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ResearchFormerly WizWand

Single Image Super-Resolution on Set5 x4 scale (test)

33.29PSNRTNRD_7x7
21.652424.673727.69530.7163Aug 12, 2015Jun 7, 2016Apr 4, 2017Jan 29, 2018Nov 26, 2018Sep 22, 2019Jul 19, 2020
Updated 8mo ago

Evaluation results

MethodLinks
TNRD_7x7Image=baby2015.0833.291.52
K-SVDImage=baby2015.0833.062.63
RFLImage=baby2015.0833.050.6
ANRImage=baby2015.0833.030.59
SR-CNNImage=baby2015.0832.980.38
TNRD_7x7Image=bird2015.0832.980.59
EBRNParams (K)=11279, MACs (G)=6439.0, Scaling factor=x42020.0732.79—
DRNParams (K)=9825, MACs (G)=1406.3, Scaling factor=x42020.0732.74—
RCANParams (K)=17410, MACs (G)=919.1, Scaling factor=x42020.0732.63—
TNRD_7x7Image=head2015.0832.570.6
MDSRScale=x42018.1032.5—
SRFBNParams (K)=3630, MACs (G)=7466.1, Scaling factor=x42020.0732.47—
USRNetParams (K)=17016, MACs (G)=8545.8, Scaling factor=x42020.0732.42—
SHSRParams (K)=3598, MACs (G)=207.2, Scaling factor=x42020.0732.34—
OISR-RK2Params (K)=5500, MACs (G)=412.2, Scaling factor=x42020.0732.32—
RFLImage=head2015.0832.310.22
ANRImage=head2015.0832.270.16
MSRNParams (K)=6373, MACs (G)=368.6, Scaling factor=x42020.0732.26—
K-SVDImage=head2015.0832.210.66
SR-CNNImage=head2015.0832.190.13
RFLImage=bird2015.0832.140.23
SR-CNNImage=bird2015.0831.980.14
ANRImage=bird2015.0831.820.18
BicubicImage=baby2015.0831.78—
MemNetScale=x42018.1031.74—
K-SVDImage=bird2015.0831.710.7
BicubicImage=head2015.0831.59—
N³NetScale=x4, k=72018.1031.5—
WSD-SRScale=x42018.1031.39—
VDSRScale=x4, Layers=202018.1031.35—
TNRD_7x7Image=average2015.0830.850.77
SelfExScale=x42018.1030.31—
BicubicImage=bird2015.0830.18—
SR-CNNImage=average2015.0830.090.18
RFLImage=average2015.0830.050.29
K-SVDImage=average2015.0829.691.05
ANRImage=average2015.0829.690.26
TNRD_7x7Image=woman2015.0829.170.57
BicubicScale=x42018.1028.43—
BicubicImage=average2015.0828.42—
RFLImage=woman2015.0828.310.23
SR-CNNImage=woman2015.0828.210.13
K-SVDImage=woman2015.0827.890.72
ANRImage=woman2015.0827.80.23
BicubicImage=woman2015.0826.46—
TNRD_7x7Image=butterfly2015.0826.220.56
SR-CNNImage=butterfly2015.0825.070.1
RFLImage=butterfly2015.0824.440.19
K-SVDImage=butterfly2015.0823.570.54
ANRImage=butterfly2015.0823.520.14
BicubicImage=butterfly2015.0822.1—