Motion Deblurring on RealBlur-R raw (test)
40.79PSNRSegDeblur-L
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SegDeblur-LGMACs=62.68, test-time local converter (TLC)=true2024.04 | 40.79 | 97.6 | |
| SegDeblur-LGMACs=62.682024.04 | 40.21 | 97.5 | |
| FFTFormerGMACs=131.452024.04 | 40.2 | 97.3 | |
| GRL-BGMACs=1285.282024.04 | 40.2 | 97.4 | |
| FFTformer2022.11 | 40.11 | 97.53 | |
| FMIMO-UNetGMACs=80.212024.04 | 40.01 | 97.2 | |
| NAFNet-64GMACs=63.642024.04 | 39.89 | 97.3 | |
| DeepRFT+2022.11 | 39.84 | 97.21 | |
| Stripformer2022.11 | 39.84 | 97.37 | |
| StripformerGMACs=169.892024.04 | 39.84 | 97.4 | |
| SegDeblur-SGMACs=14.442024.04 | 39.75 | 97.3 | |
| BANet2022.11 | 39.55 | 97.1 | |
| MAXIM-3SGMACs=169.502024.04 | 39.45 | 96.2 | |
| MPRNetGMACs=777.012024.04 | 39.31 | 97.2 | |
| SRN2022.11 | 38.65 | 96.52 | |
| DeblurGAN-v22022.11 | 36.44 | 93.47 | |
| Restormerzero-shot generalization=true, training_dataset=GoPro2021.11 | 36.19 | 95.7 | |
| MPRNet2021.11 | 35.99 | 95.2 | |
| MT-RNN2021.11 | 35.79 | 95.1 | |
| DMPHN2021.11 | 35.7 | 94.8 | |
| SRN2021.11 | 35.66 | 94.7 | |
| MIMO-UNet+2021.11 | 35.54 | 94.7 | |
| Zhang et al.2021.11 | 35.48 | 94.7 | |
| DeblurGAN-v22021.11 | 35.26 | 94.4 | |
| Xu et al.2021.11 | 34.46 | 93.7 | |
| DeblurGAN2021.11 | 33.79 | 90.3 | |
| DBGAN2021.11 | 33.78 | 90.9 | |
| Nah et al.2021.11 | 32.51 | 84.1 |