Reading Order Detection On Roor
Metrics
Segment-level F1
Results
Performance results of various models on this benchmark
Model Name | Segment-level F1 | Paper Title | Repository |
|---|---|---|---|
| LayoutReader | 9.44 | LayoutReader: Pre-training of Text and Layout for Reading Order Detection | |
| LayoutLMv3-GlobalPointer (base) | 68.60 | Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding | |
| LayoutLMv3-GlobalPointer (large) | 82.38 | Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding | |
| TPP (LayoutLMv3-base) | 42.96 | Reading Order Matters: Information Extraction from Visually-rich Documents by Token Path Prediction | - |
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