| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| CEC 30D 2017 | MF-CMA-ES | Mean Objective Value0 | 90 | 2d ago | |
| BBOB d=100 | POM | F40 | 25 | 2d ago | |
| BBOB 10D | L2E (Mamba-enhanced variant) | BucheRastrigin82.09 | 12 | 2d ago | |
| BBOB-30D | Ours | Buche_Ras491.4 | 12 | 2d ago | |
| BBOB suite d = 30 | CMAES | F4 Objective Value32.5 | 11 | 2d ago | |
| BBOB suite d=500 | ABOM | F412,150 | 11 | 2d ago | |
| Hartmann-6D 500 evaluations | CMA-ES | Wall Clock Time (s)0.045 | 10 | 4d ago | |
| Hartmann-6D 300 evaluations | CMA-ES | Wall Clock Time (s)0.043 | 10 | 4d ago | |
| f32 | NPR (Mean)1.023 | 9 | 4d ago | ||
| f31 | NPR (Mean)97.53 | 9 | 4d ago | ||
| f20 | NPR (Mean)1.331 | 9 | 4d ago | ||
| f1 | NPR Mean1.038 | 9 | 4d ago | ||
| Levy-10D 300 evaluations | CMA-ES | Wall Clock Time (s)0.043 | 8 | 4d ago | |
| Levy-10D 100 evaluations | CMA-ES | Wall Clock Time (s)0.03 | 8 | 4d ago | |
| BBOB surrogate 10-dimensional (out-of-distribution) | Gradient-derived Evolutionary Composite (GEC) | Rastrigin Function Value71.65 | 7 | 2d ago | |
| BBOB d = 500 (test) | POM | F10 | 7 | 3d ago | |
| BBOB d=30 | POM | F10 | 7 | 3d ago | |
| Numerical benchmarks | EvoGO | Generations10 | 5 | 4d ago | |
| Hartmann | Llama-7B | Best Observed Value3.863 | 5 | 4d ago | |
| HPO | GLHF | Performance65.8 | 3 | 4d ago | |
| UAV | GLHF | Performance84.84 | 3 | 4d ago | |
| Emb. Hartmann 6 | meanBEEBO | Best Value95.1 | 3 | 4d ago | |
| Shekel | meanBEEBO | Best Value54 | 3 | 4d ago | |
| Goldstein | Optuna | Trials35 | 2 | 4d ago | |
| Bohachevsky 2 | Optuna | Trials82 | 2 | 4d ago |
