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ResearchFormerly WizWand

Point Cloud Quality Assessment on SJTU-PCQA (5-fold cross-validation)

0.908SROCCDisPA
0.524240.623870.72350.82313Nov 12, 2024
Updated 8mo ago

Evaluation results

MethodLinks
DisPAModality=Image, Reference=No-Reference2024.110.9080.9190.089
COPAModality=Image, Reference=No-Reference2024.110.8970.9130.092
MS-GraphSIMModality=Point Cloud, Reference=Full-Reference2024.110.8880.9140.096
GPA-NetModality=Point Cloud, Reference=No-Reference2024.110.8780.8860.122
MM-PCQAModality=Point Cloud + Image, Reference=No-Reference2024.110.8760.8980.109
PCQMModality=Point Cloud, Reference=Full-Reference2024.110.8640.8830.112
GraphSIMModality=Point Cloud, Reference=Full-Reference2024.110.8560.8740.114
ResSCNNModality=Point Cloud, Reference=No-Reference2024.110.8340.8630.153
MSE-p2poModality=Point Cloud, Reference=Full-Reference2024.110.7830.8450.122
PointSSIMModality=Point Cloud, Reference=Full-Reference2024.110.7350.7470.157
PSNR-yuvModality=Point Cloud, Reference=Full-Reference2024.110.7040.7150.165
MSE-p2plModality=Point Cloud, Reference=Full-Reference2024.110.7030.7790.149
HD-p2poModality=Point Cloud, Reference=Full-Reference2024.110.6810.7480.156
PQA-NetModality=Image, Reference=No-Reference2024.110.6590.6870.172
HD-p2plModality=Point Cloud, Reference=Full-Reference2024.110.6170.6610.177
IT-PCQAModality=Image, Reference=No-Reference2024.110.5390.6290.218