数据集 | 插入方式 | 池化方式 | mAP@0.5 (%) | mAP@0.50:0.95 (%) | mAP@0.50:0.95(small) (%) |
LaRa | A | MaxPool2d | 92.3 | 49.0 | 48.6 |
AvgPool2d | 89.8 | 47.4 | 46.1 | ||
B | MaxPool2d | 92.0 | 48.9 | 48.3 | |
AvgPool2d | 60.1 | 32.1 | 32.2 | ||
BSTLD | A | MaxPool2d | 71.6 | 27.4 | 23.6 |
AvgPool2d | 67.7 | 26.5 | 23.5 | ||
B | MaxPool2d | 66.6 | 25.8 | 23.2 | |
AvgPool2d | 64.4 | 25.1 | 22.2 |