Ocr Based Ui Element Extraction And Text Localization

via “ocr-based ui element extraction and text localization”

Agent S: an open agentic framework that uses computers like a human

Unique: Integrates OCR-based text extraction with coordinate localization for UI element grounding, enabling agents to reference UI elements by content and map text to precise screen coordinates

vs others: Provides more reliable text-based grounding than pure visual reasoning while being more flexible than DOM-based approaches that require application-specific integration

via “text extraction and ocr from ui elements”

UI-TARS-1.5 is a multimodal vision-language agent optimized for GUI-based environments, including desktop interfaces, web browsers, mobile systems, and games. Built by ByteDance, it builds upon the UI-TARS framework with reinforcement...

Unique: Integrated OCR optimized for UI text (buttons, labels, form fields) rather than document scanning, with context awareness to improve accuracy on small UI text and ability to associate text with UI elements.

vs others: More accurate on UI text than generic OCR tools because it understands UI context and element boundaries, and faster than separate OCR + element detection pipelines because text extraction is integrated into the vision model.