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 1 MIT-States 数据集上不同算法的召回率结果对比

Tab.1 Comparison of recall results of different algorithms on MIT-States dataset

模型 R@1 R@5 R@10 % Attributes as operators 8.8±0.1 27.3±0.3 39.1±0.3 Relationship 12.3±0.5 31.9±0.7 42.9±0.9 FiLM 10.1±0.3 27.7±0.7 38.3±0.7 TIRG 12.2±0.4 31.9±0.3 43.1±0.3 TIRG-Bert 12.3±0.6 32.5±0.3 43.3±0.5 ComposeAE 13.9±0.5 35.3±0.8 47.9±0.7 SEFM 15.5±0.8 37.7±1.0 49.6±1.0