PureDocBench
PulseAugur coverage of PureDocBench — every cluster mentioning PureDocBench across labs, papers, and developer communities, ranked by signal.
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Tencent releases WeVisDoc document parser fine-tuned from Qwen3-VL models
Tencent has released WeVisDoc, an end-to-end document parser designed for page images. This model, fine-tuned from Qwen3-VL-2B-Instruct and Qwen3-VL-4B-Instruct, converts page images into structured Markdown, including …
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WeVisDoc framework boosts document parsing accuracy
Researchers have introduced WeVisDoc, a novel two-stage framework designed to enhance the robustness of end-to-end document parsing models. The first stage broadens the model's coverage across various semantic, structur…
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NaviDC-OCR framework enhances document parsing with deformation-aware learning
Researchers have introduced NaviDC-OCR, a novel framework designed to enhance document parsing across both digital and camera-captured documents. This system addresses limitations in existing methods by incorporating de…
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NaviDC-OCR framework enhances document parsing with deformation-aware learning
NaviDC-OCR is a new vision-language framework designed to improve document parsing by addressing challenges in handling distorted camera-captured documents and enhancing structural reasoning. The framework incorporates …
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OvisOCR2 document parsing model achieves state-of-the-art on benchmarks · 3 sources tracked
Researchers have introduced OvisOCR2, a new 0.8 billion parameter document parsing model capable of generating Markdown representations of documents, including text, formulas, and tables, in natural reading order. The m…
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OvisOCR2: A new 0.8B OCR model converts documents to structured Markdown
OvisOCR2 is a new 0.8B parameter end-to-end OCR model that converts full document pages into structured Markdown. Based on Qwen3.5-0.8B, it reportedly achieves high scores on document understanding benchmarks like OmniD…
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New PureDocBench benchmark reveals document parsing is far from solved
Researchers have introduced PureDocBench, a new benchmark for document parsing that addresses issues with the existing OmniDocBench dataset, which suffers from annotation errors and potential contamination. PureDocBench…