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ResearchFormerly WizWand

Single Image Desnowing on SnowKITTI 2000 (test)

38.96PSNRSnowFormer
31.274433.269735.26537.2603Aug 20, 2022
Updated 8mo ago

Evaluation results

MethodLinks
SnowFormerType=Ours, #Param=8.38M, #GFLOPS=19.44G2022.0838.960.99
NAFNetType=Universal Image Restoration, Venue=ECCV'2022, #Param=22.40M, #GFLOPS=12.12G2022.0836.560.98
RestormerType=Universal Image Restoration, Venue=CVPR'2022(Oral), #Param=26.10M, #GFLOPS=140.99G2022.0836.420.98
DGUNetType=Universal Image Restoration, Venue=CVPR 2022, #Param=12.18M, #GFLOPS=199.74G2022.0836.010.98
MPRNetType=Universal Image Restoration, Venue=CVPR'2021, #Param=3.64M, #GFLOPS=148.55G2022.0835.710.97
UformerType=Universal Image Restoration, Venue=CVPR 2022, #Param=9.03M, #GFLOPS=19.82G2022.0835.120.97
TKLType=Adverse Weather, Venue=CVPR 2022, #Param=31.35M, #GFLOPS=41.58G2022.0834.170.96
DDMSNetType=Desnowing Task, Venue=TIP'2021, #Param=229.45M2022.0833.480.96
SMGARNType=Desnowing Task, Venue=TCSVT 2022, #Param=6.86M, #GFLOPS=450.30G2022.0832.820.95
HDCW-NetType=Desnowing Task, Venue=ICCV'2021, #Param=6.99M, #GFLOPS=9.78G2022.0831.870.94
TransWeatherType=Adverse Weather, Venue=CVPR 2022, #Param=21.90M, #GFLOPS=5.64G2022.0831.570.94