Point Cloud Quality Assessment on WPC

Metric: SROCC (higher is better)

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#	Model↕	SROCC▼	Extra Data	Paper	Date↕	Code
1	COPP-Net	0.9251	No	No-Reference Point Cloud Quality Assessment via ...	2023-05-13	Code
2	MM-PCQA	0.83	No	MM-PCQA: Multi-Modal Learning for No-reference P...	2022-09-01	Code
3	NR-3DQA	0.6479	No	No-Reference Quality Assessment for 3D Colored P...	2021-07-05	Code
4	IT-PCQA	0.54	No	No-Reference Point Cloud Quality Assessment via ...	2021-12-06	Code
5	ResSCNN	0.4352	No	Point Cloud Quality Assessment: Dataset Construc...	2020-12-22	Code

#1COPP-NetSOTA
0.9251
SROCC· 2023-05-13
No-Reference Point Cloud Quality Assessment via Weighted Patch Quality Prediction Code
#2MM-PCQASOTA
0.83
SROCC· 2022-09-01
MM-PCQA: Multi-Modal Learning for No-reference Point Cloud Quality Assessment Code
#3NR-3DQASOTA
0.6479
SROCC· 2021-07-05
No-Reference Quality Assessment for 3D Colored Point Cloud and Mesh Models Code
#4IT-PCQA
0.54
SROCC· 2021-12-06
No-Reference Point Cloud Quality Assessment via Domain Adaptation Code
#5ResSCNNSOTA
0.4352
SROCC· 2020-12-22
Point Cloud Quality Assessment: Dataset Construction and Learning-based No-Reference Metric Code