Video Super-Resolution on Vimeo-90K Medium (test)
37.95PSNR (dB)GOVSR-8+4-80
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GOVSR-8+4-80Upscaling factor=42021.03 | 37.95 | 0.9548 | |
| LOVSR-8+4-80Upscaling factor=42021.03 | 37.84 | 0.9538 | |
| RBPNUpscaling factor=42021.03 | 37.28 | 0.947 | |
| RSDN9-128Upscaling factor=42021.03 | 37.03 | 0.9466 | |
| RLSP7-256Upscaling factor=42021.03 | 36.97 | 0.9463 | |
| FFCVSRUpscaling factor=42021.03 | 36.51 | 0.9416 | |
| VRTPipeline=VSR then VFI2022.01 | 36.01 | 0.9434 | |
| RSTT2022.01 | 35.66 | 0.9381 | |
| TMNetVFI+(V)SR / STVSR=End-to-end STVSR (Temporal Modulation Network), Parameters (million)=12.262021.04 | 35.6 | 0.938 | |
| TMNet2022.01 | 35.6 | 0.938 | |
| Zooming Slow-MoVFI+(V)SR / STVSR=End-to-end STVSR, Parameters (million)=11.12021.04 | 35.41 | 0.9361 | |
| ZSM2022.01 | 35.41 | 0.9361 | |
| VRTPipeline=VFI then VSR2022.01 | 35.28 | 0.9343 | |
| STARnetVFI+(V)SR / STVSR=End-to-end STVSR, Parameters (million)=111.612021.04 | 34.86 | 0.9356 | |
| STARnet2022.01 | 34.86 | 0.9356 | |
| DAIN + EDVRVFI+(V)SR / STVSR=VFI + EDVR, Parameters (million)=24.0+20.72021.04 | 34.66 | 0.9281 | |
| DAIN + EDVRVFI=DAIN, VSR=EDVR2022.01 | 34.66 | 0.9281 | |
| DAIN + RBPNVFI+(V)SR / STVSR=VFI + RBPN, Parameters (million)=24.0+12.72021.04 | 34.45 | 0.9262 | |
| DAIN + RBPNVFI=DAIN, VSR=RBPN2022.01 | 34.45 | 0.9262 | |
| SepConv + EDVRVFI+(V)SR / STVSR=VFI + EDVR, Parameters (million)=21.7+20.72021.04 | 34.22 | 0.924 | |
| SepConv + EDVRVFI=SepConv, VSR=EDVR2022.01 | 34.22 | 0.924 | |
| SepConv + RBPNVFI+(V)SR / STVSR=VFI + RBPN, Parameters (million)=21.7+12.72021.04 | 34.09 | 0.9229 | |
| SepConv + RBPNVFI=SepConv, VSR=RBPN2022.01 | 34.09 | 0.9229 | |
| SuperSloMo + EDVRVFI+(V)SR / STVSR=VFI + EDVR, Parameters (million)=19.8+20.72021.04 | 33.85 | 0.8967 | |
| SuperSloMo + EDVRVFI=SuperSloMo, VSR=EDVR2022.01 | 33.85 | 0.8967 | |
| DAIN + RCANVFI+(V)SR / STVSR=VFI + RCAN, Parameters (million)=24.0+16.02021.04 | 33.82 | 0.9146 | |
| DAIN + RCANVFI=DAIN, VSR=RCAN2022.01 | 33.82 | 0.9146 | |
| SepConv + RCANVFI+(V)SR / STVSR=VFI + RCAN, Parameters (million)=21.7+16.02021.04 | 33.59 | 0.9125 | |
| SepConv + RCANVFI=SepConv, VSR=RCAN2022.01 | 33.59 | 0.9125 | |
| SuperSloMo + RBPNVFI+(V)SR / STVSR=VFI + RBPN, Parameters (million)=19.8+12.72021.04 | 32.79 | 0.893 | |
| SuperSloMo + RBPNVFI=SuperSloMo, VSR=RBPN2022.01 | 32.79 | 0.893 | |
| SuperSloMo + RCANVFI+(V)SR / STVSR=VFI + RCAN, Parameters (million)=19.8+16.02021.04 | 32.5 | 0.8884 | |
| SuperSloMo + RCANVFI=SuperSloMo, VSR=RCAN2022.01 | 32.5 | 0.8884 | |
| DAIN + BicubicVFI+(V)SR / STVSR=VFI + Bicubic SR, Parameters (million)=24.02021.04 | 30.67 | 0.8636 | |
| DAIN + BicubicVFI=DAIN, VSR=Bicubic2022.01 | 30.67 | 0.8636 | |
| SepConv + BicubicVFI+(V)SR / STVSR=VFI + Bicubic SR, Parameters (million)=21.72021.04 | 30.61 | 0.8633 | |
| SepConv + BicubicVFI=SepConv, VSR=Bicubic2022.01 | 30.61 | 0.8633 | |
| SuperSloMo + BicubicVFI+(V)SR / STVSR=VFI + Bicubic SR, Parameters (million)=19.82021.04 | 29.94 | 0.8477 | |
| SuperSloMo + BicubicVFI=SuperSloMo, VSR=Bicubic2022.01 | 29.94 | 0.8477 |