OvisOCR2 just released on ModelScope, an exclusive 0.8B end-to-end OCR model for page-level document parsing. ๐ License: Apache 2.0.
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๐ OmniDocBench v1.6 SOTA: 96.58 overall, the first end-to-end model to rank #
1# on a leaderboard previously led by pipeline systems.
๐ PureDocBench leader: highest Avg3 score at 75.06, showing strong page-level document parsing beyond a single benchmark.
๐งฉ Structured output: generates natural-reading-order Markdown, formats formulas as LaTeX, tables as HTML, and visual regions as image tags with bbox coordinates.
โ๏ธ Compact deployment: post-trained from Qwen3.5-0.8B with SFT, RL, and OPD, with vLLM inference support.