ResearchBenchmarksBlack-Box Optimization on Design-Bench DKittyMorphology (online)Black-Box Optimization on Design-Bench DKittyMorphology (online)Follow2.3Best Objective ValueCMA-ES1.13521.43761.742.0424Jul 1, 2026Evaluation resultsMethodMethodLinksBest Objective ValueCMA-ESEvaluation budget (B)=100Evaluation budget (B)=1002026.072.3GPEvaluation budget (B)=100Evaluation budget (B)=1002026.072.09SPARROWEvaluation budget (B)=100Evaluation budget (B)=1002026.071.4TuRBOEvaluation budget (B)=100Evaluation budget (B)=1002026.071.28RDSEvaluation budget (B)=100Evaluation budget (B)=1002026.071.18