Point Cloud Quality Assessment on LS-PCQA (test) benchmark leaderboard · SOTA2 Research

Point Cloud Quality Assessment on LS-PCQA (test)

0.7PLCCMPED

Evaluation Results

Method	Links
MPED2020.12		0.7	0.67	—
MPED2024.03		0.671	0.659	0.138
CoPA2024.03		0.636	0.613	0.161
COPA2024.11		0.636	0.621	0.161
DisPA2024.11		0.631	0.625	0.16
PSNRyuv2020.12		0.63	0.62	—
ResSCNN2024.03		0.624	0.594	0.172
ResSCNN2024.11		0.624	0.594	0.172
GPA-Net2024.03		0.619	0.592	0.186
GPA-Net2024.11		0.619	0.592	0.186
M-p2po2020.12		0.61	0.3	—
H-PSNRyuv2020.12		0.6	0.57	—
ResSCNN2020.12		0.6	0.62	—
MM-PCQA2024.03		0.597	0.581	0.189
MM-PCQA2024.11		0.597	0.581	0.189
PQA-Net2024.03		0.592	0.588	0.202
PQA-Net2024.11		0.592	0.588	0.202
M-p2pl2020.12		0.59	0.29	—
PQA-Net2020.12		0.56	0.52	—
PSNR-yuv2024.03		0.547	0.548	0.155
PSNR-yuv2024.11		0.547	0.548	0.155
H-p2pl2020.12		0.53	0.26	—
MSE-p2po2024.03		0.528	0.325	0.158
MSE-p2po2024.11		0.528	0.325	0.158
H-p2po2020.12		0.52	0.26	—
IT-PCQA2020.12		0.51	0.53	—
PCQM2024.03		0.51	0.439	0.152
PCQM2024.11		0.51	0.439	0.152
MSE-p2pl2024.03		0.498	0.311	0.16
MSE-p2pl2024.11		0.498	0.311	0.16
HD-p2po2024.03		0.488	0.291	0.163
HD-p2po2024.11		0.488	0.291	0.163
HD-p2pl2024.03		0.478	0.291	0.163
HD-p2pl2024.11		0.478	0.291	0.163
GraphSIM2020.12		0.43	0.46	—
PCQM2020.12		0.4	0.54	—
MS-GraphSIM2024.03		0.348	0.389	0.174
MS-GraphSIM2024.11		0.348	0.389	0.174
IT-PCQA2024.03		0.347	0.326	0.224
IT-PCQA2024.11		0.347	0.326	0.224
GraphSIM2024.03		0.281	0.32	0.178
GraphSIM2024.11		0.281	0.32	0.178
PointSSIM2024.03		0.178	0.18	0.183
PointSSIM2024.11		0.178	0.18	0.183