Research Article
Multi-Scale Guided Attention Network for Crowd Counting
Table 7
Experimental results of attention mechanism ablation.
| Dataset | ShanghaiTech A | ShanghaiTech B | Evaluation | MAE | MSE | MAE | MSE |
| No attention | 112.4 | 165.3 | 25.4 | 44.6 | Channel attention | 75.6 | 109.5 | 15.6 | 22.7 | Spatial attention | 86.5 | 116.3 | 14.5 | 21.6 | Spatial + channel attention | 66.5 | 96.7 | 9.2 | 13.8 |
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