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ResearchFormerly WizWand

Visually-rich Document Named Entity Recognition on FUNSD r (test)

80.7F1 ScoreSequence Labeling
76.95677.92878.979.872Oct 17, 2023
Updated 8mo ago

Evaluation results

MethodLinks
Sequence LabelingBackbone=LayoutMask, Pre-processing=TPPR2023.1080.797.29
TPPBackbone=LayoutLMv3, Pre-processing=None2023.1080.4—
Sequence LabelingBackbone=LayoutLMv3, Pre-processing=TPPR2023.1079.7297.29
Sequence LabelingBackbone=LayoutLMv3, Pre-processing=None2023.1078.7795.74
Sequence LabelingBackbone=LayoutLMv3, Pre-processing=LR2023.1078.3795.53
TPPBackbone=LayoutMask, Pre-processing=None2023.1078.19—
Sequence LabelingBackbone=LayoutMask, Pre-processing=LR2023.1077.2495.53
Sequence LabelingBackbone=LayoutMask, Pre-processing=None2023.1077.195.74