Super-resolution on NAMIC T2w (test)
42.32PSNREDSR + MMHCA+
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| EDSR + MMHCA+Base model=EDSR, Attention Module=MMHCA+2022.04 | 42.32 | 0.9919 | |
| EDSR + MMHCABase model=EDSR, Attention Module=MMHCA2022.04 | 42.15 | 0.9917 | |
| EDSR + MHCABase model=EDSR, Attention Module=MHCA2022.04 | 41.94 | 0.9914 | |
| CNN+ESPC + MMHCABase model=CNN+ESPC, Attention Module=MMHCA2022.04 | 41.58 | 0.9908 | |
| EDSR + MCSAMBase model=EDSR, Attention Module=MCSAM2022.04 | 41.52 | 0.9907 | |
| EDSR + MCBAMBase model=EDSR, Attention Module=MCBAM2022.04 | 41.49 | 0.9906 | |
| CNN+ESPC + MMHCA+Base model=CNN+ESPC, Attention Module=MMHCA+2022.04 | 41.49 | 0.9904 | |
| EDSRBase model=EDSR2022.04 | 41.46 | 0.9906 | |
| EDSR + CSAMBase model=EDSR, Attention Module=CSAM2022.04 | 41.43 | 0.9905 | |
| CNN+ESPC + MHCABase model=CNN+ESPC, Attention Module=MHCA2022.04 | 40.81 | 0.9894 | |
| CNN+ESPC + MCSAMBase model=CNN+ESPC, Attention Module=MCSAM2022.04 | 40.74 | 0.9893 | |
| CNN+ESPCBase model=CNN+ESPC2022.04 | 40.73 | 0.9893 | |
| CNN+ESPC + MCBAMBase model=CNN+ESPC, Attention Module=MCBAM2022.04 | 40.73 | 0.9892 | |
| CNN+ESPC + CBAMBase model=CNN+ESPC, Attention Module=CBAM2022.04 | 40.54 | 0.9889 | |
| CNN+ESPC + CSAMBase model=CNN+ESPC, Attention Module=CSAM2022.04 | 40.46 | 0.9888 | |
| EDSR + CBAMBase model=EDSR, Attention Module=CBAM2022.04 | 38.66 | 0.984 | |
| MCSR2022.04 | 38.32 | 0.945 | |
| Bicubic2022.04 | 37.61 | 0.9794 | |
| GAN-CIRCLE2022.04 | 36.19 | 0.9594 | |
| EDSR + MMHCA+Base model=EDSR, Attention Module=MMHCA+2022.04 | 35.58 | 0.9638 | |
| EDSR + MMHCABase model=EDSR, Attention Module=MMHCA2022.04 | 35.35 | 0.9624 | |
| EDSR + MHCABase model=EDSR, Attention Module=MHCA2022.04 | 34.99 | 0.9601 | |
| CNN+ESPC + MMHCA+Base model=CNN+ESPC, Attention Module=MMHCA+2022.04 | 34.7 | 0.9573 | |
| EDSR + MCSAMBase model=EDSR, Attention Module=MCSAM2022.04 | 34.66 | 0.9571 | |
| EDSR + MCBAMBase model=EDSR, Attention Module=MCBAM2022.04 | 34.65 | 0.9569 | |
| CNN+ESPC + MMHCABase model=CNN+ESPC, Attention Module=MMHCA2022.04 | 34.64 | 0.9573 | |
| EDSR + CSAMBase model=EDSR, Attention Module=CSAM2022.04 | 34.53 | 0.956 | |
| EDSRBase model=EDSR2022.04 | 34.5 | 0.9558 | |
| CNN+ESPC + MCSAMBase model=CNN+ESPC, Attention Module=MCSAM2022.04 | 34.04 | 0.9518 | |
| CNN+ESPC + MHCABase model=CNN+ESPC, Attention Module=MHCA2022.04 | 33.94 | 0.9511 | |
| CNN+ESPCBase model=CNN+ESPC2022.04 | 33.92 | 0.9509 | |
| CNN+ESPC + MCBAMBase model=CNN+ESPC, Attention Module=MCBAM2022.04 | 33.88 | 0.9516 | |
| CNN+ESPC + CSAMBase model=CNN+ESPC, Attention Module=CSAM2022.04 | 33.86 | 0.9503 | |
| CNN+ESPC + CBAMBase model=CNN+ESPC, Attention Module=CBAM2022.04 | 33.6 | 0.9492 | |
| EDSR + CBAMBase model=EDSR, Attention Module=CBAM2022.04 | 32.59 | 0.9328 | |
| Bicubic2022.04 | 31.35 | 0.9091 | |
| MCSR2022.04 | 30.84 | 0.811 |