Video Super-Resolution on Vimeo-90K Slow (test)
34.6PSNR (dB)GOVSR-8+4-80
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GOVSR-8+4-80Upscaling factor=42021.03 | 34.6 | 92.7 | |
| LOVSR-8+4-80Upscaling factor=42021.03 | 34.51 | 92.56 | |
| RBPNUpscaling factor=42021.03 | 34.18 | 92 | |
| VRTPipeline=VSR then VFI2022.01 | 34.01 | 92.36 | |
| RSDN9-128Upscaling factor=42021.03 | 33.91 | 91.79 | |
| RLSP7-256Upscaling factor=42021.03 | 33.86 | 91.73 | |
| VRTPipeline=VFI then VSR2022.01 | 33.75 | 92.04 | |
| FFCVSRUpscaling factor=42021.03 | 33.59 | 91.3 | |
| TMNetVFI+(V)SR / STVSR=End-to-end STVSR (Temporal Modulation Network), Parameters (million)=12.262021.04 | 33.51 | 91.59 | |
| TMNet2022.01 | 33.51 | 91.59 | |
| RSTT2022.01 | 33.5 | 91.47 | |
| Zooming Slow-MoVFI+(V)SR / STVSR=End-to-end STVSR, Parameters (million)=11.12021.04 | 33.36 | 91.38 | |
| ZSM2022.01 | 33.36 | 91.38 | |
| DAIN + EDVRVFI+(V)SR / STVSR=VFI + EDVR, Parameters (million)=24.0+20.72021.04 | 33.11 | 91.19 | |
| DAIN + EDVRVFI=DAIN, VSR=EDVR2022.01 | 33.11 | 91.19 | |
| STARnetVFI+(V)SR / STVSR=End-to-end STVSR, Parameters (million)=111.612021.04 | 33.1 | 91.64 | |
| STARnet2022.01 | 33.1 | 91.64 | |
| SepConv + EDVRVFI+(V)SR / STVSR=VFI + EDVR, Parameters (million)=21.7+20.72021.04 | 32.96 | 91.12 | |
| SepConv + EDVRVFI=SepConv, VSR=EDVR2022.01 | 32.96 | 91.12 | |
| DAIN + RBPNVFI+(V)SR / STVSR=VFI + RBPN, Parameters (million)=24.0+12.72021.04 | 32.92 | 90.97 | |
| DAIN + RBPNVFI=DAIN, VSR=RBPN2022.01 | 32.92 | 90.97 | |
| SepConv + RBPNVFI+(V)SR / STVSR=VFI + RBPN, Parameters (million)=21.7+12.72021.04 | 32.77 | 90.9 | |
| SepConv + RBPNVFI=SepConv, VSR=RBPN2022.01 | 32.77 | 90.9 | |
| DAIN + RCANVFI+(V)SR / STVSR=VFI + RCAN, Parameters (million)=24.0+16.02021.04 | 32.26 | 89.74 | |
| DAIN + RCANVFI=DAIN, VSR=RCAN2022.01 | 32.26 | 89.74 | |
| SepConv + RCANVFI+(V)SR / STVSR=VFI + RCAN, Parameters (million)=21.7+16.02021.04 | 32.13 | 89.67 | |
| SepConv + RCANVFI=SepConv, VSR=RCAN2022.01 | 32.13 | 89.67 | |
| SuperSloMo + EDVRVFI+(V)SR / STVSR=VFI + EDVR, Parameters (million)=19.8+20.72021.04 | 30.99 | 86.73 | |
| SuperSloMo + EDVRVFI=SuperSloMo, VSR=EDVR2022.01 | 30.99 | 86.73 | |
| SuperSloMo + RCANVFI+(V)SR / STVSR=VFI + RCAN, Parameters (million)=19.8+16.02021.04 | 30.69 | 86.24 | |
| SuperSloMo + RCANVFI=SuperSloMo, VSR=RCAN2022.01 | 30.69 | 86.24 | |
| SuperSloMo + RBPNVFI+(V)SR / STVSR=VFI + RBPN, Parameters (million)=19.8+12.72021.04 | 30.48 | 85.84 | |
| SuperSloMo + RBPNVFI=SuperSloMo, VSR=RBPN2022.01 | 30.48 | 85.84 | |
| DAIN + BicubicVFI+(V)SR / STVSR=VFI + Bicubic SR, Parameters (million)=24.02021.04 | 29.06 | 82.89 | |
| DAIN + BicubicVFI=DAIN, VSR=Bicubic2022.01 | 29.06 | 82.89 | |
| SepConv + BicubicVFI+(V)SR / STVSR=VFI + Bicubic SR, Parameters (million)=21.72021.04 | 29.04 | 82.9 | |
| SepConv + BicubicVFI=SepConv, VSR=Bicubic2022.01 | 29.04 | 82.9 | |
| SuperSloMo + BicubicVFI+(V)SR / STVSR=VFI + Bicubic SR, Parameters (million)=19.82021.04 | 28.37 | 81.02 | |
| SuperSloMo + BicubicVFI=SuperSloMo, VSR=Bicubic2022.01 | 28.37 | 81.02 |