Dataset · Hugging Face

GUIAgent/Magic-RICH

Name: Magic-RICH
Creator: GUIAgent
License: apache-2.0
Keywords: task_categories:other, language:en, license:apache-2.0, size_categories:1K<n<10K, format:arrow, modality:image, modality:text, library:datasets, library:mlcroissant, arxiv:2508.03700, region:us, gui, mobile, android, visual-grounding

Dataset Summary Magic-RICH is a Chinese benchmark dataset for evaluating mobile GUI agents in realistic smartphone environments. It contains 4,000 step-level samples across four subsets, covering 17 categories and over 150 popular apps. Unlike many previous GUI datasets, Magic-RICH also includes special actions such as screenshot and long screenshot to better reflect real-world interactions. This dataset is designed for evaluation only (no train/dev split) and was used in the… See the full description on the dataset page: https://huggingface.co/datasets/GUIAgent/Magic-RICH.

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Author / organization	GUIAgent
License (as declared)	apache-2.0
Downloads	167 (as reported by Hugging Face)
Likes	2
Created	19 August 2025
Last updated at source	1 September 2025

guimobileandroidvisual-groundingvqaagentchinese

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