Optimizer Elo Ratings
Produced by
optimizer-elo-ratings using
the
humpday package. See the
article.
Class of objective functions: classic
Dimension 21
Function evaluation limit: 210
| Name | Rating | Games | Active |
|---|
| bobyqa_default | 1989.0 | 25 | yes |
| bobyqa_noise | 1956.0 | 32 | yes |
| dlib_default | 1896.0 | 29 | yes |
| nevergrad_ngopt | 1885.0 | 38 | yes |
| nlopt_directr | 1866.0 | 33 | yes |
| nevergrad_ngopt8 | 1858.0 | 24 | yes |
| nevergrad_ngopt4 | 1829.0 | 24 | yes |
| nevergrad_oneplus | 1827.0 | 30 | yes |
| nlopt_direct | 1816.0 | 35 | yes |
| pymoo_pattern | 1793.0 | 28 | yes |
| dlib | 1781.0 | 28 | yes |
| optuna_tpe | 1777.0 | 29 | yes |
| scipy_powell | 1776.0 | 9 | yes |
| hyperopt_tpe | 1751.0 | 34 | yes |
| scipy_lbfgsb | 1746.0 | 18 | yes |
| nlopt_directl | 1737.0 | 23 | yes |
| platypus_smpso | 1725.0 | 22 | yes |
| platypus_omopso | 1702.0 | 40 | yes |
| nlopt_esch | 1700.0 | 22 | yes |
| nlopt_crs2lm | 1691.0 | 25 | yes |
| ultraopt_etpe | 1656.0 | 20 | yes |
| ultraopt_forest | 1653.0 | 28 | yes |
| hyperopt_atpe | 1641.0 | 36 | yes |
| platypus_genetic | 1617.0 | 30 | yes |
| nlopt_directo | 1612.0 | 28 | yes |
| hyperopt_rand | 1611.0 | 38 | yes |
| pymoo_nelder | 1605.0 | 29 | yes |
| optuna_random_clone | 1600 | 34 | yes |
| optuna_random_clone_1 | 1600 | 32 | yes |
| optuna_random | 1600 | 30 | yes |
| optuna_random_clone_2 | 1600 | 28 | yes |
| shgo_slsqp_sobol | 1600 | 0 | yes |
| shgo_powell_sobol | 1600 | 0 | yes |
| shgo_nelder_sobol | 1600 | 0 | yes |
| pysot_ei | 1600 | 0 | yes |
| pysot_lcb | 1600 | 0 | yes |
| pysot_random | 1600 | 0 | yes |
| pysot_srbf | 1600 | 0 | yes |
| pysot_dycors | 1600 | 0 | yes |
| ax_default | 1600 | 0 | yes |
| optuna_cmaes | 1600 | 0 | yes |
| platypus_cmaes | 1600 | 0 | yes |
| pymoo_unsga3 | 1600 | 0 | yes |
| skopt_gp_default | 1600 | 0 | yes |
| ultraopt_gbrt | 1600 | 0 | yes |
| bayesopt_ucb | 1600 | 0 | yes |
| bayesopt_ei | 1600 | 0 | yes |
| bayesopt_poi | 1600 | 0 | yes |
| nlopt_ags | 1600 | 0 | yes |
| platypus_epsmoea | 1600.0 | 26 | yes |
| nevergrad_portfolio | 1586.0 | 27 | yes |
| nlopt_isres | 1535.0 | 29 | yes |
| platypus_ibea | 1487.0 | 26 | yes |
| scipy_slsqp | 1475.0 | 27 | yes |
| pymoo_nsga3 | 1465.0 | 23 | yes |
| platypus_spea2 | 1447.0 | 25 | yes |
| nevergrad_hammersley | 1434.0 | 34 | yes |
| platypus_moead | 1423.0 | 22 | yes |
| pymoo_nsga2 | 1405.0 | 33 | yes |
| nevergrad_de | 1392.0 | 27 | yes |
| ultraopt_random | 1372.0 | 38 | yes |
| platypus_gde3 | 1345.0 | 32 | yes |
| scipy_nelder | 1343.0 | 34 | yes |
| platypus_evolutionary | 1340.0 | 33 | yes |
| platypus_nsgaii | 1311.0 | 30 | yes |