Alibaba OvisOCR2 Model Surpasses Pipeline Benchmarks with Single-Step Document Parsing
2026-07-24 17:38

Woofun AI reports that Alibaba Cloud has released OvisOCR2, an open-source document parsing model built on Qwen3.5-0.8B. The system converts document pages directly into Markdown format, simultaneously restoring text, formulas, tables, and reading order without requiring separate layout analysis or content recognition steps.

OvisOCR2 achieved a comprehensive score of 96.58 on OmniDocBench v1.6, exceeding the pipeline model PaddleOCR-VL-1.6 which scored 96.33. This marks the first instance of an end-to-end model topping the leaderboard. The model is distributed under the Apache 2.0 license, with weights accessible via Hugging Face and Model Zoo.

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Tags:
OvisOCR2
Qwen3.5-0.8B
OmniDocBench v1.6
PaddleOCR-VL-1.6
Alibaba
Alibaba Cloud
Hugging Face
Model Zoo
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