Space-Time Video Super-Resolution on Vid4
26.82PSNRV3-Large
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| V3-Large# Par.=20.6 M2025.09 | 26.82 | 82.1 | |
| V3# Par.=13.7 M2025.09 | 26.76 | 81.8 | |
| TMNetVFI+(V)SR / STVSR=End-to-end STVSR (Temporal Modulation Network), Speed (fps)=14.69, Parameters (million)=12.262021.04 | 26.43 | 80.16 | |
| TMNetParameters (Millions)=12.26, FPS=14.332022.03 | 26.43 | 80.16 | |
| RSTT-LParameters (Millions)=7.67, FPS=14.982022.03 | 26.43 | 79.94 | |
| RSTT-MParameters (Millions)=6.08, FPS=19.072022.03 | 26.37 | 79.78 | |
| Zooming Slow-MoVFI+(V)SR / STVSR=End-to-end STVSR, Speed (fps)=16.5, Parameters (million)=11.102021.04 | 26.31 | 79.76 | |
| Zooming SlowMoParameters (Millions)=11.10, FPS=15.592022.03 | 26.31 | 79.76 | |
| RSTT-SParameters (Millions)=4.49, FPS=26.192022.03 | 26.29 | 79.41 | |
| DAIN + EDVRVFI+(V)SR / STVSR=VFI + EDVR, Speed (fps)=5.2, Parameters (million)=24.0+20.72021.04 | 26.12 | 78.36 | |
| DAIN + EDVRParameters (Millions)=24.0+20.72022.03 | 26.12 | 78.36 | |
| SepConv + RBPNVFI+(V)SR / STVSR=VFI + RBPN, Speed (fps)=2.01, Parameters (million)=21.7+12.72021.04 | 26.08 | 77.51 | |
| SepConv + RBPNParameters (Millions)=21.7+12.72022.03 | 26.08 | 77.51 | |
| STARnetVFI+(V)SR / STVSR=End-to-end STVSR, Speed (fps)=14.08, Parameters (million)=111.612021.04 | 26.06 | 80.46 | |
| STARnetParameters (Millions)=111.61, FPS=3.852022.03 | 26.06 | 80.46 | |
| DAIN + RBPNVFI+(V)SR / STVSR=VFI + RBPN, Speed (fps)=1.88, Parameters (million)=24.0+12.72021.04 | 25.96 | 77.84 | |
| DAIN + RBPNParameters (Millions)=24.0+12.72022.03 | 25.96 | 77.84 | |
| TMNet# Par.=12.3 M2025.09 | 25.96 | 78 | |
| SepConv + EDVRVFI+(V)SR / STVSR=VFI + EDVR, Speed (fps)=6.36, Parameters (million)=21.7+20.72021.04 | 25.93 | 77.92 | |
| SepConv + EDVRParameters (Millions)=21.7+20.72022.03 | 25.93 | 77.92 | |
| BF-STVSR# Par.=13.5 M2025.09 | 25.85 | 77.7 | |
| MoTIF# Par.=12.6 M2025.09 | 25.79 | 77.5 | |
| ZoomingSloMo# Par.=11.1 M2025.09 | 25.72 | 77.2 | |
| VideoINR# Par.=11.3 M2025.09 | 25.61 | 77.1 | |
| DAIN + RCANVFI+(V)SR / STVSR=VFI + RCAN, Speed (fps)=2.23, Parameters (million)=24.0+16.02021.04 | 25.03 | 72.61 | |
| DAIN + RCANParameters (Millions)=24.0+16.02022.03 | 25.03 | 72.61 | |
| SepConv + RCANVFI+(V)SR / STVSR=VFI + RCAN, Speed (fps)=2.42, Parameters (million)=21.7+16.02021.04 | 24.92 | 72.36 | |
| SepConv + RCANParameters (Millions)=21.7+16.02022.03 | 24.92 | 72.36 | |
| SuperSloMo + EDVRVFI+(V)SR / STVSR=VFI + EDVR, Speed (fps)=6.85, Parameters (million)=19.8+20.72021.04 | 24.4 | 67.06 | |
| SuperSloMo + EDVRParameters (Millions)=19.8+20.72022.03 | 24.4 | 67.06 | |
| SuperSloMo + RCANVFI+(V)SR / STVSR=VFI + RCAN, Speed (fps)=2.49, Parameters (million)=19.8+16.02021.04 | 23.8 | 63.97 | |
| SuperSloMo + RCANParameters (Millions)=19.8+16.02022.03 | 23.8 | 63.97 | |
| SuperSloMo + RBPNVFI+(V)SR / STVSR=VFI + RBPN, Speed (fps)=2.06, Parameters (million)=19.8+12.72021.04 | 23.76 | 63.62 | |
| SuperSloMo + RBPNParameters (Millions)=19.8+12.72022.03 | 23.76 | 63.62 | |
| DAIN + BicubicVFI+(V)SR / STVSR=VFI + Bicubic SR, Speed (fps)=-, Parameters (million)=24.02021.04 | 23.55 | 62.68 | |
| DAIN + BicubicParameters (Millions)=24.02022.03 | 23.55 | 62.68 | |
| SepConv + BicubicVFI+(V)SR / STVSR=VFI + Bicubic SR, Speed (fps)=-, Parameters (million)=21.72021.04 | 23.51 | 62.73 | |
| SepConv + BicubicParameters (Millions)=21.72022.03 | 23.51 | 62.73 | |
| DAIN→EDVR# Par.=44.7 M, two-stage=true2025.09 | 23.48 | 65.4 | |
| SuperSloMo + BicubicVFI+(V)SR / STVSR=VFI + Bicubic SR, Speed (fps)=-, Parameters (million)=19.82021.04 | 22.84 | 57.72 | |
| SuperSloMo + BicubicParameters (Millions)=19.82022.03 | 22.84 | 57.72 |