Declouding on RS-Cloud
38.54PSNRDVANet
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| DVANetVenue=Ours2026.06 | 38.54 | 0.99 | — | — | |
| TPGDiff2026.01 | 38.37 | 0.954 | 42.97 | 0.037 | |
| TPGDiffVenue=ICML’262026.06 | 38.37 | 0.954 | — | — | |
| FoundIR-v22026.01 | 22.06 | 0.828 | 44.37 | 0.125 | |
| FoundIR-v2Venue=CVPR’262026.06 | 22.06 | 0.828 | — | — | |
| AutoDIRVenue=ECCV’242026.06 | 18.39 | 0.809 | — | — | |
| AgenticIR2026.01 | 17.8 | 0.799 | 34.9 | 0.257 | |
| AgenticIRVenue=ICLR’252026.06 | 17.8 | 0.799 | — | — | |
| DA-CLIP2026.01 | 16.43 | 0.803 | 35.73 | 0.238 | |
| DA-CLIPVenue=ICLR’242026.06 | 16.43 | 0.803 | — | — | |
| InstructIR2026.01 | 14.46 | 0.865 | 47 | 0.163 | |
| InstructIRVenue=ECCV’242026.06 | 14.46 | 0.865 | — | — | |
| DiffUIR2026.01 | 13.82 | 0.814 | 38.44 | 0.26 | |
| DiffUIRVenue=CVPR’242026.06 | 13.82 | 0.814 | — | — | |
| TransWeatherVenue=CVPR’222026.06 | 12.93 | 0.708 | — | — | |
| FoundIR2026.01 | 11.71 | 0.753 | 35.4 | 0.322 | |
| X-Restormer2026.01 | 11.48 | 0.751 | 35.99 | 0.325 | |
| X-RestormerVenue=ECCV’242026.06 | 11.48 | 0.751 | — | — | |
| PromptIR2026.01 | 11.35 | 0.772 | 41.83 | 0.271 | |
| PromptIRVenue=NeurIPS’232026.06 | 11.35 | 0.772 | — | — |