showlab/ShowUI
[CVPR 2025] Open-source, End-to-end, Vision-Language-Action model for GUI Agent & Computer Use. observed · 2026-08-28
Health v2 · maintenance only
57/100
- Activity 79
- Release rhythm 35
- Longevity 47
Flags: no_releases
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 671
- days_rel: n/a
- days_push: 131
- n_releases_24m: 0
Adoption not part of the score
1893 stars · 141 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
ShowUI is an open-source, lightweight 2B vision-language-action model for GUI agents and computer use, accepted at CVPR 2025. The repository provides training, fine-tuning, and inference code (including vLLM and Gradio API support) plus curated GUI instruction-following datasets.
Use cases
- build a gui agent that clicks buttons from screenshots
- automate computer use tasks with a vision language model
- fine-tune a vlm on ui screenshots for grounding
- run screenshot grounding to locate ui elements
- train an agent to navigate web and mobile apps
- self-host an open-source computer use model
When to choose
- you need an open-source, lightweight vision-language-action model for GUI automation
- you want to fine-tune or evaluate GUI agents on benchmarks like Mind2Web, AITW, or MiniWob
- you need zero-shot screenshot grounding of UI elements
When to avoid
- you need a production-ready turnkey desktop automation product rather than a research model
- you lack GPU resources for model inference or training
- you only need text-based agents using HTML or accessibility trees
Facets
library · maturity active
machine-learning deep-learning computer-vision agent-framework llm-inference artificial-intelligence computer-vision large-language-models python cross-platform vision-language-action gui-agent computer-use screenshot-grounding ui-automation qwen2-vl fine-tuning vllm ai-agents automation gpu
6 sources
- readme: https://github.com/showlab/ShowUI · fetched 2026-08-28 · 0e3096d0dc65
- homepage: https://arxiv.org/abs/2411.17465 · fetched 2026-08-29 · 380e888fdc42
- site_page: https://info.arxiv.org/about/donate.html · fetched 2026-08-29 · cca9c3a11c56
- site_page: https://info.arxiv.org/about/ourmembers.html · fetched 2026-08-29 · 47cbc55ff1de
- site_page: https://info.arxiv.org/about · fetched 2026-08-29 · a1f16f915a9a
- site_page: https://info.arxiv.org/labs/index.html · fetched 2026-08-29 · b14a8d05a0ec
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| showlab/ShowUI | main | 57 |
For agents
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem