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ResearchFormerly WizWand

Super-resolution on Coltea-Lung-CT-100W 1.0 (test)

45.68PSNREDSR + MMHCA+
30.901634.738338.57542.4117Apr 8, 2022
Updated 8mo ago

Evaluation results

MethodLinks
EDSR + MMHCA+Backbone=EDSR, Attention Module=MMHCA+, Upscaling Factor=2x2022.0445.6896.49
EDSR + MMHCABackbone=EDSR, Attention Module=MMHCA, Upscaling Factor=2x2022.0445.5896.47
EDSR + MHCABackbone=EDSR, Attention Module=MHCA, Upscaling Factor=2x2022.0445.596.34
EDSR + MCSAMBackbone=EDSR, Attention Module=MCSAM, Upscaling Factor=2x2022.0445.1696.23
CNN + ESPC + MMHCA+Backbone=CNN + ESPC, Attention Module=MMHCA+, Upscaling Factor=2x2022.0445.1496.23
EDSR + CSAMBackbone=EDSR, Attention Module=CSAM, Upscaling Factor=2x2022.0445.1296.22
EDSR + MCBAMBackbone=EDSR, Attention Module=MCBAM, Upscaling Factor=2x2022.0445.1296.22
EDSRBackbone=EDSR, Upscaling Factor=2x2022.0445.1196.21
CNN + ESPC + MMHCABackbone=CNN + ESPC, Attention Module=MMHCA, Upscaling Factor=2x2022.0445.0596.21
CNN + ESPC + MHCABackbone=CNN + ESPC, Attention Module=MHCA, Upscaling Factor=2x2022.0444.7296.08
CNN + ESPC + MCSAMBackbone=CNN + ESPC, Attention Module=MCSAM, Upscaling Factor=2x2022.0444.5195.99
CNN + ESPCBackbone=CNN + ESPC, Upscaling Factor=2x2022.0444.4795.99
CNN + ESPC + CSAMBackbone=CNN + ESPC, Attention Module=CSAM, Upscaling Factor=2x2022.0444.4595.99
CNN + ESPC + CBAMBackbone=CNN + ESPC, Attention Module=CBAM, Upscaling Factor=2x2022.0444.4496.01
CNN + ESPC + MCBAMBackbone=CNN + ESPC, Attention Module=MCBAM, Upscaling Factor=2x2022.0444.4396
EDSR + CBAMBackbone=EDSR, Attention Module=CBAM, Upscaling Factor=2x2022.0441.1495.38
EDSR + MHCABackbone=EDSR, Attention Module=MHCA, Upscaling Factor=4x2022.0440.2394.16
EDSR + MMHCA+Backbone=EDSR, Attention Module=MMHCA+, Upscaling Factor=4x2022.0440.2294.09
EDSR + MMHCABackbone=EDSR, Attention Module=MMHCA, Upscaling Factor=4x2022.0440.0694.04
EDSR + MCBAMBackbone=EDSR, Attention Module=MCBAM, Upscaling Factor=4x2022.0439.6593.97
EDSR + MCSAMBackbone=EDSR, Attention Module=MCSAM, Upscaling Factor=4x2022.0439.6293.97
EDSR + CSAMBackbone=EDSR, Attention Module=CSAM, Upscaling Factor=4x2022.0439.5793.95
EDSRBackbone=EDSR, Upscaling Factor=4x2022.0439.5293.94
CNN + ESPC + MMHCA+Backbone=CNN + ESPC, Attention Module=MMHCA+, Upscaling Factor=4x2022.0439.193.7
CNN + ESPC + MMHCABackbone=CNN + ESPC, Attention Module=MMHCA, Upscaling Factor=4x2022.0438.9693.65
BicubicUpscaling Factor=2x2022.0438.8494.77
CNN + ESPC + MHCABackbone=CNN + ESPC, Attention Module=MHCA, Upscaling Factor=4x2022.0438.6293.48
CNN + ESPC + MCSAMBackbone=CNN + ESPC, Attention Module=MCSAM, Upscaling Factor=4x2022.0438.3893.38
CNN + ESPC + CSAMBackbone=CNN + ESPC, Attention Module=CSAM, Upscaling Factor=4x2022.0438.3693.37
CNN + ESPCBackbone=CNN + ESPC, Upscaling Factor=4x2022.0438.3493.38
CNN + ESPC + MCBAMBackbone=CNN + ESPC, Attention Module=MCBAM, Upscaling Factor=4x2022.0438.1993.18
CNN + ESPC + CBAMBackbone=CNN + ESPC, Attention Module=CBAM, Upscaling Factor=4x2022.0437.2393.08
EDSR + CBAMBackbone=EDSR, Attention Module=CBAM, Upscaling Factor=4x2022.0432.9290.23
BicubicUpscaling Factor=4x2022.0431.4787.74