Extended Data Fig. 5: Benchmark summary between GraphMetaMat and state-of-the-art inverse-design methods.

VAE-based method refers to ref. ⁵¹. Tandem-network method refers to ref. ⁵⁰. Denoising diffusion method refers to ref. ²⁸. GAN-based method refers to ref. ⁴⁵.