| Paper | Code | CLIP-IQA | PSNR | SSIM | LPIPS | MUSIQ | MANIQA | NIQE | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|---|---|---|---|
| Consistency Trajectory Matching for One-Step Generative Super-Resolution | 0.691 | 24.73 | 0.666 | 0.197 | 60.142 | 0.4859 | 5.66 | CTMSR-1 | 2025-03-26 | |
| Uncertainty-guided Perturbation for Image Super-Resolution Diffusion Model | ✓ Link | 0.6328 | 23.77 | 0.6296 | 0.2456 | 59.227 | 0.4591 | 5.24 | UPSR-5 | 2025-03-24 |
| SinSR: Diffusion-Based Image Super-Resolution in a Single Step | ✓ Link | 0.611 | 24.56 | 0.657 | 0.221 | 53.357 | SinSR-1 | 2023-11-23 | ||
| ResShift: Efficient Diffusion Model for Image Super-resolution by Residual Shifting | ✓ Link | 0.592 | 25.01 | 0.677 | 0.231 | 53.660 | ResShift | 2023-07-23 |