Optimization on Beale
6Average Entropy SMAP-Elite
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MAP-ElitePopulation size=512, Iterations=25, Number of evolutions=100, Elite population size=642024.10 | 6 | — | 0.37 | |
| Diffusion EvolutionPopulation size=512, Iterations=25, Number of evolutions=100, Elite population size=642024.10 | 5.5 | — | 0.96 | |
| Latent Diffusion EvolutionPopulation size=512, Iterations=25, Number of evolutions=100, Elite population size=642024.10 | 5.11 | — | 0.93 | |
| OpenESPopulation size=512, Iterations=1000, Number of evolutions=100, Elite population size=642024.10 | 1.03 | — | 1 | |
| WEIndependent runs=302025.12 | 0.9033 | 0.3338 | — | |
| GAIndependent runs=302025.12 | 0.4091 | 0.9022 | — | |
| CMA-ESIndependent runs=302025.12 | 0.3858 | 0.4055 | — | |
| DEIndependent runs=302025.12 | 0.3854 | 0.4055 | — | |
| SaDEIndependent runs=302025.12 | 0.3854 | 0.4055 | — | |
| JADEIndependent runs=302025.12 | 0.385 | 0.4055 | — | |
| PEPGPopulation size=512, Iterations=25, Number of evolutions=100, Elite population size=642024.10 | 0.35 | — | 1 | |
| CMA-ESPopulation size=512, Iterations=25, Number of evolutions=100, Elite population size=642024.10 | 0 | — | 1 |