Key Information Extraction On Cord

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

اسم النموذج	F1	Paper Title	Repository
LILT	96.07	LiLT: A Simple yet Effective Language-Independent Layout Transformer for Structured Document Understanding
LayoutLMv2BASE	94.95	LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding
LayoutMask (base)	96.99	LayoutMask: Enhance Text-Layout Interaction in Multi-modal Pre-training for Document Understanding	-
RORE (GeoLayoutLM)	98.52	Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding
TPP (LayoutMask)	96.92	Reading Order Matters: Information Extraction from Visually-rich Documents by Token Path Prediction	-
GeoLayoutLM	97.97	GeoLayoutLM: Geometric Pre-training for Visual Information Extraction
LayoutLMv3 Large	97.46	LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking
LayoutMask (large)	97.19	LayoutMask: Enhance Text-Layout Interaction in Multi-modal Pre-training for Document Understanding	-
LayoutLMv2LARGE	96.01	LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding

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