📊 Showing 4 results | 📏 Metric: Segment-level F1
| Rank | Model | Paper | Segment-level F1 | Date | Code |
|---|---|---|---|---|---|
| 1 | LayoutLMv3-GlobalPointer (large) | Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding | 82.38 | 2024-09-29 | 📦 chongzhangFDU/ROOR |
| 2 | LayoutLMv3-GlobalPointer (base) | Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding | 68.60 | 2024-09-29 | 📦 chongzhangFDU/ROOR |
| 3 | TPP (LayoutLMv3-base) | Reading Order Matters: Information Extraction from Visually-rich Documents by Token Path Prediction | 42.96 | 2023-10-17 | 📦 chongzhangfdu/tpp 📦 WinterShiver/Token-Path-Prediction |
| 4 | LayoutReader | LayoutReader: Pre-training of Text and Layout for Reading Order Detection | 9.44 | 2021-08-26 | 📦 microsoft/unilm |