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SotA/Natural Language Processing/Reading Order Detection/ROOR

Reading Order Detection on ROOR

Metric: Segment-level F1 (higher is better)

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#Model↕Segment-level F1▼Extra DataPaperDate↕Code
1LayoutLMv3-GlobalPointer (large)82.38NoModeling Layout Reading Order as Ordering Relati...2024-09-29Code
2LayoutLMv3-GlobalPointer (base)68.6NoModeling Layout Reading Order as Ordering Relati...2024-09-29Code
3TPP (LayoutLMv3-base)42.96NoReading Order Matters: Information Extraction fr...2023-10-17Code
4LayoutReader9.44NoLayoutReader: Pre-training of Text and Layout fo...2021-08-26Code