Dataset research report
Groundcua research report
A reproducible data report with schema notes, generated chart evidence, suggested follow-up questions, and export-ready Helix queries.
Executive Summary
GroundCUA: Grounding Computer Use Agents on Human Demonstrations 🌐 Website | 📑 Paper | 🤗 Dataset | 🤖 Models GroundCUA Dataset GroundCUA is a large and diverse dataset of real UI screenshots paired with structured annotations for building multimodal computer use agents. It covers 87 software platforms across productivity tools, browsers, creative tools, communication apps, development environments, and system utilities. GroundCUA is designed for research on GUI… See the full description on the dataset page: https://huggingface.co/datasets/ServiceNow/GroundCUA.
Follow-Up Queries
Preview Rows
| # | imagetext |
|---|---|
| 1 | <PIL.PngImagePlugin.PngImageFile image mode=RGBA size=15430x4675 at 0x7FBB587D2650> |
| 2 | <PIL.PngImagePlugin.PngImageFile image mode=RGBA size=875x857 at 0x7FBB587D2780> |
| 3 | <PIL.PngImagePlugin.PngImageFile image mode=RGBA size=1366x720 at 0x7FBB587D2650> |
| 4 | <PIL.PngImagePlugin.PngImageFile image mode=RGBA size=1920x1020 at 0x7FBB587D2780> |
| 5 | <PIL.PngImagePlugin.PngImageFile image mode=RGBA size=1920x1020 at 0x7FBB587D2650> |
| 6 | <PIL.PngImagePlugin.PngImageFile image mode=RGBA size=1092x614 at 0x7FBB587D2780> |
Data Dictionary
- image text
Method And Limits
- Load the catalog entry and preview rows from the processed dataset file.
- Infer numeric, categorical, time, and location fields from real columns.
- Generate a small set of defensive Plotly chart specifications from that profile.
- Expose each chart idea as a query link so the report can be rerun or exported in Helix.
This report is intentionally reproducible. It uses the local catalog metadata and generated chart specifications rather than claiming external conclusions beyond the dataset.