Table 1 Quantitative evaluation results of segmentation performance for real and synthetic data
Domain | Model | DSC | AP50 | PQ |
---|---|---|---|---|
Model–Real | 0.968 ± 3.16 × 10−4 | 0.737 ± 0.014 | 0.938 ± 5.93 × 10−4 | |
TiO2 HIM | Model–Synth Mill et al. | 0.906 ± 0.009 | \(\underline{0.493\pm 0.020}\) | 0.829 ± 0.015 |
Model–Synth Ours | \(\underline{0.932\pm 0.003}\) | 0.393 ± 0.016 | \(\underline{0.874\pm 0.005}\) | |
Model–Real | 0.955 ± 9.49 × 10−4 | 0.945 ± 0.016 | 0.914 ± 0.002 | |
SiO2 HIM | Model–Synth Mill et al. | 0.786 ± 0.002 | 0.375 ± 0.004 | 0.659 ± 0.003 |
Model–Synth Ours | \(\underline{0.860\pm 4.86\times 1{0}^{-4}}\) | \(\underline{0.478\pm 0.011}\) | \(\underline{0.754\pm 6.21\times 1{0}^{-4}}\) | |
Model–Real | 0.964 ± 0.001 | 0.567 ± 0.012 | 0.930 ± 0.001 | |
TiO2 SEM | Model–Synth Rühle et al. | 0.911 ± 0.001 | 0.467 ± 0.017 | 0.837 ± 0.002 |
Model–Synth Ours | \(\underline{0.916\pm 0.003}\) | \(\underline{0.474\pm 0.033}\) | \(\underline{0.845\pm 0.004}\) |