notesum.ai

Published at December 4

eess.SP

cs.CV

Released Date: December 4, 2024

Authors: Jun Dong¹, Jintao Cheng¹, Jin Wu², Chengxi Zhang³, Shunyi Zhao³, Xiaoyu Tang¹

Aff.: ¹South China Normal University; ²Hong Kong University of Science and Technology; ³Jiangnan University

#	HGBlock		HGNetv2			AP0.5	mAP	Params (M)	GFLOPs
#	A	B	C	D	E	AP0.5	mAP	Params (M)	GFLOPs
1	Base					0.761	0.445	8.8	85.3
2	✓					0.769 (+1.1%)	0.453 (+1.8%)	8.9 (+1.1%)	74.9 (-12.2%)
3	✓	✓				0.785 (+3.2%)	0.473 (+6.3%)	9.8(+11.4%)	84.2 (-1.3%)
4	✓	✓	✓			0.733 (-3.7%)	0.428 (-3.8%)	9.8 (+11.4%)	25.7 (-69.9%)
5	✓	✓	✓	✓		0.704 (-7.5%)	0.402 (-9.7%)	2.1 (-76.1%)	13.0 (-84.8%)
6	✓	✓	✓	✓	✓	0.738 (-3.0%)	0.423 (-5.0%)	3.0 (-66.0%)	14.7 (-82.8%)