Metric: SRCC (higher is better)
| # | Model↕ | SRCC▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | UNIQA | 0.953 | No | You Only Train Once: A Unified Framework for Bot... | 2023-10-14 | Code |
| 2 | ARNIQA | 0.88 | No | ARNIQA: Learning Distortion Manifold for Image Q... | 2023-10-20 | Code |
| 3 | TReS | 0.863 | No | No-Reference Image Quality Assessment via Transf... | 2021-08-16 | Code |
| 4 | CONTRIQUE | 0.843 | No | Image Quality Assessment using Contrastive Learn... | 2021-10-25 | Code |
| 5 | HyperIQA | 0.84 | No | - | - | Code |
| 6 | DB-CNN | 0.816 | No | Blind Image Quality Assessment Using A Deep Bili... | 2019-07-05 | Code |
| 7 | Re-IQA | 0.804 | No | Re-IQA: Unsupervised Learning for Image Quality ... | 2023-04-02 | Code |
| 8 | BRISQUE | 0.604 | No | - | - | Code |