Datalab Lift vs the Field: How a 9B Schema-First Extractor Compares with NuExtract3, LlamaExtract, Marker, and Docling

Datalab has introduced Lift, a specialized model designed to extract data from documents by mapping visual information directly to a provided JSON schema. By processing page images rather than relying on intermediate text conversion steps, the tool aims to streamline document parsing for structured data tasks. This approach distinguishes it from competing extraction methods that typically require a prior transformation into formats like Markdown.