Picture quality prediction on PaQ-2-PiQ full-size (test)
0.646SRCCMUSIQ
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MUSIQvariant=multi-scale ensemble2021.08 | 0.646 | 0.739 | |
| MUSIQ-singlevariant=single-scale2021.08 | 0.64 | 0.721 | |
| Feedback ModelSection=4.42019.12 | 0.601 | 0.685 | |
| Ying et al.2021.08 | 0.601 | 0.685 | |
| NIMABackbone=MobileNet-v22019.12 | 0.583 | 0.639 | |
| NIMA2021.08 | 0.583 | 0.639 | |
| RoIPool ModelBackbone=ResNet-18, Section=4.22019.12 | 0.576 | 0.655 | |
| Baseline ModelBackbone=ResNet-18, Section=4.12019.12 | 0.571 | 0.623 | |
| BRISQUE2019.12 | 0.288 | 0.373 | |
| BRISQUE2021.08 | 0.288 | 0.373 | |
| CNNIQA2019.12 | 0.266 | 0.223 | |
| CNNIQA2021.08 | 0.266 | 0.223 | |
| NIQEunsupervised=true2019.12 | 0.211 | 0.288 | |
| NIQE2021.08 | 0.211 | 0.288 |