GUIDE: Resolving Domain Bias in GUI Agents through Real-Time Web Video Retrieval and Plug-and-Play Annotation

1. 1Identify domain bias in GUI agents through analysis of performance in specific applications
2. 2Collect domain-specific software operation data through real-time web video retrieval
3. 3Apply plug-and-play annotation to annotate UI elements and workflows in the collected data
4. 4Fine-tune vision-language models using the annotated data to resolve domain bias

AI engineers and researchers working on GUI agents can benefit from this guide to improve their models' performance in real-world tasks, while product managers can use this to enhance user experience

💡 Real-time web video retrieval and plug-and-play annotation can be used to resolve domain bias in GUI agents

💡 Resolve domain bias in GUI agents with real-time web video retrieval & plug-and-play annotation!