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ResearchFormerly WizWand

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

0.788SROCCDisPA
0.078720.262860.4470.63114Nov 12, 2024
Updated 8mo ago

Evaluation results

MethodLinks
DisPAModality=Image, Reference=No-Reference2024.110.7880.790.138
COPAModality=Image, Reference=No-Reference2024.110.7790.7850.144
MM-PCQAModality=Point Cloud + Image, Reference=No-Reference2024.110.7610.7740.149
GPA-NetModality=Point Cloud, Reference=No-Reference2024.110.7580.7690.162
PCQMModality=Point Cloud, Reference=Full-Reference2024.110.750.7540.15
ResSCNNModality=Point Cloud, Reference=No-Reference2024.110.7350.7520.177
MS-GraphSIMModality=Point Cloud, Reference=Full-Reference2024.110.7040.7180.159
GraphSIMModality=Point Cloud, Reference=Full-Reference2024.110.6790.6930.165
MSE-p2poModality=Point Cloud, Reference=Full-Reference2024.110.5640.5570.188
PSNR-yuvModality=Point Cloud, Reference=Full-Reference2024.110.5630.5790.186
PQA-NetModality=Image, Reference=No-Reference2024.110.5470.5790.189
PointSSIMModality=Point Cloud, Reference=Full-Reference2024.110.4530.4810.2
MSE-p2plModality=Point Cloud, Reference=Full-Reference2024.110.4450.4910.199
IT-PCQAModality=Image, Reference=No-Reference2024.110.4220.4680.221
HD-p2plModality=Point Cloud, Reference=Full-Reference2024.110.3440.380.211
HD-p2poModality=Point Cloud, Reference=Full-Reference2024.110.1060.1660.222