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Semantic Entity Labeling On Ec Funsd

Metrics

F1

Results

Performance results of various models on this benchmark

Paper Title
RORE (LayoutLMv3-large)84.53Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding
RORE (GeoLayoutLM)84.34Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding
LayoutLMv3 (large)83.88Unveiling the Deficiencies of Pre-trained Text-and-Layout Models in Real-world Visually-rich Document Information Extraction
GeoLayoutLM83.62Unveiling the Deficiencies of Pre-trained Text-and-Layout Models in Real-world Visually-rich Document Information Extraction
RORE (LayoutLMv3-base)82.80Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding
LayoutLMv3 (base)82.30Unveiling the Deficiencies of Pre-trained Text-and-Layout Models in Real-world Visually-rich Document Information Extraction
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Semantic Entity Labeling On Ec Funsd | SOTA | HyperAI