Black-box Optimization on Shifted BBOB-style optimization tasks
0.629Normalized Best Objective (25 evals)Random-LLM
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Random-LLMBackbone=gpt-4o-mini2026.06 | 0.629 | 0.629 | 0.629 | |
| Memory-LLMBackbone=gpt-4o-mini2026.06 | 0.545 | 0.488 | 0.425 | |
| Archive-LLMBackbone=gpt-4o-mini2026.06 | 0.476 | 0.473 | 0.473 | |
| GP-BOType=non-LLM Bayesian optimization baseline2026.06 | 0.384 | 0.278 | 0.229 | |
| BayesEvolveBackbone=gpt-4o-mini2026.06 | 0.36 | 0.243 | 0.195 |