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ResearchFormerly WizWand

Video Super-Resolution on UDM10 BD degradation (test)

40.77PSNRCFD-BasicVSR++
27.97831.29934.6237.941Apr 27, 2021Oct 23, 2021Apr 20, 2022Oct 16, 2022Apr 13, 2023Oct 9, 2023Apr 6, 2024
Updated 8mo ago

Evaluation results

MethodLinks
CFD-BasicVSR++Params (M)=7.5, Runtime (ms)=872024.0440.7797.26
BasicVSR++Params (M)=7.3, Runtime (ms)=772021.0440.7297.22
BasicVSR++Params (M)=7.3, Runtime (ms)=772024.0440.7297.22
CFD-BasicVSRParams (M)=6.6, Runtime (ms)=722024.0440.2196.95
ETDMParams (M)=8.4, Runtime (ms)=702024.0440.1197.07
IconVSRParams (M)=8.7, Runtime (ms)=702021.0440.0396.94
IconVSRParams (M)=8.7, Runtime (ms)=702024.0440.0396.94
BasicVSRParams (M)=6.3, Runtime (ms)=632021.0439.9696.94
BasicVSRParams (M)=6.3, Runtime (ms)=632024.0439.9696.94
EDVRParams (M)=20.6, Runtime (ms)=3782021.0439.8996.86
EDVRParams (M)=20.6, Runtime (ms)=3782024.0439.8996.86
EDVR-MParams (M)=3.3, Runtime (ms)=1182021.0439.496.63
RSDNParams (M)=6.2, Runtime (ms)=942021.0439.3596.53
SSL-biParams (M)=1, FLOPs (G)=92.12022.0639.3596.65
RRNParams (M)=3.4, Runtime (ms)=452021.0438.9696.44
PFNLParams (M)=3, Runtime (ms)=2952021.0438.7496.27
PFNLParams (M)=3.0, Runtime (ms)=2952024.0438.7496.27
RBPNParams (M)=12.2, Runtime (ms)=15072021.0438.6695.96
RBPNParams (M)=12.2, Runtime (ms)=15072024.0438.6695.96
DUFParams (M)=5.8, Runtime (ms)=9742021.0438.4896.05
RLSPParams (M)=4.2, Runtime (ms)=492021.0438.4896.06
DUFParams (M)=5.8, FLOPs (G)=1645.82022.0638.4896.05
DUFParams (M)=5.8, Runtime (ms)=9742024.0438.4896.05
FRVSRParams (M)=5.1, Runtime (ms)=1372021.0437.0995.22
FRVSRParams (M)=5.1, Runtime (ms)=1372024.0437.0995.22
TOFlow2021.0436.2694.38
TOFlowParams (M)=1.4, FLOPs (G)=274.92022.0636.2694.38
TOFlow2024.0436.2694.38
Bicubic2021.0428.4782.53
Bicubic2022.0628.4782.53
Bicubic2024.0428.4782.53