MRI slice interpolation on UCLA Prostate (test)
30.08PSNR (dB)U-Net
Evaluation results
| Method | Links | ||
|---|---|---|---|
| U-NetMethod Type=Deep Learning Methods, Problem Formulation (k)=12026.05 | 30.08 | 89.78 | |
| CNN (EDSR)Method Type=Deep Learning Methods, Problem Formulation (k)=12026.05 | 29.89 | 89.37 | |
| GAN (Basic)Method Type=Deep Learning Methods, Problem Formulation (k)=12026.05 | 29.83 | 89.34 | |
| GAN (Improved)Method Type=Deep Learning Methods, Problem Formulation (k)=12026.05 | 29.67 | 89.16 | |
| Linear BaselineMethod Type=Traditional Methods, Problem Formulation (k)=12026.05 | 27.31 | 83.83 | |
| Nearest NeighborMethod Type=Traditional Methods, Problem Formulation (k)=12026.05 | 22.25 | 68.55 | |
| DDPMMethod Type=Deep Learning Methods, Problem Formulation (k)=1, T=1002026.05 | 17.89 | 58.51 |