基于视觉关系推理与上下文门控机制的图像描述

陈巧红,裴皓磊,孙麒

Image caption based on relational reasoning and context gate mechanism

Qiao-hong CHEN,Hao-lei PEI,Qi SUN

表 4 Flickr30k数据集实验性能对比

Tab.4 Comparison of experimental results on Flickr30k caption dateset

模型 BLEU1 BLEU4 METEOR CIDEr Hard-Attention 66.9 19.9 18.5 — GL-Att 68.1 25.7 18.9 — LRCA 69.8 27.7 21.5 57.4 Adaptive 67.7 25.1 20.4 53.1 NBT 69.0 27.1 21.7 57.5 本研究(XE) 73.6 30.1 23.8 60.2