Nighttime Dehazing on NHR (test)
29.54PSNRConvIR + UDP
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| ConvIR + UDPUser-Defined Plug-in=true2026.01 | 29.54 | 0.983 | — | — | |
| ConvIR-Bvariant=Base2026.01 | 29.49 | 0.983 | — | — | |
| PoolNet-Bvariant=Base2026.01 | 28.28 | 0.98 | — | — | |
| FSNet + UDPUser-Defined Plug-in=true2026.01 | 28.09 | 0.98 | — | — | |
| Jin et alspecially designed for nighttime dehazing=true2026.01 | 26.56 | 0.89 | — | — | |
| FSNet2026.01 | 26.3 | 0.976 | — | — | |
| FocalNet2026.01 | 25.35 | 0.969 | — | — | |
| M3KE2026.01 | 25.197 | 0.962 | — | — | |
| CORUN2026.01 | 24.997 | 0.954 | — | — | |
| SGDN2026.01 | 24.756 | 0.941 | — | — | |
| NightEnhance2026.01 | 24.561 | 0.941 | — | — | |
| DEANet2026.01 | 24.157 | 0.941 | — | — | |
| SFSNiD2026.01 | 24.157 | 0.954 | — | — | |
| NightHazeFormer2026.01 | 24.121 | 0.931 | — | — | |
| NightHaze2026.01 | 24.012 | 0.95 | — | — | |
| MITNet2026.01 | 23.786 | 0.941 | — | — | |
| DCMPNet2026.01 | 23.756 | 0.939 | — | — | |
| DehazeFormer2026.01 | 23.583 | 0.943 | — | — | |
| MSBDN2026.01 | 23.504 | 0.939 | — | — | |
| HCD2026.01 | 23.43 | 0.953 | — | — | |
| DeHamer2026.01 | 23.096 | 0.927 | — | — | |
| HyLoG-ViT2021.09 | 22.94 | 0.814 | 0.207 | 18.25 | |
| NightDeFog2026.01 | 22.375 | 0.875 | — | — | |
| Fourmer2026.01 | 21.952 | 0.905 | — | — | |
| FFA2026.01 | 21.616 | 0.912 | — | — | |
| OSFD2026.01 | 21.321 | 0.803 | — | — | |
| OSFDspecially designed for nighttime dehazing=true2026.01 | 21.32 | 0.804 | — | — | |
| C2P2026.01 | 20.874 | 0.898 | — | — | |
| MRP2026.01 | 19.931 | 0.777 | — | — | |
| MRPspecially designed for nighttime dehazing=true2026.01 | 19.93 | 0.777 | — | — | |
| OSFD2021.09 | 19.88 | 0.7 | 0.371 | 33.35 | |
| GridDehazeNet2026.01 | 17.94 | 0.859 | — | — | |
| GSspecially designed for nighttime dehazing=true2026.01 | 17.32 | 0.629 | — | — | |
| MRPFspecially designed for nighttime dehazing=true2026.01 | 16.95 | 0.667 | — | — | |
| MRP2021.09 | 15.067 | 0.694 | 0.387 | 32.79 | |
| NDIMspecially designed for nighttime dehazing=true2026.01 | 14.31 | 0.526 | — | — | |
| LIME2021.09 | 13.93 | 0.767 | 0.47 | 43.36 | |
| LCD2021.09 | 13.31 | 0.608 | 0.439 | 35.02 |