Video Super-Resolution on Vimeo-90K Fast (test)
40.32PSNR (dB)GOVSR-8+4-80
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GOVSR-8+4-80Upscaling factor=42021.03 | 40.32 | 96.24 | |
| LOVSR-8+4-80Upscaling factor=42021.03 | 40.23 | 96.15 | |
| RBPNUpscaling factor=42021.03 | 40.03 | 96 | |
| RSDN9-128Upscaling factor=42021.03 | 39.41 | 95.55 | |
| RLSP7-256Upscaling factor=42021.03 | 39.2 | 95.35 | |
| FFCVSRUpscaling factor=42021.03 | 38.68 | 94.81 | |
| TMNetVFI+(V)SR / STVSR=End-to-end STVSR (Temporal Modulation Network), Parameters (million)=12.262021.04 | 37.04 | 94.35 | |
| TMNet2022.01 | 37.04 | 94.35 | |
| VRTPipeline=VSR then VFI2022.01 | 36.98 | 94.39 | |
| Zooming Slow-MoVFI+(V)SR / STVSR=End-to-end STVSR, Parameters (million)=11.12021.04 | 36.81 | 94.15 | |
| ZSM2022.01 | 36.81 | 94.15 | |
| RSTT2022.01 | 36.8 | 94.03 | |
| VRTPipeline=VFI then VSR2022.01 | 36.56 | 93.72 | |
| STARnetVFI+(V)SR / STVSR=End-to-end STVSR, Parameters (million)=111.612021.04 | 36.19 | 93.68 | |
| STARnet2022.01 | 36.19 | 93.68 | |
| DAIN + EDVRVFI+(V)SR / STVSR=VFI + EDVR, Parameters (million)=24.0+20.72021.04 | 35.81 | 93.23 | |
| DAIN + EDVRVFI=DAIN, VSR=EDVR2022.01 | 35.81 | 93.23 | |
| DAIN + RBPNVFI+(V)SR / STVSR=VFI + RBPN, Parameters (million)=24.0+12.72021.04 | 35.55 | 93 | |
| DAIN + RBPNVFI=DAIN, VSR=RBPN2022.01 | 35.55 | 93 | |
| DAIN + RCANVFI+(V)SR / STVSR=VFI + RCAN, Parameters (million)=24.0+16.02021.04 | 35.27 | 92.42 | |
| DAIN + RCANVFI=DAIN, VSR=RCAN2022.01 | 35.27 | 92.42 | |
| SepConv + EDVRVFI+(V)SR / STVSR=VFI + EDVR, Parameters (million)=21.7+20.72021.04 | 35.23 | 92.52 | |
| SepConv + EDVRVFI=SepConv, VSR=EDVR2022.01 | 35.23 | 92.52 | |
| SepConv + RBPNVFI+(V)SR / STVSR=VFI + RBPN, Parameters (million)=21.7+12.72021.04 | 35.07 | 92.38 | |
| SepConv + RBPNVFI=SepConv, VSR=RBPN2022.01 | 35.07 | 92.38 | |
| SuperSloMo + EDVRVFI+(V)SR / STVSR=VFI + EDVR, Parameters (million)=19.8+20.72021.04 | 35.05 | 91.36 | |
| SuperSloMo + EDVRVFI=SuperSloMo, VSR=EDVR2022.01 | 35.05 | 91.36 | |
| SepConv + RCANVFI+(V)SR / STVSR=VFI + RCAN, Parameters (million)=21.7+16.02021.04 | 34.97 | 91.95 | |
| SepConv + RCANVFI=SepConv, VSR=RCAN2022.01 | 34.97 | 91.95 | |
| SuperSloMo + RBPNVFI+(V)SR / STVSR=VFI + RBPN, Parameters (million)=19.8+12.72021.04 | 34.73 | 91.08 | |
| SuperSloMo + RBPNVFI=SuperSloMo, VSR=RBPN2022.01 | 34.73 | 91.08 | |
| SuperSloMo + RCANVFI+(V)SR / STVSR=VFI + RCAN, Parameters (million)=19.8+16.02021.04 | 34.52 | 90.76 | |
| SuperSloMo + RCANVFI=SuperSloMo, VSR=RCAN2022.01 | 34.52 | 90.76 | |
| DAIN + BicubicVFI+(V)SR / STVSR=VFI + Bicubic SR, Parameters (million)=24.02021.04 | 32.41 | 89.1 | |
| DAIN + BicubicVFI=DAIN, VSR=Bicubic2022.01 | 32.41 | 89.1 | |
| SepConv + BicubicVFI+(V)SR / STVSR=VFI + Bicubic SR, Parameters (million)=21.72021.04 | 32.27 | 88.9 | |
| SepConv + BicubicVFI=SepConv, VSR=Bicubic2022.01 | 32.27 | 88.9 | |
| SuperSloMo + BicubicVFI+(V)SR / STVSR=VFI + Bicubic SR, Parameters (million)=19.82021.04 | 31.88 | 87.93 | |
| SuperSloMo + BicubicVFI=SuperSloMo, VSR=Bicubic2022.01 | 31.88 | 87.93 |