Datalab Marker v2 vs MinerU, Docling, and Liteparse: Benchmark Breakdown

Datalab released Marker 2, an open-source tool that converts documents like PDFs and images into structured text formats like markdown. The tool matters because it offers a faster alternative to competing systems, achieving higher accuracy scores while processing documents significantly quicker on the same hardware. Marker 2 works as a pipeline rather than a full-page language model, with three different modes that trade off between quality, speed, and computational requirements, allowing users to choose the approach that fits their needs and available resources.