| Paper | Code | SRCC | PLCC | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| LAR-IQA: A Lightweight, Accurate, and Robust No-Reference Image Quality Assessment Model | ✓ Link | 0.836 | 0.786 | LAR-IQA (KAN head) | 2024-08-30 |
| Quality-Aware Image-Text Alignment for Real-World Image Quality Assessment | ✓ Link | 0.770 | 0.725 | QualiCLIP | 2024-03-17 |
| Exploring CLIP for Assessing the Look and Feel of Images | ✓ Link | 0.747 | 0.709 | CLIP-IQA+ | 2022-07-25 |
| ARNIQA: Learning Distortion Manifold for Image Quality Assessment | ✓ Link | 0.739 | 0.694 | ARNIQA | 2023-10-20 |
| Image Quality Assessment using Contrastive Learning | ✓ Link | 0.732 | 0.678 | CONTRIQUE | 2021-10-25 |
| KonX: Cross-Resolution Image Quality Assessment | 0.675 | 0.641 | Effnet-2C-MLSP | 2022-12-12 | |
| Blindly Assess Image Quality in the Wild Guided by a Self-Adaptive Hyper Network | ✓ Link | 0.553 | 0.103 | HyperIQA | 2020-06-01 |