Research Article
An Efficient Multiscale Pyramid Attention Network for Face Detection in Surveillance Images
Table 4
Results comparison on Wider Face validation set.
| Algorithms | Backbone | Easy | Medium | Hard |
| LDCF+ [27] | ā | 79.0 | 76.9 | 52.2 | Multitask cascade-CNN [6] | ā | 84.8 | 82.5 | 59.8 | ScaleFace [28] | ResNet50 | 86.8 | 86.7 | 77.2 | CMS-RCNN [8] | VGG16 | 89.9 | 87.4 | 62.4 | MSCNN [29] | VGG16 | 91.6 | 90.3 | 80.2 | HR [19] | ResNet101 | 92.5 | 91.0 | 80.6 | Zhu [30] | ResNet101 | 94.9 | 93.3 | 86.1 | FAN [29] | ResNet50 | 94.3 | 94.2 | 88.8 | Gao [31] | TinyYOLOv3 | 95.26 | 89.2 | 77.9 | DBCFace [32] | ResNet50 | 95.84 | 94.96 | 90.34 | Ours | Efficient-B7 | 96.3 | 95.1 | 89.2 |
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