TransEffiDet: Aircraft Detection and Classification in Aerial Images Based on EfficientDet and Transformer

Table 3

The ablation study of the proposed method on all test datasets.

Models	Ablation type										mAp (%)
	Input	Input/half		/half		/half	, , /half	Cat	Add	Cat/Add
Model 1					√						76.46
Model 2				√		√		√			81.03
Model 3	√		√		√				√		82.67
Model 4	√		√		√			√			82.86
Model 5	√			√		√				√	82.84
Model 6		√		√		√		√			81.67
Model 7	√						√	√			85.06
Model 8 (proposed)	√			√		√		√			86.55