2026
Evolution of Benchmark: Black-Box Optimization Benchmark Design through Large Language Model
ICML 2026poster
Benchmark Design in Black-Box Optimization (BBO) is a fundamental yet open-ended topic. Early BBO benchmarks are predominantly human-crafted, introducing expert bias and constraining diversity. Automating this design process can relieve the human-in-the-loop burden while enhancing diversity and obje…