Desnowing on WeatherBench
29.52PSNRM2IR
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| M2IRVenue=Ours2026.03 | 29.52 | 0.874 | — | 0.1505 | — | 62.93 | |
| TPGDiff2026.01 | 28.17 | 0.836 | 50.63 | 0.104 | — | — | |
| DiffUIRVenue=CVPR’242026.03 | 27.87 | 0.844 | — | 0.1619 | — | 68.99 | |
| AdaIRVenue=ICLR’252026.03 | 26.87 | 0.806 | — | 0.179 | — | 73.48 | |
| PromptIRVenue=NeurIPS’232026.03 | 26.35 | 0.804 | — | 0.1951 | — | 84.12 | |
| TransWeatherVenue=CVPR’222026.03 | 24.06 | 0.754 | — | 0.225 | — | 102.99 | |
| HistoformerVenue=ECCV’242026.03 | 23.88 | 0.769 | — | 0.2252 | — | 105.82 | |
| FoundIR-v22026.01 | 23.15 | 0.706 | 60.15 | 0.254 | — | — | |
| FoundIR-v22025.12 | 23.15 | 0.7062 | 60.15 | 0.2538 | 0.4496 | — | |
| DiffUIR2026.01 | 21.68 | 0.78 | 45.22 | 0.24 | — | — | |
| DiffUIR2025.12 | 21.68 | 0.7795 | 45.39 | 0.2399 | 0.3648 | — | |
| DiffUIRData Scale=30K2026.03 | 21.68 | 0.7795 | — | — | — | — | |
| DA-CLIP2026.01 | 21.59 | 0.773 | 45.39 | 0.236 | — | — | |
| DA-CLIP2025.12 | 21.59 | 0.7731 | 45.22 | 0.2357 | 0.3624 | — | |
| DA-CLIPData Scale=53K2026.03 | 21.59 | 0.7731 | — | — | — | — | |
| X-Restormer2026.01 | 21.57 | 0.781 | 46.04 | 0.25 | — | — | |
| FoundIR2026.01 | 21.57 | 0.779 | 45.72 | 0.241 | — | — | |
| X-Restormer2025.12 | 21.57 | 0.7813 | 46.04 | 0.2504 | 0.352 | — | |
| FoundIR2025.12 | 21.57 | 0.7794 | 45.72 | 0.2407 | 0.3554 | — | |
| X-RestormerData Scale=40K2026.03 | 21.57 | 0.7813 | — | — | — | — | |
| FoundIR-GData Scale=1M2026.03 | 21.57 | 0.7794 | — | — | — | — | |
| PromptIR2026.01 | 21.54 | 0.777 | 45.2 | 0.242 | — | — | |
| PromptIR2025.12 | 21.54 | 0.7767 | 45.2 | 0.2421 | 0.3622 | — | |
| PromptIRData Scale=77K2026.03 | 21.54 | 0.7767 | — | — | — | — | |
| TransWeather2026.01 | 20.94 | 0.758 | 44.25 | 0.253 | — | — | |
| TransWeather2025.12 | 20.94 | 0.7579 | 44.25 | 0.2531 | 0.3306 | — | |
| TransWeatherData Scale=19K2026.03 | 20.94 | 0.7579 | — | — | — | — | |
| V-BridgeData Scale=1K2026.03 | 20.88 | 0.7105 | — | — | — | — | |
| AirNetVenue=CVPR’222026.03 | 20.58 | 0.737 | — | 0.2912 | — | 138.57 | |
| AgenticIR2026.01 | 20.35 | 0.73 | 50.87 | 0.283 | — | — | |
| AgenticIR2025.12 | 20.35 | 0.7304 | 50.87 | 0.2831 | 0.3964 | — | |
| AgenticIRData Scale=15K2026.03 | 20.35 | 0.7304 | — | — | — | — | |
| WGWS-NetVenue=CVPR’232026.03 | 19.39 | 0.721 | — | 0.2481 | — | 128.56 |