Lightweight Automatic Identification and Location Detection Model of Farmland Pests

Table 3

Prediction effect of target detection model in this paper on insects in each test set.

Name	AP (%)	Name	AP (%)
Corn borer	99.36	Amata emma	99.13
Cotton bollworm	99.27	Gryllotalpa spps	95.50
Chafer	99.59	Chiasmia cinerearia	96.56
Macdunncughia crassisigna	71.43	Eupolyph	96.67
Athetis lepigone; Mamestra brassicae Linnaeus	99.01; 96.15	Callambulyx tatarinovi; Scarites	99.58; 94.85
Striped sorghum borer	98.20	Cricket	100.00
Agrotis ypsilon	62.86	Diaphania quadrimaculalis	97.50
Mythimna Separata	98.32	Agrius convolvuli	99.58
Latoia sinica Moore	99.94	Smeritus planus walker	86.96
Beet armyworm	92.75	Parum colligata	88.60
Agrotis segetum	81.90	Bremer et Grey	89.81
Ladybug	95.82	Butler	97.66
mAP			93.73