Table 1.
Test set performance of U-Net baseline with different input and output patch sizes.
3D U-Net Patch Size (input→output) | L1 error (1e-3) | PSNR | NMSE |
---|---|---|---|
32→32 | 1.490±0.184 | 42.25±1.01 | 0.302±0.056 |
48→32 | 1.403±0.204 | 43.07±1.22 | 0.252±0.063 |
64→32 | 1.316±0.230 | 43.39±1.37 | 0.237±0.072 |
96→32 | 1.319±0.216 | 43.38±1.32 | 0.237±0.068 |
48→48 | 1.424±0.195 | 42.58±1.13 | 0.281±0.061 |
64→48 | 1.309±0.210 | 43.53±1.31 | 0.229±0.065 |
96→48 | 1.310±0.212 | 43.37±1.28 | 0.237±0.067 |
128→48 | 1.311±0.215 | 43.40±1.31 | 0.236±0.068 |
64→64 | 1.389±0.211 | 42.87±1.21 | 0.264±0.063 |
96→64 | 1.316±0.207 | 43.46±1.28 | 0.233±0.066 |
128→64 | 1.322±0.211 | 43.32±1.27 | 0.240±0.067 |