paper-with-me

Entity Linking 벤치마크

Entity Linking on EC-FUNSD

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F1

67.47 72.46 77.44 82.43 87.42 2022-04 2026-11 LayoutLMv3 (large) — 78.14 (2022-04-18) LayoutLMv3 (base) — 67.47 (2022-04-18) GeoLayoutLM — 86.18 (2024-02-04) LayoutLMv3 (large) — 78.14 (2024-02-04) LayoutLMv3 (base) — 67.47 (2024-02-04) RORE (GeoLayoutLM) — 87.42 (2024-09-29) RORE (LayoutLMv3-large) — 79.33 (2024-09-29) RORE (LayoutLMv3-base) — 73.64 (2024-09-29) LayoutLMv3 (large) — 78.14 (2022-04-18) GeoLayoutLM — 86.18 (2024-02-04) RORE (GeoLayoutLM) — 87.42 (2024-09-29)
RankModel F1 PaperCodeYear
1 RORE (GeoLayoutLM) 87.42 Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding chongzhangFDU/ROOR 2024
2 GeoLayoutLM 86.18 Rethinking the Evaluation of Pre-trained Text-and-Layout Models from an Entity-Centric Perspective chongzhangFDU/ROOR 2024
3 RORE (LayoutLMv3-large) 79.33 Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding chongzhangFDU/ROOR 2024
4 LayoutLMv3 (large) 78.14 Rethinking the Evaluation of Pre-trained Text-and-Layout Models from an Entity-Centric Perspective chongzhangFDU/ROOR 2024
4 LayoutLMv3 (large) 78.14 LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking huggingface/transformers · microsoft/unilm · pwc-1/Paper-9 · +1 2022
6 RORE (LayoutLMv3-base) 73.64 Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding chongzhangFDU/ROOR 2024
7 LayoutLMv3 (base) 67.47 Rethinking the Evaluation of Pre-trained Text-and-Layout Models from an Entity-Centric Perspective chongzhangFDU/ROOR 2024
7 LayoutLMv3 (base) 67.47 LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking huggingface/transformers · microsoft/unilm · pwc-1/Paper-9 · +1 2022
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