| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Songs (rem=0.6) | Rand-Sample | Objective Value144 | 48 | 2d ago | |
| Error-Correcting Codes (ECC) (test) | Mean Fitness6.35 | 9 | 4d ago | ||
| NK-landscapes (test) | EOS-ILS | Mean Fitness73.52 | 9 | 4d ago | |
| Knapsack Problem (KP) (test) | EOS-ILS | Mean Fitness9,035.58 | 7 | 4d ago | |
| Optical Lattice | WE | Average Entropy (S)80.47 | 6 | 4d ago | |
| Multipole | WE | Average Entropy S0.8534 | 6 | 4d ago | |
| Tokamak | WE | Avg Entropy S0.8174 | 6 | 4d ago | |
| Double-Well | WE | Average Entropy S81.26 | 6 | 4d ago | |
| 2D Periodic | WE | Average Entropy (S)0.7465 | 6 | 4d ago | |
| Holder Table | WE | Avg Entropy (S)0.8248 | 6 | 4d ago | |
| Six-Hump Camel | WE | Average Entropy S0.8324 | 6 | 4d ago | |
| Himmelblau | WE | Avg Entropy (S)0.8456 | 6 | 4d ago | |
| Beale | WE | Average Entropy S0.9033 | 6 | 4d ago | |
| Rastrigin | WE | Average Entropy S0.9034 | 6 | 4d ago | |
| Synthetic 32D (test) | POP | Mean Performance0.2508 | 5 | 4d ago | |
| Synthetic 16D (test) | POP | Mean Performance24.67 | 5 | 4d ago | |
| Synthetic 8D (test) | POP | Mean Performance0.2433 | 5 | 4d ago | |
| Rosenbrock function | Model-Guided MPPI | Iterations6.9 | 4 | 4d ago | |
| Quadratic function κ = 100 | Iterations98 | 4 | 4d ago | ||
| Ackley | Model-Guided MPPI | Mean Iterations3.3 | 3 | 4d ago | |
| Styblinski-Tang | Model-Guided MPPI | Mean Iterations2.1 | 3 | 4d ago | |
| CEC 10 dimensions 2017 | MF-CMA-ES | F1 Mean0 | 3 | 2d ago | |
| Quadratic function κ = 50 | HB-SGE | Iterations119 | 2 | 4d ago | |
| Non-convex (NC) functions | - | - | 0 | 4d ago | |
| Strongly-convex (SC) functions | - | - | 0 | 4d ago |
