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nianbing/NL-DIR

Towards Natural Language-Based Document Image Retrieval: New Dataset and Benchmark (CVPR 2025) Dataset Introduction NL-DIR consists of 41,795 document images with a diverse range of document types, and each image corresponds to 5 high-quality fine-grained semantic queries, which are generated and evaluated through large language models in conjunction with manual verification, resulting 200K+ queries in total. Following an 8:1:1 ratio partition, the dataset is… See the full description on the dataset page: https://huggingface.co/datasets/nianbing/NL-DIR.

Author / organizationnianbing
Downloads380 (as reported by Hugging Face)
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Created11 June 2024
Last updated at source29 December 2025
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  • 17 Oct 2026 Description: Towards Natural Language-Based Document Image Retrieval: New Dataset and Benchmark (CVPR 2025) Dataset Introduction NL-DIR consists of 41,795 document images with a diverse range of document types, and each image corresponds to 5 high-quali → Towards Natural Language-Based Document Image Retrieval: New Dataset and Benchmark (CVPR 2025) Dataset Introduction NL-DIR consists of 41,795 document images with a diverse range of document types, and each image corresponds to 5 high-quali

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