Point Cloud Quality Assessment on PCQA Oc (Octree-based Compression Distortion)
0.899PLCCTCDM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TCDM2026.01 | 0.899 | 0.901 | 0.723 | 0.219 | |
| MS-ISSM2026.01 | 0.892 | 0.905 | 0.737 | 0.214 | |
| UPDABackbone=3DTA2026.02 | 0.8859 | 0.8316 | — | — | |
| MS-GraphSIM2026.01 | 0.882 | 0.882 | 0.699 | 0.217 | |
| 3DTAAdaptation=NoAdapt2026.02 | 0.865 | 0.8108 | — | — | |
| GraphSIM2026.01 | 0.856 | 0.862 | 0.678 | 0.214 | |
| DirAdaptBackbone=3DTA2026.02 | 0.8247 | 0.7983 | — | — | |
| PHM2026.01 | 0.824 | 0.91 | 0.735 | 0.236 | |
| UPDABackbone=GMS-3DQA2026.02 | 0.8211 | 0.8601 | — | — | |
| UPDABackbone=MM-PCQA2026.02 | 0.8125 | 0.7708 | — | — | |
| MM-PCQAAdaptation=NoAdapt2026.02 | 0.8018 | 0.7595 | — | — | |
| GMS-3DQAAdaptation=NoAdapt2026.02 | 0.7992 | 0.8224 | — | — | |
| MS-PSSIM2026.01 | 0.798 | 0.839 | 0.647 | 0.234 | |
| DirAdaptBackbone=GMS-3DQA2026.02 | 0.7881 | 0.8127 | — | — | |
| DirAdaptBackbone=MM-PCQA2026.02 | 0.7658 | 0.7483 | — | — | |
| IT-PCQAAdaptation=UDA2026.02 | 0.7628 | 0.7321 | — | — | |
| FRSVR2026.01 | 0.733 | 0.752 | 0.552 | 0.18 | |
| PSSIM2026.01 | 0.633 | 0.729 | 0.524 | 0.246 | |
| PCQM2026.01 | 0.607 | 0.896 | 0.707 | 0.255 | |
| PSNR-YUV2026.01 | 0.567 | 0.613 | 0.419 | 0.317 | |
| PSNR-p2pl2026.01 | 0.421 | 0.326 | 0.23 | 0.318 | |
| PSNR-p2p2026.01 | 0.412 | 0.324 | 0.229 | 0.322 | |
| PQA-NetAdaptation=NoAdapt2026.02 | 0.1762 | 0.1573 | — | — |