| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| CEC 30D 2017 | MF-CMA-ES | Mean Objective Value0 | 90 | 3mo ago | |
| Crashy Branin | TPE | Best Objective Value1.15 | 28 | 1mo ago | |
| BBOB d=100 | POM | F40 | 25 | 3mo ago | |
| f1 | NPR Mean20.7083 | 20 | 19d ago | ||
| Butternut Squash (BS) function variants strict tolerance | ei_BOSS_off_Mat52_sum | Mean Rank2.5 | 19 | 1mo ago | |
| 23 PBO problems and 24 BBOB problems | BAG | Normalized Best AUC2.194 | 14 | 3mo ago | |
| Airfoil Lift | FICBO (Mixture) | Final Cumulative Regret3.617 | 13 | 26d ago | |
| Airfoil Small | FICBO (Additive) | Final Cumulative Regret0.014 | 13 | 26d ago | |
| Hartmann3 | Average CPU Time (s)0.51 | 13 | 1mo ago | ||
| BBOB 10D | L2E (Mamba-enhanced variant) | BucheRastrigin82.09 | 12 | 3mo ago | |
| BBOB-30D | Ours | Buche_Ras491.4 | 12 | 3mo ago | |
| Eggholder | Average Runtime27.2058 | 11 | 6d ago | ||
| Drop-wave | Average Runtime12.4251 | 11 | 6d ago | ||
| Zakharov | Average Runtime33.0074 | 11 | 6d ago | ||
| Ackley-5d | Average Runtime30.9906 | 11 | 6d ago | ||
| BBOB suite d = 30 | CMAES | F4 Objective Value32.5 | 11 | 3mo ago | |
| BBOB suite d=500 | ABOM | F412,150 | 11 | 3mo ago | |
| Hartmann-6D 500 evaluations | CMA-ES | Wall Clock Time (s)0.045 | 10 | 3mo ago | |
| Hartmann-6D 300 evaluations | CMA-ES | Wall Clock Time (s)0.043 | 10 | 3mo ago | |
| Push frozen noise v5 | Total Proposal Time (s)0.1 | 9 | 28d ago | ||
| BipedalWalker frozen noise v3 | Total Proposal Time (s)0.3 | 9 | 28d ago | ||
| Hopper frozen noise v5 | Total Proposal Time (s)1.3 | 9 | 28d ago | ||
| LunarLander frozen noise v3 | Total Proposal Time (s)0 | 9 | 28d ago | ||
| Ackley d=20 | NeST-BO-sub | Median Best Objective Value0.12 | 9 | 2mo ago | |
| Sphere d=20 | NeST-BO-sub | Objective Value (Median)0.0032 | 9 | 2mo ago |
