MobileViews: 600,000 Android UI Screenshot and View Hierarchy Pairs

MobileViews-600K provides over 600,000 mobile UI screenshot and view hierarchy pairs sourced from 20,000+ Google Play Store applications. Created by mllmTeam in 2024, the collection uses an optimized DroidBot framework to capture structural and visual interaction data.

Use Cases

• Training multimodal models for Visual Question Answering using screenshot images and VH metadata
• Developing mobile agents for Task Planning by navigating UI element hierarchies
• Automated UI layout analysis and element detection using structural VH data

Strengths

• 600,000+ screenshot-view hierarchy pairs
• 20,000+ unique apps from Google Play Store
• MIT licensed for open research

Limitations

• Automated collection via DroidBot may result in repetitive UI states or shallow app exploration
• Lack of human-annotated natural language instructions for complex multi-step tasks

Provenance

Source

Google Play Store

Collection Method

Automated scraping via optimized DroidBot

Freshness

Updated December 2024

Geography

United States