Point Cloud Quality Assessment on SJTU-PCQA Type 2 color noise
0.8518SRCCUPDA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| UPDABackbone=3DTA2026.02 | 0.8518 | 0.8475 | |
| UPDABackbone=GMS-3DQA2026.02 | 0.8446 | 0.8353 | |
| DirAdaptBackbone=GMS-3DQA2026.02 | 0.7903 | 0.7673 | |
| GMS-3DQAAdaptation=NoAdapt2026.02 | 0.7887 | 0.7551 | |
| 3DTAAdaptation=NoAdapt2026.02 | 0.7855 | 0.7824 | |
| DirAdaptBackbone=3DTA2026.02 | 0.7706 | 0.7857 | |
| IT-PCQAAdaptation=UDA2026.02 | 0.6732 | 0.6281 | |
| UPDABackbone=MM-PCQA2026.02 | 0.6492 | 0.6712 | |
| MM-PCQAAdaptation=NoAdapt2026.02 | 0.6413 | 0.6571 | |
| DirAdaptBackbone=MM-PCQA2026.02 | 0.6032 | 0.6145 | |
| PQA-NetAdaptation=NoAdapt2026.02 | 0.5782 | 0.6213 |