Video Super-Resolution on RealMCVSR (test)
34.86PSNRRefVSR (Ours-IR-l1)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RefVSR (Ours-IR-l1)Category=RefVSR, Model Variant=Information-Refill, Loss Function=l1, Params (M)=4.7742022.03 | 34.86 | 95.9 | |
| RefVSR (Ours-l1)Category=RefVSR, Loss Function=l1, Params (M)=4.2772022.03 | 34.74 | 95.8 | |
| RefVSR (Ours-small-l1)Category=RefVSR, Model Variant=small, Loss Function=l1, Params (M)=1.0522022.03 | 33.88 | 95.1 | |
| IconVSR-lchCategory=VSR, Loss Function=lch, Params (M)=7.2552022.03 | 33.8 | 95.1 | |
| BasicVSR-lchCategory=VSR, Loss Function=lch, Params (M)=4.8512022.03 | 33.66 | 95.1 | |
| EDVR-lchCategory=VSR, Loss Function=lch, Params (M)=20.632022.03 | 33.47 | 94.8 | |
| EDVR-M-lchCategory=VSR, Model Size=Medium, Loss Function=lch, Params (M)=3.3172022.03 | 33.26 | 94.6 | |
| DCSR-l1Category=RefSR, Loss Function=l1, Params (M)=5.4192022.03 | 32.43 | 93.3 | |
| RefVSR (Ours-IR)Category=RefVSR, Model Variant=Information-Refill, Loss Function=perceptual (lpre), Params (M)=4.7742022.03 | 31.73 | 91.6 | |
| RefVSR (Ours)Category=RefVSR, Loss Function=perceptual (lpre), Params (M)=4.2772022.03 | 31.68 | 91.4 | |
| RefVSR (Ours-small)Category=RefVSR, Model Variant=small, Loss Function=perceptual (lpre), Params (M)=1.0522022.03 | 31.63 | 91.2 | |
| RCAN-l1Category=SISR, Loss Function=l1, Params (M)=15.892022.03 | 31.07 | 91.5 | |
| TTSR-l1Category=RefSR, Loss Function=l1, Params (M)=6.732022.03 | 30.83 | 91.1 | |
| DCSRCategory=RefSR, Params (M)=5.4192022.03 | 30.63 | 89.5 | |
| TTSRCategory=RefSR, Params (M)=6.732022.03 | 30.31 | 90.5 | |
| SRGANCategory=SISR, Params (M)=0.7342022.03 | 29.38 | 87.7 | |
| BicubicCategory=SISR, Params (M)=n/a2022.03 | 26.65 | 80 |