| Paper | Code | mAP | ModelName | ReleaseDate |
|---|---|---|---|---|
| UniHDSA: A Unified Relation Prediction Approach for Hierarchical Document Structure Analysis | ✓ Link | 87.0 | UniHDSA-R50 | 2025-03-20 |
| DLAFormer: An End-to-End Transformer For Document Layout Analysis | 83.8 | DLAFormer | 2024-05-20 | |
| A Hybrid Approach for Document Layout Analysis in Document images | 81.6 | Hybrid DINO | 2024-04-27 | |
| Detect-Order-Construct: A Tree Construction based Approach for Hierarchical Document Structure Analysis | ✓ Link | 81.0 | DOC | 2024-01-22 |
| A Graphical Approach to Document Layout Analysis | ✓ Link | 72.4 | GLAM | 2023-08-03 |