Image Deblurring on RealBlur (test)
37.61PSNRRevD-L
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| RevD-LSetting=B, Memory (MB)=5,0872024.06 | 37.61 | 0.962 | 41.22 | 0.979 | 33.99 | 0.944 | |
| AdaRevD-LSetting=B2024.06 | 37.58 | 0.962 | 41.19 | 0.979 | 33.96 | 0.944 | |
| RevD-BSetting=B, Memory (MB)=3,3862024.06 | 37.47 | 0.961 | 41.1 | 0.978 | 33.84 | 0.943 | |
| AdaRevD-BSetting=B2024.06 | 37.47 | 0.961 | 41.09 | 0.978 | 33.84 | 0.943 | |
| MRLPFNetSetting=B2024.06 | 37.06 | 0.956 | 40.92 | 0.975 | 33.19 | 0.936 | |
| UFPNetSetting=B, Memory (MB)=8,1642024.06 | 36.98 | 0.954 | 40.61 | 0.974 | 33.35 | 0.934 | |
| FFTformerSetting=B, Memory (MB)=19,8002024.06 | 36.37 | 0.954 | 40.11 | 0.975 | 32.62 | 0.933 | |
| DeepRFT+Setting=B, Memory (MB)=3,5692024.06 | 36.32 | 0.953 | 40.01 | 0.973 | 32.63 | 0.933 | |
| StripformerSetting=B, Memory (MB)=3,4492024.06 | 36.16 | 0.952 | 39.84 | 0.974 | 32.48 | 0.929 | |
| MAXIMSetting=B2024.06 | 36.15 | 0.949 | 39.45 | 0.962 | 32.84 | 0.935 | |
| MPRNetSetting=B, Memory (MB)=6,2942024.06 | 35.54 | 0.947 | 39.31 | 0.972 | 31.76 | 0.922 | |
| SRNSetting=B2024.06 | 35.02 | 0.937 | 38.65 | 0.965 | 31.38 | 0.909 | |
| DeblurGAN-v2Setting=B2024.06 | 33.07 | 0.903 | 36.44 | 0.935 | 29.69 | 0.87 | |
| MSDI-NetReference=ECCV'222022.08 | 32.35 | 0.923 | — | — | — | — | |
| HINetReference=CVPRW'212022.08 | 32.12 | 0.921 | — | — | — | — | |
| MIMO-UNetReference=ICCV'212022.08 | 32.05 | 0.921 | — | — | — | — | |
| MIMO-UNet++2021.08 | 32.05 | 0.921 | — | — | — | — | |
| MIMO-UNet+2021.08 | 31.92 | 0.919 | — | — | — | — | |
| MPRNetReference=CVPR'212022.08 | 31.76 | 0.922 | — | — | — | — | |
| MPRNet2021.08 | 31.76 | 0.922 | — | — | — | — | |
| SRNReference=CVPR'182022.08 | 31.38 | 0.909 | — | — | — | — | |
| SRN2021.08 | 31.38 | 0.909 | — | — | — | — | |
| DeblurGAN-v2Reference=ICCV'192022.08 | 29.69 | 0.87 | — | — | — | — | |
| DeblurGAN-v22021.08 | 29.69 | 0.87 | — | — | — | — |