Semantic Entity Labeling On Ec Funsd

Results

Performance results of various models on this benchmark

		Paper Title
RORE (LayoutLMv3-large)	84.53	Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding
RORE (GeoLayoutLM)	84.34	Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding
LayoutLMv3 (large)	83.88	Unveiling the Deficiencies of Pre-trained Text-and-Layout Models in Real-world Visually-rich Document Information Extraction
GeoLayoutLM	83.62	Unveiling the Deficiencies of Pre-trained Text-and-Layout Models in Real-world Visually-rich Document Information Extraction
RORE (LayoutLMv3-base)	82.80	Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding
LayoutLMv3 (base)	82.30	Unveiling the Deficiencies of Pre-trained Text-and-Layout Models in Real-world Visually-rich Document Information Extraction

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