Paper | Code | Segment-level F1 | ModelName | ReleaseDate |
---|---|---|---|---|
Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding | ✓ Link | 82.38 | LayoutLMv3-GlobalPointer (large) | 2024-09-29 |
Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding | ✓ Link | 68.60 | LayoutLMv3-GlobalPointer (base) | 2024-09-29 |
Reading Order Matters: Information Extraction from Visually-rich Documents by Token Path Prediction | ✓ Link | 42.96 | TPP (LayoutLMv3-base) | 2023-10-17 |
LayoutReader: Pre-training of Text and Layout for Reading Order Detection | ✓ Link | 9.44 | LayoutReader | 2021-08-26 |