Table 1 Performance comparison between 1st-SwinUnet and typical Unet.

From: Two stage multiobjective topology optimization method via SwinUnet with enhanced generalization

Model

\(E_c\)

\(E_{\sigma _{PN}}\)

\(E_v\)

BSR

SSR

OSR

Typical Unet

1.03%

1.85%

0.13%

11.67%

21.97%

40.76%

1st-SwinUnet

−6.15%

−1.86%

0.01%

4.85%

8.18%

58.79%