Point Cloud Quality Assessment on WPC (test)
0.779SROCCCoPA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CoPAReference=No-Reference, Modality=Point Cloud, Fine-tuned=true2024.03 | 0.779 | 0.785 | 0.144 | |
| MM-PCQAReference=No-Reference, Modality=Point Cloud and Image2024.03 | 0.761 | 0.774 | 0.149 | |
| GPA-NetReference=No-Reference, Modality=Point Cloud2024.03 | 0.758 | 0.769 | 0.162 | |
| PCQMReference=Full-Reference, Modality=Point Cloud2024.03 | 0.75 | 0.754 | 0.15 | |
| ResSCNNReference=No-Reference, Modality=Point Cloud2024.03 | 0.735 | 0.752 | 0.177 | |
| MS-GraphSIMReference=Full-Reference, Modality=Point Cloud2024.03 | 0.704 | 0.718 | 0.159 | |
| GraphSIMReference=Full-Reference, Modality=Point Cloud2024.03 | 0.679 | 0.693 | 0.165 | |
| MPEDReference=Full-Reference, Modality=Point Cloud2024.03 | 0.656 | 0.67 | 0.169 | |
| MSE-p2poReference=Full-Reference, Modality=Point Cloud2024.03 | 0.564 | 0.557 | 0.188 | |
| PSNR-yuvReference=Full-Reference, Modality=Point Cloud2024.03 | 0.563 | 0.579 | 0.186 | |
| PQA-NetReference=No-Reference, Modality=Point Cloud2024.03 | 0.547 | 0.579 | 0.189 | |
| PointSSIMReference=Full-Reference, Modality=Point Cloud2024.03 | 0.453 | 0.481 | 0.2 | |
| MSE-p2plReference=Full-Reference, Modality=Point Cloud2024.03 | 0.445 | 0.491 | 0.199 | |
| IT-PCQAReference=No-Reference, Modality=Image2024.03 | 0.422 | 0.468 | 0.221 | |
| HD-p2plReference=Full-Reference, Modality=Point Cloud2024.03 | 0.344 | 0.38 | 0.211 | |
| HD-p2poReference=Full-Reference, Modality=Point Cloud2024.03 | 0.106 | 0.166 | 0.222 |