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 2 Fashion IQ 数据集上不同算法的召回率结果对比

Tab.2 Comparison of recall results of different algorithms on Fashion IQ dataset

模型 R@10 R@50 dress shirt top&tee dress shirt top&tee % TIRG 2.2±0.2 4.3±0.2 3.7±0.2 8.2±0.3 10.7±0.3 8.9±0.2 TIRG-Bert 11.7±0.5 10.9±0.5 11.7±0.3 30.1±0.3 27.9±0.4 28.1±0.3 ComposeAE 11.2±0.6 9.9±0.5 10.5±0.4 29.5±0.5 25.1±0.3 26.1±0.6 SEFM 11.9±0.3 11.2±0.5 11.7±0.3 29.6±0.5 27.4±0.5 27.5±0.3