Image Deblurring on GoPro 22 (test)
31.15PSNROurs (MT-RNN)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Ours (MT-RNN)Model variant=(e), Parm(M)=2.6, Time=0.07s2019.11 | 31.15 | 0.945 | |
| GaoParm(M)=2.8, Time=1.6s2019.11 | 30.92 | 0.942 | |
| Ours-ZModel variant=(o), Base architecture=Zhang [38], Training=MT approach, Parm(M)=5.4, Time=2.08s2019.11 | 30.78 | 0.94 | |
| AljadaanyParm(M)=6.7, Time=1.2s2019.11 | 30.35 | 0.961 | |
| TaoParm(M)=6.4, Time=1.87s2019.11 | 30.26 | 0.934 | |
| ZhangParm(M)=5.4, Time=0.02s2019.11 | 30.21 | 0.934 | |
| NahParm(M)=21, Time=3.09s2019.11 | 29.08 | 0.914 | |
| Ram.2019.11 | 28.94 | 0.922 | |
| KupynReference=[18], Time=0.85s2019.11 | 28.7 | 0.958 | |
| KupynReference=[19], Parm(M)=3.3, Time=0.04s2019.11 | 28.17 | 0.925 | |
| Gong2019.11 | 27.19 | 0.908 | |
| XuTime=13.41s2019.11 | 25.1 | 0.89 | |
| SunTime=20m2019.11 | 24.64 | 0.843 | |
| KimTime=1h2019.11 | 23.64 | 0.824 |