README.md

metadata

license: apache-2.0
task_categories:
  - object-detection
language:
  - en
size_categories:
  - 10K<n<100K

PixelWeb: The First Web GUI Dataset with Pixel-Wise Labels

https://arxiv.org/abs/2504.16419

Dataset Description

PixelWeb-1K: 1,000 webpages with raw data(screenshot, element images(PNG), DOM data) and annotated data(mask, contour, bbox).

PixelWeb-10K: 10,000 webpages with raw data(screenshot, element images(PNG), DOM data) and annotated data(mask, contour, bbox).

PixelWeb-100K: 100,000 webpages with raw data(screenshot, element images(PNG), DOM data) and annotated data(mask, contour, bbox). The dataset has been partitioned and packaged into 10 batches.

You need to extract the tar.gz archive by:

tar -xzvf pixelweb_1k.tar.gz

Document Description

{id}-screenshot.png   # The screenshot of a webpage

{id}-bbox.json        # The bounding box labels of a webpage, [[left,top,width,height],...]

{id}-contour.json     # The contour labels of a webpage, [[[x1,y1,x2,y2,...],...],...]

{id}-mask.json        # The mask labels of a webpage, [[element_id,...],...]

{id}-class.json       # The class labels of a webpage, [axtree_label,...]

The element_id corresponds to the index of the class.