Table 2.
Mean absolute motion prediction errors without and with each conversion method (in mm, mean ± standard deviation) with the best results marked in bold.
| No Conversion | Vanilla GAN One-to-one | Vanilla GAN | MSE loss GAN | TAI-GAN | |
|---|---|---|---|---|---|
| All frames | 4.45 ± 0.64* | – | 4.40 ± 0.49* | 4.76 ± 0.48* | 3.48 ± 0.45 |
| EQ-1 | 6.18 ± 1.51* | 5.33 ± 1.34 | 6.03 ± 1.06* | 5.12 ± 0.72* | 5.06 ± 0.78 |
| EQ+1 | 5.12 ± 0.93* | 4.72 ± 0.86 | 4.93 ± 0.80* | 4.81 ± 0.46* | 4.35 ± 0.87 |
P < 0.05 between the current class and TAI-GAN (paired-wise paired two-tailed t-test).