Evaluating global optimization and generative methods for low-energy and diverse crystal structure prediction via two case studies

Eight CSP methods are benchmarked on V–O polymorphs, highlighting their complementary strengths in low-energy search, metastable sampling, structural diversity, and symmetry coverage.