PolyOCR-Venus: Unified OCR Foundation Models for Text-Centric Visual Intelligence.

arXiv:2609.37712v1 Announce Type: cross Abstract: Optical Character Recognition (OCR) is evolving from plain-text transcription toward general visual intelligence, requiring models to recognize, localize, and reason over textual information in complex visual e