SoMark open-sources OXR-1.0 document parsing model
Its decoupled architecture separates layout detection from recognition, so teams can swap in their own layout model without retuning the pipeline — a practical advantage over tightly coupled parsers. The accuracy lead over Infinity-Parser2-Pro is only about 0.25 points, but OXR-1.0 parses pages roughly 64x faster, which matters more for high-volume document pipelines. Developers can start with the free no-key API or pull weights from Hugging Face for on-premise deployment.