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ResearchFormerly WizWand

Point Cloud Quality Assessment on LS-PCQA (test)

0.7PLCCMPED
0.157120.298060.4390.57994Dec 22, 2020Aug 15, 2021Apr 9, 2022Dec 2, 2022Jul 27, 2023Mar 20, 2024Nov 12, 2024
Updated 8mo ago

Evaluation results

MethodLinks
MPEDReference Type=Full-reference2020.120.70.67—
MPEDReference=Full-Reference, Modality=Point Cloud2024.030.6710.6590.138
CoPAReference=No-Reference, Modality=Point Cloud, Fine-tuned=true2024.030.6360.6130.161
COPAModality=Image, Reference=No-Reference2024.110.6360.6210.161
DisPAModality=Image, Reference=No-Reference2024.110.6310.6250.16
PSNRyuvReference Type=Full-reference2020.120.630.62—
ResSCNNReference=No-Reference, Modality=Point Cloud2024.030.6240.5940.172
ResSCNNModality=Point Cloud, Reference=No-Reference2024.110.6240.5940.172
GPA-NetReference=No-Reference, Modality=Point Cloud2024.030.6190.5920.186
GPA-NetModality=Point Cloud, Reference=No-Reference2024.110.6190.5920.186
M-p2poReference Type=Full-reference2020.120.610.3—
H-PSNRyuvReference Type=Full-reference2020.120.60.57—
ResSCNNReference Type=No-reference2020.120.60.62—
MM-PCQAReference=No-Reference, Modality=Point Cloud and Image2024.030.5970.5810.189
MM-PCQAModality=Point Cloud + Image, Reference=No-Reference2024.110.5970.5810.189
PQA-NetReference=No-Reference, Modality=Point Cloud2024.030.5920.5880.202
PQA-NetModality=Image, Reference=No-Reference2024.110.5920.5880.202
M-p2plReference Type=Full-reference2020.120.590.29—
PQA-NetReference Type=No-reference2020.120.560.52—
PSNR-yuvReference=Full-Reference, Modality=Point Cloud2024.030.5470.5480.155
PSNR-yuvModality=Point Cloud, Reference=Full-Reference2024.110.5470.5480.155
H-p2plReference Type=Full-reference2020.120.530.26—
MSE-p2poReference=Full-Reference, Modality=Point Cloud2024.030.5280.3250.158
MSE-p2poModality=Point Cloud, Reference=Full-Reference2024.110.5280.3250.158
H-p2poReference Type=Full-reference2020.120.520.26—
IT-PCQAReference Type=No-reference2020.120.510.53—
PCQMReference=Full-Reference, Modality=Point Cloud2024.030.510.4390.152
PCQMModality=Point Cloud, Reference=Full-Reference2024.110.510.4390.152
MSE-p2plReference=Full-Reference, Modality=Point Cloud2024.030.4980.3110.16
MSE-p2plModality=Point Cloud, Reference=Full-Reference2024.110.4980.3110.16
HD-p2poReference=Full-Reference, Modality=Point Cloud2024.030.4880.2910.163
HD-p2poModality=Point Cloud, Reference=Full-Reference2024.110.4880.2910.163
HD-p2plReference=Full-Reference, Modality=Point Cloud2024.030.4780.2910.163
HD-p2plModality=Point Cloud, Reference=Full-Reference2024.110.4780.2910.163
GraphSIMReference Type=Full-reference2020.120.430.46—
PCQMReference Type=Full-reference2020.120.40.54—
MS-GraphSIMReference=Full-Reference, Modality=Point Cloud2024.030.3480.3890.174
MS-GraphSIMModality=Point Cloud, Reference=Full-Reference2024.110.3480.3890.174
IT-PCQAReference=No-Reference, Modality=Image2024.030.3470.3260.224
IT-PCQAModality=Image, Reference=No-Reference2024.110.3470.3260.224
GraphSIMReference=Full-Reference, Modality=Point Cloud2024.030.2810.320.178
GraphSIMModality=Point Cloud, Reference=Full-Reference2024.110.2810.320.178
PointSSIMReference=Full-Reference, Modality=Point Cloud2024.030.1780.180.183
PointSSIMModality=Point Cloud, Reference=Full-Reference2024.110.1780.180.183