Table 3.

Models used in this study.

		Architecture
		CNN-Based	Transformer-Based
Task	Binary classification	EfficientNet-B3 [35], DenseNet121 [16]
	Object detection	RetinaNet [22], YOLOX [37], Dynamic R-CNN [38]	DETR [26], Deformable DETR [27]
	Few-shot object detection	TFA [39], FSCE [40]	Meta-DETR [41]