No-Reference Point Cloud Quality Assessment on SJTU-PCQA
0.9261PLCCResSCNN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ResSCNNtraining=from scratch, configuration=default2023.05 | 0.9261 | 0.9099 | 1.49 | |
| COPP-Nettraining=from scratch, configuration=default2023.05 | 0.9257 | 0.8915 | 1.31 | |
| DisPATrain=WPC2024.11 | 0.657 | — | — | |
| DisPATrain=LS2024.11 | 0.653 | — | — | |
| COPA+FTTrain=LS2024.03 | 0.644 | — | — | |
| COPATrain=LS2024.11 | 0.644 | — | — | |
| COPA+FTTrain=WPC2024.03 | 0.643 | — | — | |
| COPATrain=WPC2024.11 | 0.643 | — | — | |
| MM-PCQATrain=WPC2024.03 | 0.612 | — | — | |
| MM-PCQATrain=WPC2024.11 | 0.612 | — | — | |
| NR-3DQAtraining=from scratch, configuration=default2023.05 | 0.5987 | 0.5676 | 2.15 | |
| IT-PCQAtraining=from scratch, configuration=default2023.05 | 0.5922 | 0.5269 | 2.09 | |
| MM-PCQATrain=LS2024.03 | 0.581 | — | — | |
| MM-PCQATrain=LS2024.11 | 0.581 | — | — | |
| ResSCNNTrain=WPC2024.03 | 0.572 | — | — | |
| GPA-NetTrain=LS2024.03 | 0.556 | — | — | |
| GPA-NetTrain=LS2024.11 | 0.556 | — | — | |
| GPA-NetTrain=WPC2024.03 | 0.553 | — | — | |
| GPA-NetTrain=WPC2024.11 | 0.553 | — | — | |
| ResSCNNTrain=LS2024.03 | 0.546 | — | — | |
| PQA-NetTrain=LS2024.03 | 0.342 | — | — | |
| PQA-NetTrain=LS2024.11 | 0.342 | — | — | |
| PQA-NetTrain=WPC2024.03 | 0.235 | — | — | |
| PQA-NetTrain=WPC2024.11 | 0.235 | — | — |