Table 3.

IP102 pest test results.

Methods		Accuracy (%)	Precision (%)	Recall (%)	F1
Coarse-grained	VGG19 [32]	54.1	43.1	42.0	0.43
	ResNet50 [33]	54.7	43.4	42.1	0.43
	Inception [34]	55.3	43.4	42.3	0.43
	DenseNet [48]	55.4	43.6	42.4	0.43
	CSPNet50 [49]	55.6	43.9	42.4	0.44
	Senet [50]	54.3	45.1	42.6	0.44
Fine-grained	LIR [51]	56.9	45.4	42.9	0.44
	WSAP [52]	56.8	45.6	43.3	0.45
	FBSD [24]	56.4	45.4	43.1	0.44
	GHA-Net	57.1	46.7	45.3	0.48