Table 1.
Performance comparison between VRN, CAE and MEN. The average of three metrics on all slices are presented.
| one slice missing | two slices missing | partial slice missing | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| MSE | SSIM | PSNR | MSE | SSIM | PSNR | MSE | SSIM | PSNR | ||
| VRN | train | 1.42 | 0.87 | 23.30 | 2.07 | 0.81 | 20.78 | 0.54 | 0.94 | 29.28 |
| test | 1.32 | 0.88 | 23.21 | 1.98 | 0.82 | 20.29 | 0.50 | 0.94 | 28.88 | |
| CAE | train | 2.10 | 0.81 | 21.77 | 3.30 | 0.75 | 19.59 | 0.82 | 0.93 | 27.80 |
| test | 1.82 | 0.83 | 21.39 | 2.87 | 0.79 | 19.28 | 0.73 | 0.92 | 27.96 | |
| MEN | train | 2.71 | 0.82 | 18.80 | 4.71 | 0.75 | 18.09 | 1.02 | 0.93 | 26.97 |
| test | 2.31 | 0.86 | 18.78 | 3.81 | 0.79 | 17.82 | 0.88 | 0.94 | 27.36 | |