Image Dehazing on Dehazing (test)
34.29PSNRDehazeFormer
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DehazeFormerYear=2022, Setting=Task-specific, Params (M)=4.63, FLOPS (G)=48.64, Resolution=256x2562024.03 | 34.29 | 98.3 | |
| MAXIMYear=2022, Setting=Task-specific, Params (M)=14.1, FLOPS (G)=216, Resolution=256x2562024.03 | 34.19 | 98.5 | |
| DiffUIR-LSetting=Universal, Params (M)=36.26, FLOPS (G)=9.88, Resolution=256x2562024.03 | 32.94 | 95.6 | |
| DiffUIR-BSetting=Universal, Params (M)=12.41, FLOPS (G)=7.19, Resolution=256x2562024.03 | 32.7 | 95.6 | |
| Prompt-IRYear=2023, Setting=Universal, Params (M)=35.59, FLOPS (G)=15.81, Reimplemented=true, Resolution=256x2562024.03 | 32.02 | 95.2 | |
| DiffUIR-SSetting=Universal, Params (M)=3.27, FLOPS (G)=2.4, Resolution=256x2562024.03 | 31.83 | 95.4 | |
| DA-CLIPYear=2023, Setting=Universal, Params (M)=174.1, FLOPS (G)=118.5, Reimplemented=true, Resolution=256x2562024.03 | 31.39 | 98.3 | |
| RestomerYear=2022, Setting=Task-specific, Params (M)=26.12, FLOPS (G)=141, Resolution=256x2562024.03 | 30.87 | 96.9 | |
| DiffUIR-TSetting=Universal, Params (M)=0.89, FLOPS (G)=1.72, Resolution=256x2562024.03 | 30.83 | 95.3 | |
| RDDMYear=2023, Setting=Task-specific, Params (M)=36.26, FLOPS (G)=9.88, Reimplemented=true, Resolution=256x2562024.03 | 30.78 | 95.3 | |
| AirNetYear=2022, Setting=Universal, Params (M)=8.93, FLOPS (G)=30.13, Reimplemented=true, Resolution=256x2562024.03 | 25.47 | 92.3 | |
| IDRYear=2023, Setting=Universal, Params (M)=15.34, Resolution=256x2562024.03 | 25.24 | 94.3 | |
| MIRNet-v2Year=2022, Setting=Task-specific, Params (M)=5.9, FLOPS (G)=140.92, Resolution=256x2562024.03 | 24.03 | 92.7 | |
| RestomerSetting=Universal, Params (M)=26.12, FLOPS (G)=141, Reimplemented=true, Resolution=256x2562024.03 | 22.79 | 70.6 | |
| SwinIRYear=2021, Setting=Task-specific, Params (M)=0.9, FLOPS (G)=752.13, Resolution=256x2562024.03 | 21.5 | 89.1 | |
| Hidden-ShotModel Configuration=3C4U2026.07 | 15.26 | 76.7 | |
| InstructDiffusion2026.07 | 12.13 | 55.8 | |
| Hidden-ShotModel Configuration=3C7U2026.07 | 11.26 | 62.8 | |
| Prompt Diffusion2026.07 | 8.33 | 15 |