Infinity-Parser2: New Multimodal Document Parsing Model Achieves SOTA

Jul 10, 2026

Researchers present Infinity-Parser2, a large multimodal model for end-to-end document parsing. It uses a controllable data-synthesis pipeline and multi-task reinforcement learning across eight objectives. The Pro variant achieves state-of-the-art 87.6% on olmOCR-Bench and 74.3% on ParseBench, surpassing DeepSeek-OCR-2 and others.

Why it matters: This work addresses the scarcity of annotated document parsing data and unifies multiple document understanding tasks into a single model, advancing automated document processing.

Full story at: arXiv AI/ML ↗