No-Reference Image Quality Assessment on UHD-IQA
Metric: SRCC (higher is better)
Metric: SRCC (higher is better)
| # | Model↕ | SRCC▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | LAR-IQA (KAN head) | 0.836 | No | LAR-IQA: A Lightweight, Accurate, and Robust No-... | 2024-08-30 | Code |
| 2 | QualiCLIP | 0.77 | No | Quality-Aware Image-Text Alignment for Real-Worl... | 2024-03-17 | Code |
| 3 | CLIP-IQA+ | 0.747 | No | Exploring CLIP for Assessing the Look and Feel o... | 2022-07-25 | Code |
| 4 | ARNIQA | 0.739 | No | ARNIQA: Learning Distortion Manifold for Image Q... | 2023-10-20 | Code |
| 5 | CONTRIQUE | 0.732 | No | Image Quality Assessment using Contrastive Learn... | 2021-10-25 | Code |
| 6 | Effnet-2C-MLSP | 0.675 | No | KonX: Cross-Resolution Image Quality Assessment | 2022-12-12 | - |
| 7 | HyperIQA | 0.553 | No | - | - | Code |