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ResearchFormerly WizWand

Single Image Desnowing on CSD 2000 (test)

41.35PSNRSnowFormer
19.281225.010630.7436.4694Aug 20, 2022
Updated 8mo ago

Evaluation results

MethodLinks
SnowFormerType=Ours, #Param=8.38M, #GFLOPS=19.44G2022.0841.350.99
SnowFormerType=Ours, #Param=8.38M, #GFLOPS=19.44G2022.0839.450.98
NAFNetType=Universal Image Restoration, Venue=ECCV'2022, #Param=22.40M, #GFLOPS=12.12G2022.0838.290.98
RestormerType=Universal Image Restoration, Venue=CVPR'2022(Oral), #Param=26.10M, #GFLOPS=140.99G2022.0838.210.98
DGUNetType=Universal Image Restoration, Venue=CVPR 2022, #Param=12.18M, #GFLOPS=199.74G2022.0837.690.98
MPRNetType=Universal Image Restoration, Venue=CVPR'2021, #Param=3.64M, #GFLOPS=148.55G2022.0837.230.98
UformerType=Universal Image Restoration, Venue=CVPR 2022, #Param=9.03M, #GFLOPS=19.82G2022.0836.680.97
TKLType=Adverse Weather, Venue=CVPR 2022, #Param=31.35M, #GFLOPS=41.58G2022.0835.670.97
RestormerType=Universal Image Restoration, Venue=CVPR'2022(Oral), #Param=26.10M, #GFLOPS=140.99G2022.0835.430.97
DDMSNetType=Desnowing Task, Venue=TIP'2021, #Param=229.45M2022.0835.290.97
NAFNetType=Universal Image Restoration, Venue=ECCV'2022, #Param=22.40M, #GFLOPS=12.12G2022.0835.130.97
DGUNetType=Universal Image Restoration, Venue=CVPR 2022, #Param=12.18M, #GFLOPS=199.74G2022.0834.740.97
SMGARNType=Desnowing Task, Venue=TCSVT 2022, #Param=6.86M, #GFLOPS=450.30G2022.0834.580.96
MPRNetType=Universal Image Restoration, Venue=CVPR'2021, #Param=3.64M, #GFLOPS=148.55G2022.0833.980.97
TKLType=Adverse Weather, Venue=CVPR 2022, #Param=31.35M, #GFLOPS=41.58G2022.0833.890.96
UformerType=Universal Image Restoration, Venue=CVPR 2022, #Param=9.03M, #GFLOPS=19.82G2022.0833.80.96
TransWeatherType=Adverse Weather, Venue=CVPR 2022, #Param=21.90M, #GFLOPS=5.64G2022.0832.340.95
HDCW-NetType=Desnowing Task, Venue=ICCV'2021, #Param=6.99M, #GFLOPS=9.78G2022.0832.210.95
SMGARNType=Desnowing Task, Venue=TCSVT 2022, #Param=6.86M, #GFLOPS=450.30G2022.0831.930.95
TransWeatherType=Adverse Weather, Venue=CVPR 2022, #Param=21.90M, #GFLOPS=5.64G2022.0831.760.93
HDCW-NetType=Desnowing Task, Venue=ICCV'2021, #Param=6.99M, #GFLOPS=9.78G2022.0829.060.91
DDMSNetType=Desnowing Task, Venue=TIP'2021, #Param=229.45M2022.0828.790.9
JSTASRType=Desnowing Task, Venue=ECCV'2020, #Param=65M2022.0827.960.88
All in OneType=Adverse Weather, Venue=CVPR 2022, #Param=44M, #GFLOPS=12.26G2022.0826.310.87
CycleGANType=Desnowing Task, Venue=CVPR 2018, #Param=7.84M, #GFLOPS=42.38G2022.0820.980.8
DesnowNetType=Desnowing Task, Venue=TIP'2018, #Param=15.6M, #GFLOPS=1.78G2022.0820.130.81