SoMark's open 1.3B OXR model ranks first on three document-parsing benchmarks
OXR turns PDFs and document images into Markdown or JSON with layout coordinates, so agents can read them. SoMark says the 1.3B-parameter model ranks first on olmOCR-Bench, OmniDocBench and DocParsingBench, with a wide lead in tables. It recognizes 13 document element types, from formulas and tables to chemical structures and code blocks. Its layout-analysis step is a separate module that teams can swap for their own.