Entity Linking On Ec Funsd
Metrics
F1
Results
Performance results of various models on this benchmark
Model Name | F1 | Paper Title | Repository |
|---|---|---|---|
| LayoutLMv3 (base) | 67.47 | Unveiling the Deficiencies of Pre-trained Text-and-Layout Models in Real-world Visually-rich Document Information Extraction | - |
| RORE (LayoutLMv3-base) | 73.64 | Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding | - |
| LayoutLMv3 (large) | 78.14 | Unveiling the Deficiencies of Pre-trained Text-and-Layout Models in Real-world Visually-rich Document Information Extraction | - |
| GeoLayoutLM | 86.18 | Unveiling the Deficiencies of Pre-trained Text-and-Layout Models in Real-world Visually-rich Document Information Extraction | - |
| RORE (GeoLayoutLM) | 87.42 | Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding | - |
| RORE (LayoutLMv3-large) | 79.33 | Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding | - |
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