Dataset · Hugging Face

sdasdfeff22222/UniKIE

Name: UniKIE
Creator: sdasdfeff22222
License: other
Keywords: language:en, language:zh, license:other, size_categories:n<1K, format:imagefolder, modality:image, library:datasets, library:mlcroissant, arxiv:2602.07038, region:us, key-information-extraction, document-understanding, visual-document-understanding, large-multimodal-models, benchmark

UNIKIE-BENCH Key Information Extraction (KIE) from real-world documents remains challenging due to substantial variations in layout structures, visual quality, and task-specific information requirements. Recent Large Multimodal Models (LMMs) have shown promising potential for performing end-to-end KIE directly from document images. To enable a comprehensive and systematic evaluation across realistic and diverse application scenarios, we introduce UniKIE-BENCH, a unified… See the full description on the dataset page: https://huggingface.co/datasets/sdasdfeff22222/UniKIE.

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Author / organization	sdasdfeff22222
License (as declared)	other
Downloads	417 (as reported by Hugging Face)
Likes	1
Created	12 February 2026
Last updated at source	28 June 2026

key-information-extractiondocument-understandingvisual-document-understandinglarge-multimodal-modelsbenchmarkopen-category-kie

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