Super-resolution on Coltea-Lung-CT-100W 1.0 (test)
45.68PSNREDSR + MMHCA+
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| EDSR + MMHCA+Backbone=EDSR, Attention Module=MMHCA+, Upscaling Factor=2x2022.04 | 45.68 | 96.49 | |
| EDSR + MMHCABackbone=EDSR, Attention Module=MMHCA, Upscaling Factor=2x2022.04 | 45.58 | 96.47 | |
| EDSR + MHCABackbone=EDSR, Attention Module=MHCA, Upscaling Factor=2x2022.04 | 45.5 | 96.34 | |
| EDSR + MCSAMBackbone=EDSR, Attention Module=MCSAM, Upscaling Factor=2x2022.04 | 45.16 | 96.23 | |
| CNN + ESPC + MMHCA+Backbone=CNN + ESPC, Attention Module=MMHCA+, Upscaling Factor=2x2022.04 | 45.14 | 96.23 | |
| EDSR + CSAMBackbone=EDSR, Attention Module=CSAM, Upscaling Factor=2x2022.04 | 45.12 | 96.22 | |
| EDSR + MCBAMBackbone=EDSR, Attention Module=MCBAM, Upscaling Factor=2x2022.04 | 45.12 | 96.22 | |
| EDSRBackbone=EDSR, Upscaling Factor=2x2022.04 | 45.11 | 96.21 | |
| CNN + ESPC + MMHCABackbone=CNN + ESPC, Attention Module=MMHCA, Upscaling Factor=2x2022.04 | 45.05 | 96.21 | |
| CNN + ESPC + MHCABackbone=CNN + ESPC, Attention Module=MHCA, Upscaling Factor=2x2022.04 | 44.72 | 96.08 | |
| CNN + ESPC + MCSAMBackbone=CNN + ESPC, Attention Module=MCSAM, Upscaling Factor=2x2022.04 | 44.51 | 95.99 | |
| CNN + ESPCBackbone=CNN + ESPC, Upscaling Factor=2x2022.04 | 44.47 | 95.99 | |
| CNN + ESPC + CSAMBackbone=CNN + ESPC, Attention Module=CSAM, Upscaling Factor=2x2022.04 | 44.45 | 95.99 | |
| CNN + ESPC + CBAMBackbone=CNN + ESPC, Attention Module=CBAM, Upscaling Factor=2x2022.04 | 44.44 | 96.01 | |
| CNN + ESPC + MCBAMBackbone=CNN + ESPC, Attention Module=MCBAM, Upscaling Factor=2x2022.04 | 44.43 | 96 | |
| EDSR + CBAMBackbone=EDSR, Attention Module=CBAM, Upscaling Factor=2x2022.04 | 41.14 | 95.38 | |
| EDSR + MHCABackbone=EDSR, Attention Module=MHCA, Upscaling Factor=4x2022.04 | 40.23 | 94.16 | |
| EDSR + MMHCA+Backbone=EDSR, Attention Module=MMHCA+, Upscaling Factor=4x2022.04 | 40.22 | 94.09 | |
| EDSR + MMHCABackbone=EDSR, Attention Module=MMHCA, Upscaling Factor=4x2022.04 | 40.06 | 94.04 | |
| EDSR + MCBAMBackbone=EDSR, Attention Module=MCBAM, Upscaling Factor=4x2022.04 | 39.65 | 93.97 | |
| EDSR + MCSAMBackbone=EDSR, Attention Module=MCSAM, Upscaling Factor=4x2022.04 | 39.62 | 93.97 | |
| EDSR + CSAMBackbone=EDSR, Attention Module=CSAM, Upscaling Factor=4x2022.04 | 39.57 | 93.95 | |
| EDSRBackbone=EDSR, Upscaling Factor=4x2022.04 | 39.52 | 93.94 | |
| CNN + ESPC + MMHCA+Backbone=CNN + ESPC, Attention Module=MMHCA+, Upscaling Factor=4x2022.04 | 39.1 | 93.7 | |
| CNN + ESPC + MMHCABackbone=CNN + ESPC, Attention Module=MMHCA, Upscaling Factor=4x2022.04 | 38.96 | 93.65 | |
| BicubicUpscaling Factor=2x2022.04 | 38.84 | 94.77 | |
| CNN + ESPC + MHCABackbone=CNN + ESPC, Attention Module=MHCA, Upscaling Factor=4x2022.04 | 38.62 | 93.48 | |
| CNN + ESPC + MCSAMBackbone=CNN + ESPC, Attention Module=MCSAM, Upscaling Factor=4x2022.04 | 38.38 | 93.38 | |
| CNN + ESPC + CSAMBackbone=CNN + ESPC, Attention Module=CSAM, Upscaling Factor=4x2022.04 | 38.36 | 93.37 | |
| CNN + ESPCBackbone=CNN + ESPC, Upscaling Factor=4x2022.04 | 38.34 | 93.38 | |
| CNN + ESPC + MCBAMBackbone=CNN + ESPC, Attention Module=MCBAM, Upscaling Factor=4x2022.04 | 38.19 | 93.18 | |
| CNN + ESPC + CBAMBackbone=CNN + ESPC, Attention Module=CBAM, Upscaling Factor=4x2022.04 | 37.23 | 93.08 | |
| EDSR + CBAMBackbone=EDSR, Attention Module=CBAM, Upscaling Factor=4x2022.04 | 32.92 | 90.23 | |
| BicubicUpscaling Factor=4x2022.04 | 31.47 | 87.74 |