OpenCodePapers

semantic-entity-labeling-on-ec-funsd

Semantic entity labeling
Dataset Link
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PaperCodeF1ModelNameReleaseDate
Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding✓ Link84.53RORE (LayoutLMv3-large)2024-09-29
Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding✓ Link84.34RORE (GeoLayoutLM)2024-09-29
Rethinking the Evaluation of Pre-trained Text-and-Layout Models from an Entity-Centric Perspective✓ Link83.88LayoutLMv3 (large)2024-02-04
LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking✓ Link83.88LayoutLMv3 (large)2022-04-18
Rethinking the Evaluation of Pre-trained Text-and-Layout Models from an Entity-Centric Perspective✓ Link83.62GeoLayoutLM2024-02-04
Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding✓ Link82.80RORE (LayoutLMv3-base)2024-09-29
Rethinking the Evaluation of Pre-trained Text-and-Layout Models from an Entity-Centric Perspective✓ Link82.30LayoutLMv3 (base)2024-02-04
LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking✓ Link82.30LayoutLMv3 (base)2022-04-18