List your company
ResearchFormerly WizWand

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

40.32PSNR (dB)GOVSR-8+4-80
31.542433.821236.138.3788Mar 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=42021.0340.3296.24
LOVSR-8+4-80Upscaling factor=42021.0340.2396.15
RBPNUpscaling factor=42021.0340.0396
RSDN9-128Upscaling factor=42021.0339.4195.55
RLSP7-256Upscaling factor=42021.0339.295.35
FFCVSRUpscaling factor=42021.0338.6894.81
TMNetVFI+(V)SR / STVSR=End-to-end STVSR (Temporal Modulation Network), Parameters (million)=12.262021.0437.0494.35
TMNet2022.0137.0494.35
VRTPipeline=VSR then VFI2022.0136.9894.39
Zooming Slow-MoVFI+(V)SR / STVSR=End-to-end STVSR, Parameters (million)=11.12021.0436.8194.15
ZSM2022.0136.8194.15
RSTT2022.0136.894.03
VRTPipeline=VFI then VSR2022.0136.5693.72
STARnetVFI+(V)SR / STVSR=End-to-end STVSR, Parameters (million)=111.612021.0436.1993.68
STARnet2022.0136.1993.68
DAIN + EDVRVFI+(V)SR / STVSR=VFI + EDVR, Parameters (million)=24.0+20.72021.0435.8193.23
DAIN + EDVRVFI=DAIN, VSR=EDVR2022.0135.8193.23
DAIN + RBPNVFI+(V)SR / STVSR=VFI + RBPN, Parameters (million)=24.0+12.72021.0435.5593
DAIN + RBPNVFI=DAIN, VSR=RBPN2022.0135.5593
DAIN + RCANVFI+(V)SR / STVSR=VFI + RCAN, Parameters (million)=24.0+16.02021.0435.2792.42
DAIN + RCANVFI=DAIN, VSR=RCAN2022.0135.2792.42
SepConv + EDVRVFI+(V)SR / STVSR=VFI + EDVR, Parameters (million)=21.7+20.72021.0435.2392.52
SepConv + EDVRVFI=SepConv, VSR=EDVR2022.0135.2392.52
SepConv + RBPNVFI+(V)SR / STVSR=VFI + RBPN, Parameters (million)=21.7+12.72021.0435.0792.38
SepConv + RBPNVFI=SepConv, VSR=RBPN2022.0135.0792.38
SuperSloMo + EDVRVFI+(V)SR / STVSR=VFI + EDVR, Parameters (million)=19.8+20.72021.0435.0591.36
SuperSloMo + EDVRVFI=SuperSloMo, VSR=EDVR2022.0135.0591.36
SepConv + RCANVFI+(V)SR / STVSR=VFI + RCAN, Parameters (million)=21.7+16.02021.0434.9791.95
SepConv + RCANVFI=SepConv, VSR=RCAN2022.0134.9791.95
SuperSloMo + RBPNVFI+(V)SR / STVSR=VFI + RBPN, Parameters (million)=19.8+12.72021.0434.7391.08
SuperSloMo + RBPNVFI=SuperSloMo, VSR=RBPN2022.0134.7391.08
SuperSloMo + RCANVFI+(V)SR / STVSR=VFI + RCAN, Parameters (million)=19.8+16.02021.0434.5290.76
SuperSloMo + RCANVFI=SuperSloMo, VSR=RCAN2022.0134.5290.76
DAIN + BicubicVFI+(V)SR / STVSR=VFI + Bicubic SR, Parameters (million)=24.02021.0432.4189.1
DAIN + BicubicVFI=DAIN, VSR=Bicubic2022.0132.4189.1
SepConv + BicubicVFI+(V)SR / STVSR=VFI + Bicubic SR, Parameters (million)=21.72021.0432.2788.9
SepConv + BicubicVFI=SepConv, VSR=Bicubic2022.0132.2788.9
SuperSloMo + BicubicVFI+(V)SR / STVSR=VFI + Bicubic SR, Parameters (million)=19.82021.0431.8887.93
SuperSloMo + BicubicVFI=SuperSloMo, VSR=Bicubic2022.0131.8887.93