| Paper | Code | CLIP-IQA | MUSIQ | MANIQA | NIQE | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|---|
| SinSR: Diffusion-Based Image Super-Resolution in a Single Step | ✓ Link | 0.7150 | 62.169 | SinSR-1 | 2023-11-23 | ||
| Consistency Trajectory Matching for One-Step Generative Super-Resolution | 0.6893 | 67.173 | 0.4360 | 4.51 | CTMSR-1 | 2025-03-26 | |
| ResShift: Efficient Diffusion Model for Image Super-resolution by Residual Shifting | ✓ Link | 0.6537 | 61.330 | ResShift | 2023-07-23 | ||
| Uncertainty-guided Perturbation for Image Super-Resolution Diffusion Model | ✓ Link | 0.6392 | 63.519 | 0.3931 | 4.23 | UPSR-5 | 2025-03-24 |