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Entity Linking On Ec Funsd

Metrics

F1

Results

Performance results of various models on this benchmark

Paper Title
RORE (GeoLayoutLM)87.42Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding
GeoLayoutLM86.18Unveiling the Deficiencies of Pre-trained Text-and-Layout Models in Real-world Visually-rich Document Information Extraction
RORE (LayoutLMv3-large)79.33Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding
LayoutLMv3 (large)78.14Unveiling the Deficiencies of Pre-trained Text-and-Layout Models in Real-world Visually-rich Document Information Extraction
RORE (LayoutLMv3-base)73.64Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding
LayoutLMv3 (base)67.47Unveiling the Deficiencies of Pre-trained Text-and-Layout Models in Real-world Visually-rich Document Information Extraction
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Entity Linking On Ec Funsd | SOTA | HyperAI