Single Image Desnowing on CSD 2000 (test)
41.35PSNRSnowFormer
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SnowFormerType=Ours, #Param=8.38M, #GFLOPS=19.44G2022.08 | 41.35 | 0.99 | |
| SnowFormerType=Ours, #Param=8.38M, #GFLOPS=19.44G2022.08 | 39.45 | 0.98 | |
| NAFNetType=Universal Image Restoration, Venue=ECCV'2022, #Param=22.40M, #GFLOPS=12.12G2022.08 | 38.29 | 0.98 | |
| RestormerType=Universal Image Restoration, Venue=CVPR'2022(Oral), #Param=26.10M, #GFLOPS=140.99G2022.08 | 38.21 | 0.98 | |
| DGUNetType=Universal Image Restoration, Venue=CVPR 2022, #Param=12.18M, #GFLOPS=199.74G2022.08 | 37.69 | 0.98 | |
| MPRNetType=Universal Image Restoration, Venue=CVPR'2021, #Param=3.64M, #GFLOPS=148.55G2022.08 | 37.23 | 0.98 | |
| UformerType=Universal Image Restoration, Venue=CVPR 2022, #Param=9.03M, #GFLOPS=19.82G2022.08 | 36.68 | 0.97 | |
| TKLType=Adverse Weather, Venue=CVPR 2022, #Param=31.35M, #GFLOPS=41.58G2022.08 | 35.67 | 0.97 | |
| RestormerType=Universal Image Restoration, Venue=CVPR'2022(Oral), #Param=26.10M, #GFLOPS=140.99G2022.08 | 35.43 | 0.97 | |
| DDMSNetType=Desnowing Task, Venue=TIP'2021, #Param=229.45M2022.08 | 35.29 | 0.97 | |
| NAFNetType=Universal Image Restoration, Venue=ECCV'2022, #Param=22.40M, #GFLOPS=12.12G2022.08 | 35.13 | 0.97 | |
| DGUNetType=Universal Image Restoration, Venue=CVPR 2022, #Param=12.18M, #GFLOPS=199.74G2022.08 | 34.74 | 0.97 | |
| SMGARNType=Desnowing Task, Venue=TCSVT 2022, #Param=6.86M, #GFLOPS=450.30G2022.08 | 34.58 | 0.96 | |
| MPRNetType=Universal Image Restoration, Venue=CVPR'2021, #Param=3.64M, #GFLOPS=148.55G2022.08 | 33.98 | 0.97 | |
| TKLType=Adverse Weather, Venue=CVPR 2022, #Param=31.35M, #GFLOPS=41.58G2022.08 | 33.89 | 0.96 | |
| UformerType=Universal Image Restoration, Venue=CVPR 2022, #Param=9.03M, #GFLOPS=19.82G2022.08 | 33.8 | 0.96 | |
| TransWeatherType=Adverse Weather, Venue=CVPR 2022, #Param=21.90M, #GFLOPS=5.64G2022.08 | 32.34 | 0.95 | |
| HDCW-NetType=Desnowing Task, Venue=ICCV'2021, #Param=6.99M, #GFLOPS=9.78G2022.08 | 32.21 | 0.95 | |
| SMGARNType=Desnowing Task, Venue=TCSVT 2022, #Param=6.86M, #GFLOPS=450.30G2022.08 | 31.93 | 0.95 | |
| TransWeatherType=Adverse Weather, Venue=CVPR 2022, #Param=21.90M, #GFLOPS=5.64G2022.08 | 31.76 | 0.93 | |
| HDCW-NetType=Desnowing Task, Venue=ICCV'2021, #Param=6.99M, #GFLOPS=9.78G2022.08 | 29.06 | 0.91 | |
| DDMSNetType=Desnowing Task, Venue=TIP'2021, #Param=229.45M2022.08 | 28.79 | 0.9 | |
| JSTASRType=Desnowing Task, Venue=ECCV'2020, #Param=65M2022.08 | 27.96 | 0.88 | |
| All in OneType=Adverse Weather, Venue=CVPR 2022, #Param=44M, #GFLOPS=12.26G2022.08 | 26.31 | 0.87 | |
| CycleGANType=Desnowing Task, Venue=CVPR 2018, #Param=7.84M, #GFLOPS=42.38G2022.08 | 20.98 | 0.8 | |
| DesnowNetType=Desnowing Task, Venue=TIP'2018, #Param=15.6M, #GFLOPS=1.78G2022.08 | 20.13 | 0.81 |