Point Cloud Quality Assessment on WPC (5-fold cross-validation)
0.788SROCCDisPA
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DisPAModality=Image, Reference=No-Reference2024.11 | 0.788 | 0.79 | 0.138 | |
| COPAModality=Image, Reference=No-Reference2024.11 | 0.779 | 0.785 | 0.144 | |
| MM-PCQAModality=Point Cloud + Image, Reference=No-Reference2024.11 | 0.761 | 0.774 | 0.149 | |
| GPA-NetModality=Point Cloud, Reference=No-Reference2024.11 | 0.758 | 0.769 | 0.162 | |
| PCQMModality=Point Cloud, Reference=Full-Reference2024.11 | 0.75 | 0.754 | 0.15 | |
| ResSCNNModality=Point Cloud, Reference=No-Reference2024.11 | 0.735 | 0.752 | 0.177 | |
| MS-GraphSIMModality=Point Cloud, Reference=Full-Reference2024.11 | 0.704 | 0.718 | 0.159 | |
| GraphSIMModality=Point Cloud, Reference=Full-Reference2024.11 | 0.679 | 0.693 | 0.165 | |
| MSE-p2poModality=Point Cloud, Reference=Full-Reference2024.11 | 0.564 | 0.557 | 0.188 | |
| PSNR-yuvModality=Point Cloud, Reference=Full-Reference2024.11 | 0.563 | 0.579 | 0.186 | |
| PQA-NetModality=Image, Reference=No-Reference2024.11 | 0.547 | 0.579 | 0.189 | |
| PointSSIMModality=Point Cloud, Reference=Full-Reference2024.11 | 0.453 | 0.481 | 0.2 | |
| MSE-p2plModality=Point Cloud, Reference=Full-Reference2024.11 | 0.445 | 0.491 | 0.199 | |
| IT-PCQAModality=Image, Reference=No-Reference2024.11 | 0.422 | 0.468 | 0.221 | |
| HD-p2plModality=Point Cloud, Reference=Full-Reference2024.11 | 0.344 | 0.38 | 0.211 | |
| HD-p2poModality=Point Cloud, Reference=Full-Reference2024.11 | 0.106 | 0.166 | 0.222 |