📊 Showing 4 results | 📏 Metric: F1
| Rank | Model | Paper | F1 | Date | Code |
|---|---|---|---|---|---|
| 1 | TPP (LayoutLMv3) | Reading Order Matters: Information Extraction from Visually-rich Documents by Token Path Prediction | 91.85 | 2023-10-17 | 📦 chongzhangfdu/tpp 📦 WinterShiver/Token-Path-Prediction |
| 2 | TPP (LayoutMask) | Reading Order Matters: Information Extraction from Visually-rich Documents by Token Path Prediction | 89.34 | 2023-10-17 | 📦 chongzhangfdu/tpp 📦 WinterShiver/Token-Path-Prediction |
| 3 | LayoutLMv3 | LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking | 82.72 | 2022-04-18 | 📦 huggingface/transformers 📦 microsoft/unilm 📦 pwc-1/Paper-9 📦 MindSpore-scientific-2/code-14 |
| 4 | LayoutMask | LayoutMask: Enhance Text-Layout Interaction in Multi-modal Pre-training for Document Understanding | 81.84 | 2023-05-30 | - |