Black-box Optimization on Nasbench201
99.9Normalized PerformanceGPT-5.4
Evaluation results
| Method | Links | |
|---|---|---|
| GPT-5.4Steps=252025.10 | 99.9 | |
| Qwen 3.5 27BSteps=252025.10 | 95.6 | |
| SemanticOptSteps=252025.10 | 93.1 | |
| HEBO-SVIDKLSteps=252025.10 | 85.9 | |
| HEBO-RFSteps=252025.10 | 85.2 | |
| PFNs4BOSteps=252025.10 | 81.7 | |
| HEBO-GPSteps=252025.10 | 80.3 | |
| LLAMBOSteps=252025.10 | 64.3 |