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SOTA
Entity Linking
Entity Linking On Funsd
Entity Linking On Funsd
评估指标
F1
评测结果
各个模型在此基准测试上的表现结果
Columns
模型名称
F1
Paper Title
Repository
SINGU_GROUP
70.51
DGCN Based Solution for Entity Linking on Visual Rich Document
-
RORE (GeoLayoutLM)
88.46
Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding
GeoLayoutLM
89.45
GeoLayoutLM: Geometric Pre-training for Visual Information Extraction
TPP (LayoutMask)
79.20
Reading Order Matters: Information Extraction from Visually-rich Documents by Token Path Prediction
-
SERA
65.96
Entity Relation Extraction as Dependency Parsing in Visually Rich Documents
-
Doc2Graph
53.36
Doc2Graph: a Task Agnostic Document Understanding Framework based on Graph Neural Networks
DocTr
73.9
DocTr: Document Transformer for Structured Information Extraction in Documents
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