Small Object Detection with Multiscale Features

Table 5

The comparison of accuracy between our model and Faster-RCNN (60000,30000).

model	mAP	Mouse	Telephone	Outlet	Faucet	Clock	Toilet paper	bottle	plate
Faster RCNN	0.491	0.447	0.449	0.549	0.424	0.604	0.309	0.428	0.719
Our model	0.587	0.371	0.564	0.572	0.561	0.690	0.546	0.514	0.880