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Layout & Reading-Order Understanding · BloomSpec

Where this sits

Knowledge, Content & Enterprise Intelligence
Document Intelligence & Processing
Text, Layout & Visual Structure Recognition
Layout & Reading-Order Understanding

Alongside it

Form & Selection Structure Recognition
Handwriting Recognition
Printed Text Recognition
Table Structure Recognition
Visual Document Element Recognition

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What challenges does this address?
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Capability

Layout & Reading-Order Understanding

Recover spatial hierarchy, document regions and reading order required to interpret visually structured pages.

Operations in this capability4

Associate Text With Structural Regions
Construct Document Layout Hierarchy
Detect Layout Regions
Infer Reading Order

Problems this addresses2

Complex Visual Layout and Reading Order
Structural OCR Errors Propagate Downstream

How this is measured2

Accuracy
F1 Score

Modules mapped to this capability

2

Gemini Layout Parsersubstantial · available
UiPath Helix Extractorsubstantial · available

Products mapped to this capability1

Doclingsubstantial · available