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