Research Article
An Efficient Multiscale Pyramid Attention Network for Face Detection in Surveillance Images
Table 3
The ablation experiments of our strategies on the Wider Face validation test.
| Method | Baseline | | +DA |
| + CM | | | | | | | + FAP | | | | | | + FF | | | | | | + HFM | | | | | | Accuracy (mAP[easy]) | 92.4 | 93.0 | 93.4 | 93.6 | 94.8 | 96.3 | Accuracy (mAP[medium]) | 91.0 | 91.3 | 91.5 | 91.8 | 93.6 | 95.1 | Accuracy (mAP[hard]) | 78.6 | 82.3 | 85.1 | 85.4 | 87.9 | 89.2 |
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