Research Article
Multi-Scale Guided Attention Network for Crowd Counting
Table 8
Comparison of the same form of attention mechanism.
| Dataset | ShanghaiTech A | ShanghaiTech B | Evaluation | MAE | MSE | MAE | MSE |
| MCNN | 110.2 | 173.2 | 26.4 | 41.3 | MCNN + CBAM | 120.6 | 184.61 | 29.77 | 49.66 | MCNN + MFG | 84.4 | 136.7 | 14.3 | 23.3 | MGANet (ours) | 66.5 | 96.7 | 9.2 | 13.8 |
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