From the source
Upstage is introducing Document Parse Enhanced, a new processing mode in Document Parse that extends standard parsing with direct understanding of visual document elements.
This enables reliable extraction of complex tables, checkboxes, charts, and diagrams that previous text-based approaches cannot handle consistently.
Best-in-class intelligence for complex document elements Most document parsing systems focus primarily on structured text, which creates clear limitations when documents rely on visual structure rather than explicit formatting.
Document Parse Enhanced mode leverages VLMs to remove these limitations and accurately understand: Complex tables — including multi-line cells, line-less tables, and multi-page tables Charts — converted into structured data and natural-language explanations Images and diagrams — summarized into concise, machine-readable descriptions Checkboxes — reliably detected with checked / unchecked status These capabilities are available as part of Document Parse, allowing teams to work with irregular and visually complex documents in a clean, machine-ready form.
See how complex tables and charts are parsed in the Document Parse Playground .
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