GUIDE: Interpretable GUI Agent Evaluation via Hierarchical Diagnosis

1. 1Identify the hierarchical structure of the GUI agent's actions and observations
2. 2Apply the GUIDE framework to evaluate the agent's performance at each level of the hierarchy
3. 3Analyze the results to identify where and why the agent fails
4. 4Use the insights to refine the agent's design and improve its performance

AI engineers and researchers can benefit from using GUIDE to evaluate and improve the performance of GUI agents, while product managers can use the insights to inform design decisions

💡 Hierarchical diagnosis can provide more accurate and interpretable evaluation results for GUI agents

🤖 GUIDE: a new framework for evaluating GUI agents via hierarchical diagnosis 📊