Point Cloud Quality Assessment on SJTU-PCQA cross-domain (target) trained on KADID-10k (source) (test)
0.843PLCCQD-PCQA
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| QD-PCQAModel=I-to-PC2026.03 | 0.843 | 0.724 | 0.528 | 1.305 | |
| CODModel=I-to-PC2026.03 | 0.721 | 0.612 | 0.496 | 1.703 | |
| IT-PCQAModel=I-to-PC2026.03 | 0.703 | 0.641 | 0.512 | 1.606 | |
| StyleAMModel=I-to-I2026.03 | 0.698 | 0.589 | 0.45 | 1.712 | |
| Chen’sModel=I-to-I2026.03 | 0.643 | 0.568 | 0.406 | 1.824 | |
| DANNModel=I-to-PC2026.03 | 0.602 | 0.534 | 0.446 | 1.812 | |
| No AdaptModel=I-to-PC2026.03 | 0.552 | 0.462 | 0.392 | 1.965 |