| Paper | Code | SRCC | PLCC | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| You Only Train Once: A Unified Framework for Both Full-Reference and No-Reference Image Quality Assessment | ✓ Link | 0.953 | 0.956 | UNIQA | 2023-10-14 |
| ARNIQA: Learning Distortion Manifold for Image Quality Assessment | ✓ Link | 0.880 | 0.901 | ARNIQA | 2023-10-20 |
| No-Reference Image Quality Assessment via Transformers, Relative Ranking, and Self-Consistency | ✓ Link | 0.863 | 0.883 | TReS | 2021-08-16 |
| Image Quality Assessment using Contrastive Learning | ✓ Link | 0.843 | 0.857 | CONTRIQUE | 2021-10-25 |
| Blindly Assess Image Quality in the Wild Guided by a Self-Adaptive Hyper Network | ✓ Link | 0.840 | 0.858 | HyperIQA | 2020-06-01 |
| Blind Image Quality Assessment Using A Deep Bilinear Convolutional Neural Network | ✓ Link | 0.816 | 0.865 | DB-CNN | 2019-07-05 |
| Re-IQA: Unsupervised Learning for Image Quality Assessment in the Wild | ✓ Link | 0.804 | 0.861 | Re-IQA | 2023-04-02 |
| No-Reference Image Quality Assessment in the Spatial Domain | ✓ Link | 0.604 | 0.694 | BRISQUE | 2012-08-17 |