Black-box Optimization on Airfoil CFD
79.7Normalized PerformanceSemanticOpt
Evaluation Results
| Method | Links | |
|---|---|---|
| SemanticOptSteps=252025.10 | 79.7 | |
| HEBO-GPSteps=252025.10 | 73.8 | |
| HEBO-SVIDKLSteps=252025.10 | 70.2 | |
| HEBO-RFSteps=252025.10 | 69.7 | |
| PFNs4BOSteps=252025.10 | 64.3 | |
| GPT-5.4Steps=252025.10 | 58.1 | |
| LLAMBOSteps=252025.10 | 55.7 | |
| Qwen 3.5 27BSteps=252025.10 | 46.2 |