| Paper | Code | SRCC | PLCC | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| You Only Train Once: A Unified Framework for Both Full-Reference and No-Reference Image Quality Assessment | ✓ Link | 0.964 | 0.970 | UNIQA | 2023-10-14 |
| ARNIQA: Learning Distortion Manifold for Image Quality Assessment | ✓ Link | 0.962 | 0.973 | ARNIQA | 2023-10-20 |
| Re-IQA: Unsupervised Learning for Image Quality Assessment in the Wild | ✓ Link | 0.947 | 0.960 | Re-IQA | 2023-04-02 |
| Blind Image Quality Assessment Using A Deep Bilinear Convolutional Neural Network | ✓ Link | 0.946 | 0.959 | DB-CNN | 2019-07-05 |
| Image Quality Assessment using Contrastive Learning | ✓ Link | 0.942 | 0.955 | CONTRIQUE | 2021-10-25 |
| Blindly Assess Image Quality in the Wild Guided by a Self-Adaptive Hyper Network | ✓ Link | 0.923 | 0.942 | HyperIQA | 2020-06-01 |
| No-Reference Image Quality Assessment via Transformers, Relative Ranking, and Self-Consistency | ✓ Link | 0.922 | 0.942 | TReS | 2021-08-16 |
| No-Reference Image Quality Assessment in the Spatial Domain | ✓ Link | 0.746 | 0.829 | BRISQUE | 2012-08-17 |