Single Image Desnowing on SRRS 2000 (test)
34.99PSNRSnowFormer
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SnowFormerType=Ours, #Param=8.38M, #GFLOPS=19.44G2022.08 | 34.99 | 98 | |
| RestormerType=Universal Image Restoration, Venue=CVPR'2022(Oral), #Param=26.10M, #GFLOPS=140.99G2022.08 | 32.24 | 96 | |
| NAFNetType=Universal Image Restoration, Venue=ECCV'2022, #Param=22.40M, #GFLOPS=12.12G2022.08 | 32.13 | 97 | |
| DGUNetType=Universal Image Restoration, Venue=CVPR 2022, #Param=12.18M, #GFLOPS=199.74G2022.08 | 31.28 | 96 | |
| TKLType=Adverse Weather, Venue=CVPR 2022, #Param=31.35M, #GFLOPS=41.58G2022.08 | 30.82 | 96 | |
| MPRNetType=Universal Image Restoration, Venue=CVPR'2021, #Param=3.64M, #GFLOPS=148.55G2022.08 | 30.37 | 96 | |
| UformerType=Universal Image Restoration, Venue=CVPR 2022, #Param=9.03M, #GFLOPS=19.82G2022.08 | 30.12 | 96 | |
| SMGARNType=Desnowing Task, Venue=TCSVT 2022, #Param=6.86M, #GFLOPS=450.30G2022.08 | 29.14 | 94 | |
| TransWeatherType=Adverse Weather, Venue=CVPR 2022, #Param=21.90M, #GFLOPS=5.64G2022.08 | 28.29 | 92 | |
| HDCW-NetType=Desnowing Task, Venue=ICCV'2021, #Param=6.99M, #GFLOPS=9.78G2022.08 | 27.78 | 92 | |
| DDMSNetType=Desnowing Task, Venue=TIP'2021, #Param=229.45M2022.08 | 27.03 | 91 | |
| JSTASRType=Desnowing Task, Venue=ECCV'2020, #Param=65M2022.08 | 25.82 | 89 | |
| All in OneType=Adverse Weather, Venue=CVPR 2022, #Param=44M, #GFLOPS=12.26G2022.08 | 24.98 | 88 | |
| DesnowNetType=Desnowing Task, Venue=TIP'2018, #Param=15.6M, #GFLOPS=1.78G2022.08 | 20.38 | 84 | |
| CycleGANType=Desnowing Task, Venue=CVPR 2018, #Param=7.84M, #GFLOPS=42.38G2022.08 | 20.21 | 74 |