Table 3 Experimental results of CAWM on VisDrone, UAVDT, and AU-AIR datasets (%).

From: ACFM: adaptive channel weighted fusion algorithm for improving small object detection performance in UAV traffic

Method

VisDrone

UAVDT

AU-AIR

mAP↑

AP50↑

AP75↑

mAP↑

AP50↑

AP75↑

mAP↑

AP50↑

AP75↑

Baseline

28.4

48.1

29.5

14.9

25.7

15.2

15.1

36.9

9.9

+MSRB + GSA

28.9

48.8

29.9

16.0

27.9

16.4

15.3

37.7

10.3