Optimizer Elo Ratings
Produced by
optimizer-elo-ratings using
the
humpday package. See the
article.
Class of objective functions: classic
Dimension 34
Function evaluation limit: 210
| Name | Rating | Games | Active |
|---|
| dlib_default | 2025.0 | 39 | yes |
| bobyqa_default | 1999.0 | 30 | yes |
| bobyqa_noise | 1975.0 | 27 | yes |
| nlopt_directr | 1948.0 | 32 | yes |
| dlib | 1890.0 | 34 | yes |
| nevergrad_ngopt8 | 1856.0 | 23 | yes |
| nevergrad_ngopt4 | 1845.0 | 32 | yes |
| nevergrad_oneplus | 1844.0 | 30 | yes |
| nevergrad_ngopt | 1826.0 | 33 | yes |
| nlopt_esch | 1788.0 | 37 | yes |
| scipy_slsqp | 1782.0 | 16 | yes |
| ultraopt_etpe | 1769.0 | 29 | yes |
| nlopt_directl | 1759.0 | 33 | yes |
| nevergrad_de | 1724.0 | 32 | yes |
| nlopt_directo | 1706.0 | 30 | yes |
| pymoo_nsga3 | 1705.0 | 30 | yes |
| scipy_lbfgsb | 1672.0 | 9 | yes |
| nlopt_crs2lm | 1668.0 | 35 | yes |
| hyperopt_tpe | 1662.0 | 38 | yes |
| scipy_powell | 1661.0 | 2 | yes |
| platypus_smpso | 1656.0 | 35 | yes |
| nlopt_direct | 1646.0 | 28 | yes |
| platypus_omopso | 1644.0 | 39 | yes |
| nlopt_isres | 1615.0 | 28 | yes |
| optuna_random_clone | 1600 | 39 | yes |
| optuna_random_clone_1 | 1600 | 31 | yes |
| optuna_random_clone_2 | 1600 | 30 | yes |
| optuna_random | 1600 | 29 | 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 |
| 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 |
| ultraopt_forest | 1593.0 | 17 | yes |
| hyperopt_atpe | 1585.0 | 29 | yes |
| hyperopt_rand | 1584.0 | 31 | yes |
| optuna_cmaes | 1570.0 | 1 | yes |
| nevergrad_hammersley | 1560.0 | 38 | yes |
| platypus_epsmoea | 1554.0 | 31 | yes |
| optuna_tpe | 1536.0 | 24 | yes |
| platypus_genetic | 1507.0 | 29 | yes |
| pymoo_nsga2 | 1506.0 | 28 | yes |
| platypus_nsgaii | 1464.0 | 32 | yes |
| platypus_evolutionary | 1457.0 | 24 | yes |
| platypus_ibea | 1431.0 | 29 | yes |
| platypus_moead | 1406.0 | 29 | yes |
| nevergrad_portfolio | 1393.0 | 21 | yes |
| platypus_gde3 | 1374.0 | 24 | yes |
| pymoo_pattern | 1366.0 | 45 | yes |
| scipy_nelder | 1352.0 | 32 | yes |
| platypus_spea2 | 1346.0 | 30 | yes |
| pymoo_nelder | 1315.0 | 35 | yes |
| ultraopt_random | 1272.0 | 29 | yes |