Hyperparameter Optimization on HPO-B
81.59nAcc@1MLCopilot
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MLCopilot2023.04 | 81.59 | 83.23 | 90.72 | |
| LLM-FSprompting=few-shot2023.04 | 78.93 | 83.1 | 89.73 | |
| FLAML2023.04 | 77.84 | 82.95 | 88.06 | |
| ASKL2023.04 | 77.01 | 81.76 | 85.02 | |
| Constant2023.04 | 72.85 | 74.61 | 75.02 | |
| TST-M2023.04 | 72.73 | 74.44 | 74.56 | |
| HyperSTAR2023.04 | 67.37 | 68.14 | 68.71 | |
| LLM-ZSprompting=zero-shot2023.04 | 61.37 | 79.41 | 80.56 | |
| Random2023.04 | 54.7 | 60.7 | 64.8 |