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ResearchFormerly WizWand

Key Information Extraction on FUNSD Few training samples (10 samples) (test)

74.42F1 ScoreBROS LARGE
60.463264.086667.7171.3334Aug 10, 2021
Updated 8mo ago

Evaluation results

MethodLinks
BROS LARGEVisual Features=false, Number of Parameters=340M2021.0874.42
BROS BASEVisual Features=false, Number of Parameters=110M2021.0872.6
LayoutLMv2 LARGEVisual Features=true, Number of Parameters=426M2021.0872.12
LayoutLMv2 BASEVisual Features=true, Number of Parameters=200M2021.0869.92
LayoutLM BASEVisual Features=false, Number of Parameters=113M2021.0862.5
LayoutLM LARGEVisual Features=false, Number of Parameters=343M2021.0861