div><div id="bottom-right">SMILE</div></div></body>
<style>
body {
margin: 0;
display: flex;
flex-direction: column;
min-height:... |
<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" width="515" height="852" viewBox="0 0 515 852"><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="... | <body><div id="top"><div id="top-left">DREAM</div><div id="top-right">STYLE</div></div><div id="bottom"><div id="bottom-left">QUEEN</div><div id="bottom-right">THROW</div></div></body>
<style>
body {
margin: 0;
display: flex;
flex-direction: column;
min-height:... |
<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="... | <body><div id="top"><div id="top-left">FLASH</div><div id="top-right">TASTE</div></div><div id="bottom"><div id="bottom-left">ALONG</div><div id="bottom-right">LYING</div></div></body>
<style>
body {
margin: 0;
display: flex;
flex-direction: column;
min-height:... |
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Reverse Browser Color-Text-Size Dataset
This dataset contains paired HTML/CSS markup and vector-based SVG representations simple, synthetic, generated websites. Rendered at mobile resolution. It created by custom browser rendering pipeline. The dataset is designed for training and evaluating models that translate visual web designs to markup.
This dataset is not meant to train capable models, but to be used create proof-of-concept and run performance tests when evaluating model architectures.
For larger datasets created from public web pages one of the following:
- https://huggingface.co/datasets/tcz/rb-large
- https://huggingface.co/datasets/tcz/rb-large-reduced
- https://huggingface.co/datasets/tcz/rb-large-chopped
Contents
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
- SVG: SVG representation of the page for the following viewport sizes: 393×852
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