| 模型 | AP | Params (M) | MACs (G) |
| YOLOv4-tiny | 92.92% | 5.874116 | 3.410797 |
| YOLOv4-tiny + K-Means + SE | 91.61% | 5.917124 | 3.411187 |
| YOLOv4-tiny + SE | 93.01% | 5.917124 | 3.411187 |
| YOLOv4-tiny + CBAM | 93.60% | 5.960426 | 3.411465 |
| YOLOv4-tiny + ECA | 93.05% | 5.874131 | 3.411149 |
| YOLOv4-tiny + K-Means | 88.83% | 5.874116 | 3.410797 |
| YOLOv4-tiny + K-Means + 线性变化 | 91.54% | 5.874116 | 3.410797 |