基于语义增强特征融合的多模态图像检索模型

杨帆,宁博,李怀清,周新,李冠宇

Multimodal image retrieval model based on semantic-enhanced feature fusion

Fan YANG,Bo NING,Huai-qing LI,Xin ZHOU,Guan-yu LI

表 6 MIT-States 数据集上消融实验准确率结果对比

Tab.6 Comparison of ablation precision results on MIT-States dataset

模型 P@5 P@10 % SEFM (without-text semantic enhancement) 11.0±0.3 10.4±0.3 SEFM (without-image semantic enhancement) 12.1±0.4 10.9±0.2 SEFM(Lbase) 12.0±0.5 11.2±0.3 SEFM(Lbase+LRI) 12.0±0.3 11.1±0.1 SEFM(Lbase+LRT) 11.9±0.3 11.0±0.2 SEFM 12.6±0.4 11.2±0.2