| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Point Cloud Quality Assessment | SJTU-PCQA (test) | PLCC0.915 | 42 | |
| Point Cloud Quality Assessment | SJTU-PCQA | PLCC0.924 | 38 | |
| No-Reference Point Cloud Quality Assessment | SJTU-PCQA | PLCC0.9261 | 24 | |
| Point Cloud Quality Assessment | SJTU-PCQA (5-fold cross-validation) | SROCC0.908 | 16 | |
| Point Cloud Quality Assessment | SJTU-PCQA Type 7 color noise & geometry gaussian noise | SRCC0.9632 | 11 | |
| Point Cloud Quality Assessment | SJTU-PCQA Type 6 geometry gaussian noise | SRCC0.9376 | 11 | |
| Point Cloud Quality Assessment | SJTU-PCQA Type 5 downsampling & geometry gaussian noise | SRCC0.9621 | 11 | |
| Point Cloud Quality Assessment | SJTU-PCQA Type 4 downsampling & color noise | SRCC0.9571 | 11 | |
| Point Cloud Quality Assessment | SJTU-PCQA Type 3 (downsampling) | SRCC0.9207 | 11 | |
| Point Cloud Quality Assessment | SJTU-PCQA Type 2 color noise | SRCC0.8518 | 11 |