基于Transformer的多模态级联文档布局分析网络

温绍杰,吴瑞刚,冯超文,刘英莉

Multimodal cascaded document layout analysis network based on Transformer

Shaojie WEN,Ruigang WU,Chaowen FENG,Yingli LIU

表 2 所提模型与现有模型在PublayNet数据集上的整体性能

Tab.2 Overall performance of proposed model and existing models on PublayNet dataset

模型 主干网络 mAP/% PublayNet[24] Mask R-CNN 91.0 DiT[13] Mask R-CNN 91.6 DiT[13] Cascader R-CNN 92.5 UDoc[25] Faster R-CNN 91.7 BEiT[23] Mask R-CNN 92.6 MCOD-Net Cascader R-CNN 95.1