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ResearchFormerly WizWand

Super-Resolution on General100

0.0682LPIPSSROOS
0.0568160.1336580.21050.287342Nov 24, 2022Mar 26, 2023Jul 27, 2023Nov 26, 2023Mar 28, 2024Jul 28, 2024Nov 28, 2024
Updated 8mo ago

Evaluation results

MethodLinks
SROOSVariant=T, Training dataset=DF2K2022.110.068229.12840.078350.57
AESOPBackbone=SwinIR, Recon. Objective=L_AESOP2024.110.07130.40183.270.0762—
AESOPBackbone=DRCT, Recon. Objective=L_AESOP2024.110.072230.64683.820.0775—
LDLBackbone=DRCT, Recon. Objective=L_pix2024.110.072730.14382.880.0782—
AESOPBackbone=RRDB, Recon. Objective=L_AESOP2024.110.073430.25182.690.0773—
CALGANBackbone=SwinIR, Recon. Objective=L_pix2024.110.074——0.081—
SROOEVariant=TB, Training dataset=DF2K2022.110.075328.7482.970.079550.11
SROOEVariant=TB, Training dataset=DIV2K2022.110.076428.5782.50.081149.9
CALGANBackbone=RRDB, Recon. Objective=L_pix2024.110.07730.18282.50.083—
DiWaScale=x42023.040.0783————
FxSRTraining dataset=DIV2K2022.110.078428.4482.290.083149.82
SPSRScale=x42023.040.0863————
SPSRTraining dataset=DF2K2022.110.086627.6579.950.085742.3
ESRGANScale=x42023.040.0879————
ESRGANTraining dataset=DIV2K2022.110.08827.5379.840.084541.93
RankSRGANTraining dataset=ImageNet+OST2022.110.09627.3178.990.093841.84
SRGANTraining dataset=DF2K2022.110.096127.5479.980.095541.44
SRFlowTraining dataset=DIV2K2022.110.096227.8379.510.102249.59
SFTGANScale=x42023.040.103————
SRGANScale=x42023.040.1055————
SFTGANTraining dataset=DF2K+OST2022.110.108427.0478.610.116640.05
NatSRScale=x42023.040.1117————
SROOEVariant=T=0, Training dataset=DIV2K2022.110.165830.0886.620.131152.79
RRDBTraining dataset=DIV2K2022.110.166530.386.960.132153.94
BicubicScale=x42023.040.3528————