--- title: ScreenSuite - The most comprehensive evaluation suite... description: ScreenSuite is a comprehensive evaluation framework for GUI agents that unifies 13 benchmarks across perception, grounding, single-step actions, and multi-step... canonical: https://daily.dev/posts/screensuite---the-most-comprehensive-evaluation-suite-for-gui-agents--3x3fyeazv twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: ScreenSuite - The most comprehensive evaluation suite for GUI Agents! | daily.dev og:description: ScreenSuite is a comprehensive evaluation framework for GUI agents that unifies 13 benchmarks across perception, grounding, single-step actions, and multi-step... og:url: https://daily.dev/posts/screensuite---the-most-comprehensive-evaluation-suite-for-gui-agents--3x3fyeazv og:image: https://api.daily.dev/og/posts/3X3fYEazv.png og:image:alt: ScreenSuite - The most comprehensive evaluation suite for GUI Agents! og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # ScreenSuite - The most comprehensive evaluation suite for GUI Agents! **[Hugging Face](https://daily.dev/sources/huggingface)** · 5 min read · 41 upvotes · 0 comments ## Summary ScreenSuite is a comprehensive evaluation framework for GUI agents that unifies 13 benchmarks across perception, grounding, single-step actions, and multi-step agent capabilities. The suite evaluates vision language models on their ability to interact with graphical interfaces using only visual input, without accessibility trees or DOM metadata. It includes Dockerized environments for Ubuntu and Android testing, supports both local and remote sandbox execution, and provides standardized evaluation of leading VLMs like Qwen-2.5-VL series, UI-TARS, and GPT-4o on GUI automation tasks. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#ai-agents](https://daily.dev/tags/ai-agents), [#computer-vision](https://daily.dev/tags/computer-vision), [#huggingface](https://daily.dev/tags/huggingface) [View this post on daily.dev](https://daily.dev/posts/screensuite---the-most-comprehensive-evaluation-suite-for-gui-agents--3x3fyeazv) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"ScreenSuite - The most comprehensive evaluation suite for GUI Agents!","url":"https://daily.dev/posts/screensuite---the-most-comprehensive-evaluation-suite-for-gui-agents--3x3fyeazv","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/screensuite---the-most-comprehensive-evaluation-suite-for-gui-agents--3x3fyeazv"},"datePublished":"2025-06-06T15:33:40.504Z","dateModified":"2026-03-15T05:31:36.273Z","description":"ScreenSuite is a comprehensive evaluation framework for GUI agents that unifies 13 benchmarks across perception, grounding, single-step actions, and multi-step...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/3c72fc24b6193047cf374fc04d0de8ac?_a=AQAEulh","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/3c72fc24b6193047cf374fc04d0de8ac?_a=AQAEulh","isAccessibleForFree":true,"articleSection":"Hugging Face","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"Hugging Face","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/f1f55c67d81a4330acf5b90b26b0c8e1","url":"https://daily.dev/sources/huggingface"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/screensuite---the-most-comprehensive-evaluation-suite-for-gui-agents--3x3fyeazv","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":41},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"ai-agents,computer-vision,huggingface","timeRequired":"PT5M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Hugging Face","item":"https://daily.dev/sources/huggingface"},{"@type":"ListItem","position":3,"name":"ScreenSuite - The most comprehensive evaluation suite for GUI Agents!"}]} ```