Table 9 DocGenome performance comparison across detection (AP50, mAP) and Semantic Structural Congruence (SSC).
From: Representation learning approach for understanding structured documents
Model | AP50 | mAP | SSC |
|---|---|---|---|
LayoutLMv3 | 90.64 | 89.57 | 89.16 |
DocLayout-YOLO | 89.11 | 88.94 | 89.12 |
DocSAM | 89.67 | 88.16 | 89.12 |
LayoutLLM | – | – | 90.62 |
DocLayLLM | – | – | 91.48 |
Our (D-REEL) | 91.37 | 90.89 | 92.01 |
