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ResearchFormerly WizWand

Video Super-Resolution on Vimeo-90K Medium (test)

37.95PSNR (dB)GOVSR-8+4-80
29.619631.782333.94536.1077Mar 29, 2021May 18, 2021Jul 8, 2021Aug 28, 2021Oct 18, 2021Dec 8, 2021Jan 28, 2022
Updated 8mo ago

Evaluation results

MethodLinks
GOVSR-8+4-80Upscaling factor=42021.0337.950.9548
LOVSR-8+4-80Upscaling factor=42021.0337.840.9538
RBPNUpscaling factor=42021.0337.280.947
RSDN9-128Upscaling factor=42021.0337.030.9466
RLSP7-256Upscaling factor=42021.0336.970.9463
FFCVSRUpscaling factor=42021.0336.510.9416
VRTPipeline=VSR then VFI2022.0136.010.9434
RSTT2022.0135.660.9381
TMNetVFI+(V)SR / STVSR=End-to-end STVSR (Temporal Modulation Network), Parameters (million)=12.262021.0435.60.938
TMNet2022.0135.60.938
Zooming Slow-MoVFI+(V)SR / STVSR=End-to-end STVSR, Parameters (million)=11.12021.0435.410.9361
ZSM2022.0135.410.9361
VRTPipeline=VFI then VSR2022.0135.280.9343
STARnetVFI+(V)SR / STVSR=End-to-end STVSR, Parameters (million)=111.612021.0434.860.9356
STARnet2022.0134.860.9356
DAIN + EDVRVFI+(V)SR / STVSR=VFI + EDVR, Parameters (million)=24.0+20.72021.0434.660.9281
DAIN + EDVRVFI=DAIN, VSR=EDVR2022.0134.660.9281
DAIN + RBPNVFI+(V)SR / STVSR=VFI + RBPN, Parameters (million)=24.0+12.72021.0434.450.9262
DAIN + RBPNVFI=DAIN, VSR=RBPN2022.0134.450.9262
SepConv + EDVRVFI+(V)SR / STVSR=VFI + EDVR, Parameters (million)=21.7+20.72021.0434.220.924
SepConv + EDVRVFI=SepConv, VSR=EDVR2022.0134.220.924
SepConv + RBPNVFI+(V)SR / STVSR=VFI + RBPN, Parameters (million)=21.7+12.72021.0434.090.9229
SepConv + RBPNVFI=SepConv, VSR=RBPN2022.0134.090.9229
SuperSloMo + EDVRVFI+(V)SR / STVSR=VFI + EDVR, Parameters (million)=19.8+20.72021.0433.850.8967
SuperSloMo + EDVRVFI=SuperSloMo, VSR=EDVR2022.0133.850.8967
DAIN + RCANVFI+(V)SR / STVSR=VFI + RCAN, Parameters (million)=24.0+16.02021.0433.820.9146
DAIN + RCANVFI=DAIN, VSR=RCAN2022.0133.820.9146
SepConv + RCANVFI+(V)SR / STVSR=VFI + RCAN, Parameters (million)=21.7+16.02021.0433.590.9125
SepConv + RCANVFI=SepConv, VSR=RCAN2022.0133.590.9125
SuperSloMo + RBPNVFI+(V)SR / STVSR=VFI + RBPN, Parameters (million)=19.8+12.72021.0432.790.893
SuperSloMo + RBPNVFI=SuperSloMo, VSR=RBPN2022.0132.790.893
SuperSloMo + RCANVFI+(V)SR / STVSR=VFI + RCAN, Parameters (million)=19.8+16.02021.0432.50.8884
SuperSloMo + RCANVFI=SuperSloMo, VSR=RCAN2022.0132.50.8884
DAIN + BicubicVFI+(V)SR / STVSR=VFI + Bicubic SR, Parameters (million)=24.02021.0430.670.8636
DAIN + BicubicVFI=DAIN, VSR=Bicubic2022.0130.670.8636
SepConv + BicubicVFI+(V)SR / STVSR=VFI + Bicubic SR, Parameters (million)=21.72021.0430.610.8633
SepConv + BicubicVFI=SepConv, VSR=Bicubic2022.0130.610.8633
SuperSloMo + BicubicVFI+(V)SR / STVSR=VFI + Bicubic SR, Parameters (million)=19.82021.0429.940.8477
SuperSloMo + BicubicVFI=SuperSloMo, VSR=Bicubic2022.0129.940.8477