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> **OCRBench: On the Hidden Mystery of OCR in Large Multimodal Models**<br>
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> Yuliang Liu, Zhang Li, Mingxin Huang, Biao Yang, Wenwen Yu, Chunyuan Li, Xucheng Yin, Cheng-lin Liu, Lianwen Jin, Xiang Bai <br>
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[](https://arxiv.org/abs/2305.07895)
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[](https://github.com/qywh2023/OCRbench/blob/main/OCRBench/README.md)
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[](https://github.com/qywh2023/OCRbench/blob/main/OCRBench/README.md)
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**OCRBench** is a comprehensive evaluation benchmark designed to assess the OCR capabilities of Large Multimodal Models. It comprises five components: Text Recognition, SceneText-Centric VQA, Document-Oriented VQA, Key Information Extraction, and Handwritten Mathematical Expression Recognition. The benchmark includes 1000 question-answer pairs, and all the answers undergo manual verification and correction to ensure a more precise evaluation. More details can be found in [OCRBench README](./OCRBench/README.md).
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