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ResearchFormerly WizWand

Single Image Desnowing on Snow 100K 2000 (test)

37.03PSNRSnowFormer
22.563626.319330.07533.8307Aug 20, 2022
Updated 8mo ago

Evaluation results

MethodLinks
SnowFormerType=Ours, #Param=8.38M, #GFLOPS=19.44G2022.0837.0396
RestormerType=Universal Image Restoration, Venue=CVPR'2022(Oral), #Param=26.10M, #GFLOPS=140.99G2022.0834.6795
NAFNetType=Universal Image Restoration, Venue=ECCV'2022, #Param=22.40M, #GFLOPS=12.12G2022.0834.4995
TKLType=Adverse Weather, Venue=CVPR 2022, #Param=31.35M, #GFLOPS=41.58G2022.0834.3795
DGUNetType=Universal Image Restoration, Venue=CVPR 2022, #Param=12.18M, #GFLOPS=199.74G2022.0834.2195
MPRNetType=Universal Image Restoration, Venue=CVPR'2021, #Param=3.64M, #GFLOPS=148.55G2022.0833.8795
UformerType=Universal Image Restoration, Venue=CVPR 2022, #Param=9.03M, #GFLOPS=19.82G2022.0833.8194
SMGARNType=Desnowing Task, Venue=TCSVT 2022, #Param=6.86M, #GFLOPS=450.30G2022.0831.9293
TransWeatherType=Adverse Weather, Venue=CVPR 2022, #Param=21.90M, #GFLOPS=5.64G2022.0831.8293
HDCW-NetType=Desnowing Task, Venue=ICCV'2021, #Param=6.99M, #GFLOPS=9.78G2022.0831.5495
DDMSNetType=Desnowing Task, Venue=TIP'2021, #Param=229.45M2022.0830.7691
DesnowNetType=Desnowing Task, Venue=TIP'2018, #Param=15.6M, #GFLOPS=1.78G2022.0830.594
CycleGANType=Desnowing Task, Venue=CVPR 2018, #Param=7.84M, #GFLOPS=42.38G2022.0826.8189
All in OneType=Adverse Weather, Venue=CVPR 2022, #Param=44M, #GFLOPS=12.26G2022.0826.0788
JSTASRType=Desnowing Task, Venue=ECCV'2020, #Param=65M2022.0823.1286