Research Article
A Multifeature Complementary Attention Mechanism for Image Topic Representation in Social Networks
Table 2
The MAP results of CATR and other comparison methods on Sina Weibo image dataset.
| Method | MAP@5 | MAP@10 | MAP@15 | MAP@20 |
| mmLDA | 0.496 | 0.527 | 0.514 | 0.482 | M3R | 0.561 | 0.582 | 0.578 | 0.562 | VELDA | 0.624 | 0.642 | 0.603 | 0.591 | mmETM | 0.703 | 0.734 | 0.671 | 0.627 | VGG-19 | 0.732 | 0.759 | 0.735 | 0.706 | ResNet | 0.739 | 0.781 | 0.738 | 0.717 | DenseNet | 0.775 | 0.783 | 0.741 | 0.739 | SkeletonNet | 0.776 | 0.786 | 0.745 | 0.739 | CIN | 0.779 | 0.792 | 0.747 | 0.741 | CATR | 0.781 | 0.801 | 0.752 | 0.743 |
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