Video Deblurring on Su et al. 2017
32.31PSNR (dB)Ours w/ CA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Ours w/ CAcosine annealing=true, Parameters (M)=10.5 (5.1 + 5.4), Computations (BMACs)=936 (617 + 319), PVDNet parameters=5.1M, BIMNet parameters=5.4M2021.08 | 32.31 | 92.6 | |
| OursParameters (M)=10.5 (5.1 + 5.4), Computations (BMACs)=936 (617 + 319), PVDNet parameters=5.1M, BIMNet parameters=5.4M2021.08 | 31.95 | 92 | |
| EDVRParameters (M)=23.6, Computations (BMACs)=27392021.08 | 31.82 | 91.6 | |
| IFI-RNN-LParameters (M)=12.2, Computations (BMACs)=14252021.08 | 31.67 | 91.6 | |
| Ours-smallParameters (M)=6.1 (0.7 + 5.4), Computations (BMACs)=424 (105 + 319), PVDNet parameters=0.7M, BIMNet parameters=5.4M2021.08 | 31.25 | 90.8 | |
| IFI-RNNParameters (M)=1.6, Computations (BMACs)=2002021.08 | 31.04 | 90.3 | |
| Tao et al.Parameters (M)=3.8, Computations (BMACs)=11752021.08 | 30.53 | 89.4 | |
| DVD-MCParameters (M)=15.3, Computations (BMACs)=5572021.08 | 30.47 | 89.8 | |
| DVD-noMCParameters (M)=15.3, Computations (BMACs)=5572021.08 | 30.29 | 88.8 | |
| OVDParameters (M)=0.9, Computations (BMACs)=2062021.08 | 30.08 | 87.3 | |
| Nah et al.Parameters (M)=75.7, Computations (BMACs)=23642021.08 | 29.85 | 88 |