Motion Deblurring on RealBlur JPEG (test)
33.51PSNRSegDeblur-L
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SegDeblur-LGMACs=62.68, test-time local converter (TLC)=true2024.04 | 33.51 | 0.938 | |
| SegDeblur-LGMACs=62.682024.04 | 32.95 | 0.934 | |
| LoFormer-BParams (M)=27.9, FLOPS (G)=732024.07 | 32.9 | 0.933 | |
| MAXIM-3SGMACs=169.502024.04 | 32.84 | 0.935 | |
| MAXIMParams (M)=22.2, FLOPS (G)=3392024.07 | 32.84 | 0.935 | |
| GRL-BGMACs=1285.282024.04 | 32.82 | 0.932 | |
| FMIMO-UNetGMACs=80.212024.04 | 32.65 | 0.931 | |
| DeepRFT+Params (M)=23.0, FLOPS (G)=1872024.07 | 32.63 | 0.933 | |
| FFTFormerGMACs=131.452024.04 | 32.62 | 0.932 | |
| FFTformerParams (M)=16.6, FLOPS (G)=1322024.07 | 32.62 | 0.933 | |
| SegDeblur-SGMACs=14.442024.04 | 32.53 | 0.927 | |
| NAFNet-64GMACs=63.642024.04 | 32.5 | 0.928 | |
| StripformerGMACs=169.892024.04 | 32.48 | 0.929 | |
| StripformerParams (M)=20.0, FLOPS (G)=1702024.07 | 32.48 | 0.929 | |
| MIMO-UNet+GMACs=154.412024.04 | 31.92 | 0.919 | |
| MPRNetGMACs=777.012024.04 | 31.76 | 0.922 | |
| MPRNetParams (M)=20.1, FLOPS (G)=7772024.07 | 31.76 | 0.922 | |
| SRN2024.07 | 31.38 | 0.909 |