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ResearchFormerly WizWand

Image Rescaling on Set14 (PSNR, SSIM)

43.12PSNRBAIRNet†
25.315229.937634.5639.1824May 12, 2020Aug 29, 2020Dec 17, 2020Apr 6, 2021Jul 25, 2021Nov 12, 2021Mar 2, 2022
Updated 8mo ago

Evaluation results

MethodLinks
BAIRNet†Scale=x1.52022.0343.120.976
IRNScale=x1.52022.0339.520.9795
Meta-SRScale=x1.52022.0337.520.9601
ArbSRScale=x1.52022.0337.510.9603
LIIFScale=x1.52022.0337.370.9591
CARScale=x1.52022.0337.080.9596
RCANScale=x1.52022.0337.050.9578
BAIRNet†Scale=x2.52022.0336.620.9469
IRNScale=x2.52022.0336.390.9553
CARScale=x2.52022.0333.780.9169
IRNScale=x3.52022.0333.650.9196
BAIRNet†Scale=x3.52022.0332.970.9074
BicubicScale=x1.52022.0332.860.9268
IRNScale=4x, Parameters=4.35M2020.0532.670.9015
ArbSRScale=x2.52022.0331.990.883
Meta-SRScale=x2.52022.0331.90.8814
RCANScale=x2.52022.0331.690.8815
LIIFScale=x2.52022.0331.640.8813
CARScale=x3.52022.0331.380.8643
CAR & EDSRScale=4x, Parameters=52.8M2020.0530.310.8382
IRN+Scale=4x, Parameters=4.35M2020.0529.970.8444
Meta-SRScale=x3.52022.0329.60.814
ArbSRScale=x3.52022.0329.580.8147
RCANScale=x3.52022.0329.240.8141
LIIFScale=x3.52022.0329.20.8131
Bicubic & ESRGANScale=4x, Parameters=16.3M2020.05290.7915
Bicubic & EDSRScale=4x, Parameters=43.1M2020.0528.940.7901
Bicubic & SANScale=4x, Parameters=15.7M2020.0528.920.7888
Bicubic & RCANScale=4x, Parameters=15.6M2020.0528.870.7889
Bicubic & RDNScale=4x, Parameters=22.3M2020.0528.810.7871
TAD & TAUScale=4x2020.0528.63—
BicubicScale=x2.52022.0328.520.8196
Bicubic & SRCNNScale=4x, Parameters=57.3K2020.0527.50.7513
BicubicScale=x3.52022.0326.520.7362
Bicubic & BicubicScale=4x2020.05260.7027