Black-box Optimization on MuJoCo Control
98.2Normalized PerformanceSemanticOpt
Evaluation results
| Method | Links | |
|---|---|---|
| SemanticOptSteps=252025.10 | 98.2 | |
| HEBO-SVIDKLSteps=252025.10 | 94.6 | |
| HEBO-GPSteps=252025.10 | 93.3 | |
| PFNs4BOSteps=252025.10 | 90.8 | |
| HEBO-RFSteps=252025.10 | 89.7 | |
| GPT-5.4Steps=252025.10 | 88.3 | |
| Qwen 3.5 27BSteps=252025.10 | 84.6 | |
| LLAMBOSteps=252025.10 | 68 |