| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| SOTS | InstructIR | PSNR36.84 | 154 | 22d ago | |
| RESIDE | TPGDiff | FID4.69 | 25 | 1mo ago | |
| Image Restoration Dehazing | OPIR | PSNR35.96 | 13 | 1mo ago | |
| RESIDE (HSTS) | DiffUIR | PSNR26.88 | 10 | 1mo ago | |
| Dense-HAZE | FoundIR-v2 | PSNR15.29 | 10 | 1mo ago | |
| InternetHazy (test) | DVD | FADE0.8745 | 10 | 1mo ago | |
| DrivingHazy NoRef (test) | DVD | FADE82.07 | 10 | 1mo ago | |
| GoProHazy (test) | FADE1.9272 | 10 | 1mo ago | ||
| FGRestore | FGResQ | SRCC0.821 | 9 | 18d ago | |
| O-HAZE Real-world | DA-RCOT | PSNR27.78 | 9 | 1mo ago | |
| SOTS Synthetic | DA-RCOT | PSNR31.89 | 9 | 1mo ago | |
| LLaRS-1M | LLaRS | PSNR22.81 | 8 | 10d ago | |
| Simulated following DiffUIR | BDG | PSNR34.33 | 7 | 1mo ago | |
| Dehazy dataset | Diff-Plugin | LPIPS0.033 | 7 | 1mo ago | |
| AIO-IR Dehazing | FAPE-IR | PSNR33.85 | 6 | 1mo ago | |
| RAW smartphone dataset (test) | CAM | PSNR27.71 | 6 | 1mo ago | |
| Real 3000 | QualiTeacher | CNNIQA0.706 | 5 | 1mo ago | |
| 200 sampled images (test) | LPIPS0.038 | 5 | 1mo ago | ||
| RTTS (inference) | QualiTeacher | Score3.62 | 4 | 1mo ago | |
| RTTS | OneRestore | NIQE4.58 | 4 | 1mo ago | |
| Balanced (test) | CWP-Net | PSNR21.34 | 3 | 1mo ago | |
| Ambient6K (test) | DW-NET | PSNR20.969 | 1 | 1mo ago |
