| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| CEC 30D 2017 | MF-CMA-ES | Mean Objective Value0 | 90 | 1mo ago | |
| BBOB d=100 | POM | F40 | 25 | 1mo ago | |
| Butternut Squash (BS) function variants strict tolerance | ei_BOSS_off_Mat52_sum | Mean Rank2.5 | 19 | 9d ago | |
| 23 PBO problems and 24 BBOB problems | BAG | Normalized Best AUC2.194 | 14 | 1mo ago | |
| BBOB 10D | L2E (Mamba-enhanced variant) | BucheRastrigin82.09 | 12 | 1mo ago | |
| BBOB-30D | Ours | Buche_Ras491.4 | 12 | 1mo ago | |
| BBOB suite d = 30 | CMAES | F4 Objective Value32.5 | 11 | 1mo ago | |
| BBOB suite d=500 | ABOM | F412,150 | 11 | 1mo ago | |
| Hartmann-6D 500 evaluations | CMA-ES | Wall Clock Time (s)0.045 | 10 | 1mo ago | |
| Hartmann-6D 300 evaluations | CMA-ES | Wall Clock Time (s)0.043 | 10 | 1mo ago | |
| Ackley d=20 | NeST-BO-sub | Median Best Objective Value0.12 | 9 | 20d ago | |
| Sphere d=20 | NeST-BO-sub | Objective Value (Median)0.0032 | 9 | 20d ago | |
| Griewank d=20 | NeST-BO-sub | Median Objective Value0.0308 | 9 | 20d ago | |
| f32 | NPR (Mean)1.023 | 9 | 1mo ago | ||
| f31 | NPR (Mean)97.53 | 9 | 1mo ago | ||
| f20 | NPR (Mean)1.331 | 9 | 1mo ago | ||
| f1 | NPR Mean1.038 | 9 | 1mo ago | ||
| Rosenbrock10 function | AUSR1,221.9 | 8 | 1mo ago | ||
| Levy8 function | AUSR2,530.9 | 8 | 1mo ago | ||
| Griewank 6 function | AUSR280.6 | 8 | 1mo ago | ||
| Hartmann6 | AUSR376.5 | 8 | 1mo ago | ||
| Langermann2 function | CCGBO | AUSR268.4 | 8 | 1mo ago | |
| Levy-10D 300 evaluations | CMA-ES | Wall Clock Time (s)0.043 | 8 | 1mo ago | |
| Levy-10D 100 evaluations | CMA-ES | Wall Clock Time (s)0.03 | 8 | 1mo ago | |
| BBOB surrogate 10-dimensional (out-of-distribution) | Gradient-derived Evolutionary Composite (GEC) | Rastrigin Function Value71.65 | 7 | 1mo ago |
