PEneo: Unifying Line Extraction, Line Grouping, and Entity Linking for End-to-end Document Pair Extraction

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Benchmark Model Rank Results
key-value-pair-extraction-on-rfund-enPEneo (LayoutLMv3_base)#1key-value pair F1: 79.27
key-value-pair-extraction-on-rfund-enPEneo (LiLT[InfoXLM]_base)#2key-value pair F1: 74.29
key-value-pair-extraction-on-rfund-enPEneo (LayoutXLM_base)#3key-value pair F1: 74.25
key-value-pair-extraction-on-rfund-enPEneo (LiLT[EN-R]_base)#4key-value pair F1: 74.22
key-value-pair-extraction-on-rfund-enPEneo (LayoutLMv2_base)#5key-value pair F1: 71.97
key-value-pair-extraction-on-sibrPEneo (LayoutLMv3_base_chinese)#1key-value pair F1: 82.52
key-value-pair-extraction-on-sibrPEneo (LiLT[InfoXLM]_base)#2key-value pair F1: 82.36
key-value-pair-extraction-on-sibrPEneo (LayoutXLM_base)#3key-value pair F1: 82.23

Rank counts only results with a code link.