OvisOCR2

Headlines · 1

1. Oct 21
   OvisOCR3: 0.8B open-weight OCR model adds structured JSON and cross-page tables

   OvisOCR3 has been released as a 0.8B OCR model built on Qwen3.5-0.8B and published under Apache 2.0 with vLLM inference examples, according to a Reddit post in r/LocalLLaMA. Beyond OvisOCR2's Markdown parsing, the poster says it adds structured JSON output with bounding boxes, element categories and content plus a layout-only mode, key information extraction from specified fields or a supplied JSON template, figure descriptions with Mermaid output for flowcharts, and cross-page table reconstruction that parses pages and then merges table fragments with the same model. The post cites model-card numbers of 96.74 on OmniDocBench v1.6, 88.80 on MDPBench and 82.31 on PureDocBench, with the largest reported gains over OvisOCR2 on MDPBench (69.00 to 88.80) and PureDocBench (75.10 to 82.31); the poster notes these are the team's own reported figures rather than independent measurements and asks how the structure holds up on messy scans and long financial tables.

   r/LocalLLaMA · 🔥 0

Experience and discussion from the community

Share my OvisOCR2 experienceAsk about OvisOCR2