Single Image Desnowing on SnowKITTI 2000 (test)
38.96PSNRSnowFormer
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SnowFormerType=Ours, #Param=8.38M, #GFLOPS=19.44G2022.08 | 38.96 | 0.99 | |
| NAFNetType=Universal Image Restoration, Venue=ECCV'2022, #Param=22.40M, #GFLOPS=12.12G2022.08 | 36.56 | 0.98 | |
| RestormerType=Universal Image Restoration, Venue=CVPR'2022(Oral), #Param=26.10M, #GFLOPS=140.99G2022.08 | 36.42 | 0.98 | |
| DGUNetType=Universal Image Restoration, Venue=CVPR 2022, #Param=12.18M, #GFLOPS=199.74G2022.08 | 36.01 | 0.98 | |
| MPRNetType=Universal Image Restoration, Venue=CVPR'2021, #Param=3.64M, #GFLOPS=148.55G2022.08 | 35.71 | 0.97 | |
| UformerType=Universal Image Restoration, Venue=CVPR 2022, #Param=9.03M, #GFLOPS=19.82G2022.08 | 35.12 | 0.97 | |
| TKLType=Adverse Weather, Venue=CVPR 2022, #Param=31.35M, #GFLOPS=41.58G2022.08 | 34.17 | 0.96 | |
| DDMSNetType=Desnowing Task, Venue=TIP'2021, #Param=229.45M2022.08 | 33.48 | 0.96 | |
| SMGARNType=Desnowing Task, Venue=TCSVT 2022, #Param=6.86M, #GFLOPS=450.30G2022.08 | 32.82 | 0.95 | |
| HDCW-NetType=Desnowing Task, Venue=ICCV'2021, #Param=6.99M, #GFLOPS=9.78G2022.08 | 31.87 | 0.94 | |
| TransWeatherType=Adverse Weather, Venue=CVPR 2022, #Param=21.90M, #GFLOPS=5.64G2022.08 | 31.57 | 0.94 |