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Entity Linking On Funsd

Metrics

F1

Results

Performance results of various models on this benchmark

Paper Title
GeoLayoutLM89.45GeoLayoutLM: Geometric Pre-training for Visual Information Extraction
RORE (GeoLayoutLM)88.46Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding
TPP (LayoutMask)79.20Reading Order Matters: Information Extraction from Visually-rich Documents by Token Path Prediction
DocTr73.9DocTr: Document Transformer for Structured Information Extraction in Documents
SINGU_GROUP70.51DGCN Based Solution for Entity Linking on Visual Rich Document
SERA65.96Entity Relation Extraction as Dependency Parsing in Visually Rich Documents
Doc2Graph53.36Doc2Graph: a Task Agnostic Document Understanding Framework based on Graph Neural Networks
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