GUIDE: A Benchmark for Understanding and Assisting Users in Open-Ended GUI Tasks

📰 ArXiv cs.AI

GUIDE benchmark evaluates GUI agents' ability to understand and assist users in open-ended tasks

advanced Published 30 Mar 2026
Action Steps
  1. Design GUI agents that can understand user intentions beyond automation
  2. Develop agents that can collaborate with users and maintain agency
  3. Evaluate GUI agents using the GUIDE benchmark to assess their ability to assist users in open-ended tasks
  4. Refine GUI agents based on the results to improve their performance
Who Needs to Know This

AI engineers and researchers designing GUI agents can benefit from this benchmark to improve their models, while product managers can use it to evaluate the effectiveness of their GUI agents

Key Insight

💡 GUI agents must move beyond automation and toward collaboration to effectively assist users

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🤖 GUIDE benchmark helps GUI agents understand & assist users in open-ended tasks
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