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ResearchFormerly WizWand

Single Image Desnowing on SRRS 2000 (test)

34.99PSNRSnowFormer
19.618823.609427.631.5906Aug 20, 2022
Updated 8mo ago

Evaluation results

MethodLinks
SnowFormerType=Ours, #Param=8.38M, #GFLOPS=19.44G2022.0834.9998
RestormerType=Universal Image Restoration, Venue=CVPR'2022(Oral), #Param=26.10M, #GFLOPS=140.99G2022.0832.2496
NAFNetType=Universal Image Restoration, Venue=ECCV'2022, #Param=22.40M, #GFLOPS=12.12G2022.0832.1397
DGUNetType=Universal Image Restoration, Venue=CVPR 2022, #Param=12.18M, #GFLOPS=199.74G2022.0831.2896
TKLType=Adverse Weather, Venue=CVPR 2022, #Param=31.35M, #GFLOPS=41.58G2022.0830.8296
MPRNetType=Universal Image Restoration, Venue=CVPR'2021, #Param=3.64M, #GFLOPS=148.55G2022.0830.3796
UformerType=Universal Image Restoration, Venue=CVPR 2022, #Param=9.03M, #GFLOPS=19.82G2022.0830.1296
SMGARNType=Desnowing Task, Venue=TCSVT 2022, #Param=6.86M, #GFLOPS=450.30G2022.0829.1494
TransWeatherType=Adverse Weather, Venue=CVPR 2022, #Param=21.90M, #GFLOPS=5.64G2022.0828.2992
HDCW-NetType=Desnowing Task, Venue=ICCV'2021, #Param=6.99M, #GFLOPS=9.78G2022.0827.7892
DDMSNetType=Desnowing Task, Venue=TIP'2021, #Param=229.45M2022.0827.0391
JSTASRType=Desnowing Task, Venue=ECCV'2020, #Param=65M2022.0825.8289
All in OneType=Adverse Weather, Venue=CVPR 2022, #Param=44M, #GFLOPS=12.26G2022.0824.9888
DesnowNetType=Desnowing Task, Venue=TIP'2018, #Param=15.6M, #GFLOPS=1.78G2022.0820.3884
CycleGANType=Desnowing Task, Venue=CVPR 2018, #Param=7.84M, #GFLOPS=42.38G2022.0820.2174