| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| WeatherBench | M2IR | PSNR29.52 | 33 | 2mo ago | |
| CSD | PaAgent | PSNR37.95 | 22 | 20d ago | |
| Realistic | FID33.92 | 17 | 3mo ago | ||
| Generalization Desnowing (test) | RDBM | MetaIQA Score0.396 | 14 | 1mo ago | |
| Image Restoration Desnowing | OPIR | PSNR34.14 | 13 | 3mo ago | |
| Snow100k | OneRestore | PSNR30.24 | 12 | 3mo ago | |
| City Snow | ABAIR (OH) | PSNR24.19 | 10 | 3mo ago | |
| SRRS | UnSCAR | PSNR31.39 | 8 | 2mo ago | |
| Real 3000 | QualiTeacher | CNNIQA67.5 | 7 | 2mo ago | |
| Simulated following DiffUIR | BDG | PSNR32.86 | 7 | 3mo ago | |
| Desnow dataset | PromptFix | LPIPS0.103 | 7 | 3mo ago | |
| General Image Restoration Setting III (test) | PVRF | PSNR28.9248 | 6 | 19d ago | |
| CDD-11 (unseen) | PVRF | MUSIQ Score70.7852 | 6 | 19d ago | |
| Desnowing (test) | DA-CLIP | NIQE2.72 | 6 | 3mo ago | |
| AIO-IR Desnowing | FAPE-IR | PSNR30.29 | 5 | 2mo ago | |
| Images 200 sampled (test) | PromptFix | LPIPS0.115 | 5 | 3mo ago | |
| CSD 54 (unseen) | M²IR | PSNR20.83 | 4 | 2mo ago | |
| Snow100k-R (test) | OneRestore | NIQE3 | 4 | 3mo ago |
