Qunshu Lin
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126
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NLP×1AI×1Vision×1
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2026
Dr. DocBench: A Comprehensive Benchmark for Expert-Level and Difficult Document Parsing
The paper introduces Dr. DocBench, a difficulty-aware, comprehensive benchmark designed to rigorously test expert-level and challenging document parsing capabilities for VLMs, demonstrating that current state-of-the-art models fail on complex, domain-specific structures.
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cs.CLcs.AIcs.CVRecentMay 31, 2026
Dr. DocBench: A Comprehensive Benchmark for Expert-Level and Difficult Document Parsing
Minglai Yang, Xinyan Velocity Yu, Pengyuan Li, Xinyu Guo +21 more
The paper introduces Dr. DocBench, a difficulty-aware, comprehensive benchmark designed to rigorously test expert-level and challenging document parsing capabilities for VLMs, demonstrating that curre…
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