ML Research Wiki / Benchmarks / Entity Linking / EC-FUNSD

EC-FUNSD

Entity Linking Benchmark

Performance Over Time

📊 Showing 8 results | 📏 Metric: F1

Top Performing Models

Rank Model Paper F1 Date Code
1 RORE (GeoLayoutLM) Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding 87.42 2024-09-29 📦 chongzhangFDU/ROOR
2 GeoLayoutLM Rethinking the Evaluation of Pre-trained Text-and-Layout Models from an Entity-Centric Perspective 86.18 2024-02-04 📦 chongzhangFDU/ROOR
3 RORE (LayoutLMv3-large) Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding 79.33 2024-09-29 📦 chongzhangFDU/ROOR
4 LayoutLMv3 (large) Rethinking the Evaluation of Pre-trained Text-and-Layout Models from an Entity-Centric Perspective 78.14 2024-02-04 📦 chongzhangFDU/ROOR
5 LayoutLMv3 (large) LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking 78.14 2022-04-18 📦 huggingface/transformers 📦 microsoft/unilm 📦 pwc-1/Paper-9 📦 MindSpore-scientific-2/code-14
6 RORE (LayoutLMv3-base) Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding 73.64 2024-09-29 📦 chongzhangFDU/ROOR
7 LayoutLMv3 (base) Rethinking the Evaluation of Pre-trained Text-and-Layout Models from an Entity-Centric Perspective 67.47 2024-02-04 📦 chongzhangFDU/ROOR
8 LayoutLMv3 (base) LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking 67.47 2022-04-18 📦 huggingface/transformers 📦 microsoft/unilm 📦 pwc-1/Paper-9 📦 MindSpore-scientific-2/code-14

All Papers (8)

chongzhangFDU/ROOR
chongzhangFDU/ROOR
chongzhangFDU/ROOR
chongzhangFDU/ROOR
huggingface/transformers microsoft/unilm
chongzhangFDU/ROOR
chongzhangFDU/ROOR
huggingface/transformers microsoft/unilm