模型

mAP

mAP_s

mAP_m

time

YOLOv3

0.475

0.524

0.72

7 h 33 m

FCOS

0.515

0.521

0.78

8 h 34 m

Faster RCNN

0.541

0.503

0.823

7 h 59 m