Video Deblurring on GOPRO (test)
34.81PSNRVRT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VRT2022.01 | 34.81 | 0.9724 | |
| RNN-MBP-LocalTLC=true2021.12 | 33.8 | 0.966 | |
| RNN-MBPParams=16.4M, Time=1.12s2021.12 | 33.32 | 0.9627 | |
| RNN-MBPTLC=false2021.12 | 33.32 | 0.963 | |
| FGSTParams (M)=9.70, FLOPS (G)=131.6, Time (ms/f)=247.82022.01 | 32.9 | — | |
| HINetParams=88.7M2021.12 | 32.71 | 0.959 | |
| MPRNetParams=20.1M, Time=2.18s2021.12 | 32.66 | 0.959 | |
| MPRNet2022.01 | 32.66 | 0.959 | |
| STDANet-StackGMACs=60002022.07 | 32.62 | 0.9375 | |
| STDANetGMACs=16772022.07 | 32.29 | 0.9313 | |
| GSTA2022.01 | 32.1 | 0.96 | |
| GSTATLC=false2021.12 | 32.1 | 0.96 | |
| PVDNet2022.01 | 31.98 | 0.928 | |
| PVDNet-LGMACs=17552022.07 | 31.98 | 0.928 | |
| PVDNetTLC=false2021.12 | 31.98 | 0.928 | |
| SPNParams=23.0M, Time=2.50s2021.12 | 31.85 | 0.948 | |
| SAPHN2022.01 | 31.85 | 0.948 | |
| S2SVRParams=8.44 M2022.05 | 31.81 | 0.9231 | |
| CDVD-TSPParams=16.2M2021.12 | 31.67 | 0.9279 | |
| TSPParams (M)=16.19, FLOPS (G)=357.9, Time (ms/f)=579.72022.01 | 31.67 | — | |
| TSPParams=16.19 M2022.05 | 31.67 | 0.9279 | |
| TSP2022.01 | 31.67 | 0.9279 | |
| TSPGMACs=64502022.07 | 31.67 | 0.9279 | |
| TSPTLC=false2021.12 | 31.67 | 0.928 | |
| EDVR2022.01 | 31.54 | 0.926 | |
| EDVRGMACs=27392022.07 | 31.54 | 0.926 | |
| EDVRTLC=false2021.12 | 31.54 | 0.926 | |
| PVDNetGMACs=10042022.07 | 31.52 | 0.921 | |
| UHDVD2022.05 | 31.33 | 0.921 | |
| DMPHNParams=21.7M, Time=7.80s2021.12 | 31.2 | 0.94 | |
| DMPHN2022.01 | 31.2 | 0.94 | |
| ESTRNNParams=5.6M, Time=2.49s2021.12 | 31.07 | 0.9023 | |
| ESTRNN2022.01 | 31.07 | 0.9023 | |
| ESTRNNTLC=false2021.12 | 31.07 | 0.902 | |
| IFI-RNN2022.01 | 31.05 | 0.911 | |
| IFI-RNN-LGMACs=14252022.07 | 31.05 | 0.911 | |
| IFI-RNNTLC=false2021.12 | 31.05 | 0.911 | |
| SFE2022.01 | 31.01 | 0.913 | |
| SFETLC=false2021.12 | 31.01 | 0.913 | |
| SRNGMACs=11752022.07 | 30.61 | 0.908 | |
| Tao et al.2022.05 | 30.29 | 0.9014 | |
| SRN2022.01 | 30.26 | 0.9342 | |
| Nah et al.2022.05 | 29.97 | 0.8947 | |
| DeblurGAN-v2Params=60.9M, Time=0.23s2021.12 | 29.55 | 0.934 | |
| DeepDeblur2022.01 | 29.23 | 0.9162 | |
| STFANParams (M)=5.37, FLOPS (G)=35.4, Time (ms/f)=145.92022.01 | 28.59 | — | |
| STFANParams=5.37 M2022.05 | 28.59 | 0.8608 | |
| STFANGMACs=5042022.07 | 28.59 | 0.8608 | |
| DVD-HCParams=15.3M, Time=1.27s2021.12 | 27.31 | 0.8255 | |
| Su et al.Params (M)=15.30, FLOPS (G)=38.7, Time (ms/f)=133.22022.01 | 27.31 | — | |
| Su et al.Params=15.30 M2022.05 | 27.31 | 0.8255 | |
| EDVRParams=23.6M, Time=1.11s2021.12 | 26.83 | 0.8426 | |
| EDVRParams (M)=23.60, FLOPS (G)=159.2, Time (ms/f)=268.52022.01 | 26.83 | — | |
| EDVRParams=23.6 M2022.05 | 26.83 | 0.8426 | |
| Kim et al.2022.05 | 26.82 | 0.8245 |