Open Access
表2
模型消融实验结果对比
| 编号 | 方法名称 | IoU/10-2 | Pd/10-2 | Fa/10-6 | 参数量/M | 浮点计算量/G | 单帧推理时间/s |
| 1 | 基线方法 | 87.09 | 98.73 | 4.223 | 4.697 | 14.282 | 0.029 |
| 2 | +U形注意力块 | 90.12 | 98.83 | 4.205 | 3.156 | 15.499 | 0.033 |
| 3 | +逐像素注意力块 | 91.09 | 99.15 | 3.930 | 4.797 | 14.499 | 0.041 |
| 4 | 本文算法 | 92.49 | 98.84 | 2.918 | 3.165 | 15.631 | 0.039 |
Current usage metrics show cumulative count of Article Views (full-text article views including HTML views, PDF and ePub downloads, according to the available data) and Abstracts Views on Vision4Press platform.
Data correspond to usage on the plateform after 2015. The current usage metrics is available 48-96 hours after online publication and is updated daily on week days.
Initial download of the metrics may take a while.