| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Black-box Optimization | Lasso-DNA | Objective Value0.291 | 8 | |
| Hyperparameter Optimization | LASSO-DNA frozen noise | Total Proposal Time (s)0.1 | 8 | |
| Hyperparameter Optimization | LASSO-DNA natural noise | Total Proposal Time (s)0.1 | 8 | |
| High-Dimensional Bayesian Optimization | Lasso-DNA d = 180 | Rank1 | 5 | |
| Bayesian Optimization | Lasso-DNA D = 180 | Objective Value0.286 | 3 |