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  <img src="imgs/logo.jpg" width="80%" >
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  </div>
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  <p align="center">
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- ๐Ÿ’ป <a href="https://logics.alibaba-inc.com/parsing/?spm=label.2ef5001f.0.0.1c702159dQbTRd">HomePage</a>&nbsp&nbsp | &nbsp&nbsp๐Ÿค— <a href="https://github.com/alibaba/Logics-Parsing">GitHub</a>&nbsp&nbsp | &nbsp&nbsp๐Ÿค– <a href="https://www.modelscope.cn/studios/Alibaba-DT/logix/summary">Demo</a>
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  </p>
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  <div align="center">
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- <img src="imgs/benchmark_clean_morandi_omni.png" alt="OmniDocBench-v1.5 results" style="width: 800px; height: 250px;">
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  </div>
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  <div align="center">
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- <img src="imgs/benchmark_clean_morandi_logicsdocbench.png" alt="LogicsDocBench results" style="width: 800px; height: 250px;">
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  </div>
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  ## Updates
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  * [2026/02/13] ๐Ÿš€๐Ÿš€๐Ÿš€๐Ÿš€๐Ÿš€ We release Logics-Parsing-v2 Model.
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  * [2025/09/25] ๐Ÿš€๐Ÿš€๐Ÿš€We release Logics-Parsing Model.
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  **Logics-Parsing-v2** is an advanced evolution of the previously proposed Logics-Parsing (v1). It inherits all the core capabilities of v1 model, while demonstrating more powerful capabilities on handling complex documents. Furthermore, it extends support for **Parsing-2.0** scenarios, enabling structured parsing of musical sheets, flowcharts, as well as code/pseudocode blocks.
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  <div align="center">
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- <img src="imgs/overview.png" alt="LogicsDocBench ๆฆ‚่งˆ" style="width: 800px; height: 250px;">
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  </div>
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  ## Key Features
 
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  * **Effortless End-to-End Processing**
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  * End-to-end recognition and parsing for various kinds of document elements within a single model.
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  ## Benchmark
 
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  ### Comparisons on LogicsDocBench
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  We introduce **LogicsDocBench**, a new comprehensive evaluation benchmark comprising 900 carefully selected PDF pages, covering both traditional document Parsing-1.0 tasks and the newly introduced Parsing-2.0 scenarios. This benchmark is designed to better assess modelsโ€™ capabilities in complex and diverse real-world documents parsing. The dataset is organized into three core document subsets:
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  <div align="center">
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  <img src="imgs/benchmark_clean_morandi_split.png" width="100%" >
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- </div>
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  ### Comparisons on OmniDocBench_v1.5
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  ## Quick Start
 
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  ### 1. Installation
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  ```shell
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  conda create -n logis-parsing-v2 python=3.10
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  ## Acknowledgments
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  <img src="imgs/logo.jpg" width="80%" >
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  </div>
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  <p align="center">
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+ ๐Ÿ’ป <a href="https://logics.alibaba-inc.com/parsing/?spm=label.2ef5001f.0.0.1c702159dQbTRd">HomePage</a>&nbsp&nbsp | &nbsp&nbsp๐Ÿค— <a href="https://github.com/alibaba/Logics-Parsing">GitHub</a>&nbsp&nbsp | &nbsp&nbsp๐Ÿค– <a href="https://www.modelscope.cn/studios/Alibaba-DT/Logics-Parsing/summary">Demo</a>
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  </p>
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  <div align="center">
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+ <img src="imgs/benchmark_clean_morandi_logicsdocbench.png" alt="LogicsDocBench results" style="width: 800px; height: auto;">
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  </div>
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+ <br><br>
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  <div align="center">
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+ <img src="imgs/benchmark_clean_morandi_omni.png" alt="OmniDocBench-v1.5 results" style="width: 800px; height: auto;">
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  </div>
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  ## Updates
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  * [2026/02/13] ๐Ÿš€๐Ÿš€๐Ÿš€๐Ÿš€๐Ÿš€ We release Logics-Parsing-v2 Model.
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  * [2025/09/25] ๐Ÿš€๐Ÿš€๐Ÿš€We release Logics-Parsing Model.
 
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  **Logics-Parsing-v2** is an advanced evolution of the previously proposed Logics-Parsing (v1). It inherits all the core capabilities of v1 model, while demonstrating more powerful capabilities on handling complex documents. Furthermore, it extends support for **Parsing-2.0** scenarios, enabling structured parsing of musical sheets, flowcharts, as well as code/pseudocode blocks.
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  <div align="center">
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+ <img src="imgs/overview.png" alt="LogicsDocBench ๆฆ‚่งˆ" style="width: 800px; height: auto;">
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  </div>
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  ## Key Features
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  * **Effortless End-to-End Processing**
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  * End-to-end recognition and parsing for various kinds of document elements within a single model.
 
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  ## Benchmark
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  ### Comparisons on LogicsDocBench
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  We introduce **LogicsDocBench**, a new comprehensive evaluation benchmark comprising 900 carefully selected PDF pages, covering both traditional document Parsing-1.0 tasks and the newly introduced Parsing-2.0 scenarios. This benchmark is designed to better assess modelsโ€™ capabilities in complex and diverse real-world documents parsing. The dataset is organized into three core document subsets:
 
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  <div align="center">
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  <img src="imgs/benchmark_clean_morandi_split.png" width="100%" >
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+ </div><br>
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  ### Comparisons on OmniDocBench_v1.5
 
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  ## Quick Start
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  ### 1. Installation
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  ```shell
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  conda create -n logis-parsing-v2 python=3.10
 
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  ## Acknowledgments
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