notesum.ai

Published at December 4

cs.CV

eess.IV

Released Date: December 4, 2024

Authors: Md Meraz¹, Md Afzal Ansari, Mohammed Javed, Pavan Chakraborty

Aff.: ¹Indian Institute of Information Technology Allahabad, Prayagraj-U.P, India

Method	input	Points	Accuracy
PointNet [5]	P	$1\mathrm{K}$	$89.2\%$
SO-Net [18]	P, N	$2\mathrm{K}$	$90.9\%$
A-CNN [19]	P, N	$1\mathrm{K}$	$92.6\%$
PointNet++ [6]	P	$1\mathrm{K}$	$90.7\%$
P2Sequence [20]	P	$1\mathrm{K}$	$92.6\%$
Kd-Net [21]	P	$32\mathrm{K}$	$91.8\%$
PCNN [22]	P	$1\mathrm{K}$	$92.3\%$
PointCNN [23]	P	$1\mathrm{K}$	$92.5\%$
PointConv [24]	P, N	$1\mathrm{K}$	$92.5\%$
RS-CNN [25]	P	$1\mathrm{K}$	$92.9\%$
KPConv [26]	P	$7\mathrm{K}$	$92.9\%$
DG-CNN [9]	P	$1\mathrm{K}$	$92.9\%$
PointGrid [27]	P	$1\mathrm{K}$	$92.0\%$
DC-GNN [17]	P	$1\mathrm{K}$	$93.64\%$
Ours	P	$1\mathrm{K}$	$\mathbf{92.71\%}$