Point Cloud Quality Assessment on SJTU-PCQA Type 7 color noise & geometry gaussian noise
0.9632SRCCUPDA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| UPDABackbone=GMS-3DQA2026.02 | 0.9632 | 0.9598 | |
| UPDABackbone=3DTA2026.02 | 0.9587 | 0.9639 | |
| DirAdaptBackbone=GMS-3DQA2026.02 | 0.9532 | 0.9656 | |
| GMS-3DQAAdaptation=NoAdapt2026.02 | 0.9438 | 0.9551 | |
| UPDABackbone=MM-PCQA2026.02 | 0.9364 | 0.9572 | |
| DirAdaptBackbone=3DTA2026.02 | 0.9205 | 0.9435 | |
| 3DTAAdaptation=NoAdapt2026.02 | 0.9142 | 0.9246 | |
| DirAdaptBackbone=MM-PCQA2026.02 | 0.9034 | 0.9415 | |
| MM-PCQAAdaptation=NoAdapt2026.02 | 0.8953 | 0.9337 | |
| IT-PCQAAdaptation=UDA2026.02 | 0.7872 | 0.7763 | |
| PQA-NetAdaptation=NoAdapt2026.02 | 0.6792 | 0.7012 |