Picture quality prediction on PaQ-2-PiQ full-size (val)
0.566SRCCMUSIQ
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MUSIQvariant=multi-scale ensemble2021.08 | 0.566 | 0.661 | |
| MUSIQ-singlevariant=single-scale2021.08 | 0.563 | 0.651 | |
| Feedback ModelSection=4.42019.12 | 0.562 | 0.649 | |
| Ying et al.2021.08 | 0.562 | 0.649 | |
| RoIPool ModelBackbone=ResNet-18, Section=4.22019.12 | 0.541 | 0.618 | |
| Baseline ModelBackbone=ResNet-18, Section=4.12019.12 | 0.525 | 0.599 | |
| NIMABackbone=MobileNet-v22019.12 | 0.521 | 0.609 | |
| NIMA2021.08 | 0.521 | 0.609 | |
| BRISQUE2019.12 | 0.303 | 0.341 | |
| BRISQUE2021.08 | 0.303 | 0.341 | |
| CNNIQA2019.12 | 0.259 | 0.242 | |
| CNNIQA2021.08 | 0.259 | 0.242 | |
| NIQEunsupervised=true2019.12 | 0.094 | 0.131 | |
| NIQE2021.08 | 0.094 | 0.131 |