面向多源异构数据的跨模态存储与检索系统

孔亚宁, 李春山, 初佃辉

Cross modal storage and retrieval system for multi⁃source heterogeneous data

Yaning Kong, Chunshan Li, Dianhui Chu

表3 MDSRS与MatConvNet单个flickr30k数据集上的性能对比

Table 3 Performance of MDSRS and MatConvNet on single flickr30k dataset

测试数目 测试对象 Recall@1 Recall@3 Recall@5 AVE MR 100 MDSRS 90.06% 90.59% 90.91% 90.52% 0 100 MatConvNet 80.02% 80.23% 80.78% 80.13% 0 500 MDSRS 89.01% 90.22% 90.42% 89.88% 0 500 MatConvNet 80.21% 80.31% 80.72% 80.41% 0 1000 MDSRS 90.34% 90.59% 91.19% 90.71% 0 1000 MatConvNet 80.24% 80.41% 80.42% 80.36% 0