| Paper | Code | SRCC | PLCC | KLCC | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|
| UNIQUE: Unsupervised Image Quality Estimation | ✓ Link | 0.9148 | 0.9238 | 0.7648 | UNIQUE | 2018-10-15 |
| Norm-in-Norm Loss with Faster Convergence and Better Performance for Image Quality Assessment | ✓ Link | 0.9104 | 0.9106 | 0.7589 | LINEARITY | 2020-08-10 |
| MUSIQ: Multi-scale Image Quality Transformer | ✓ Link | 0.9004 | 0.9068 | 0.7433 | MUSIQ | 2021-08-12 |
| Perceptual Quality Assessment of Smartphone Photography | ✓ Link | 0.8822 | 0.8814 | 0.7186 | SPAQ MT-S | 2020-06-01 |
| Perceptual Quality Assessment of Smartphone Photography | ✓ Link | 0.8799 | 0.8855 | 0.7106 | SPAQ BL | 2020-06-01 |
| Perceptual Quality Assessment of Smartphone Photography | ✓ Link | 0.8794 | 0.8824 | 0.7148 | SPAQ MT-A | 2020-06-01 |
| From Patches to Pictures (PaQ-2-PiQ): Mapping the Perceptual Space of Picture Quality | ✓ Link | 0.8705 | 0.8549 | 0.7079 | PaQ-2-PiQ | 2019-12-20 |
| NIMA: Neural Image Assessment | ✓ Link | 0.8494 | 0.8784 | 0.6745 | NIMA | 2017-09-15 |
| KonIQ-10k: Towards an ecologically valid and large-scale IQA database | ✓ Link | 0.8360 | 0.8464 | 0.6608 | KonCept512 | 2018-03-22 |
| []() | 0.5066 | 0.2898 | 0.3755 | MEON |