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: 130
| Name | Rating | Games | Active |
|---|
| bobyqa_default | 2003.0 | 29 | yes |
| bobyqa_noise | 1988.0 | 35 | yes |
| dlib | 1875.0 | 32 | yes |
| dlib_default | 1867.0 | 26 | yes |
| nlopt_directr | 1857.0 | 29 | yes |
| nevergrad_ngopt4 | 1830.0 | 23 | yes |
| hyperopt_rand | 1815.0 | 27 | yes |
| nevergrad_ngopt8 | 1813.0 | 26 | yes |
| nlopt_directl | 1787.0 | 29 | yes |
| nlopt_direct | 1776.0 | 29 | yes |
| optuna_tpe | 1768.0 | 20 | yes |
| nevergrad_ngopt | 1753.0 | 36 | yes |
| nevergrad_oneplus | 1718.0 | 22 | yes |
| nlopt_esch | 1698.0 | 30 | yes |
| hyperopt_tpe | 1686.0 | 33 | yes |
| nlopt_isres | 1672.0 | 25 | yes |
| nlopt_directo | 1643.0 | 31 | yes |
| ultraopt_forest | 1642.0 | 30 | yes |
| nlopt_crs2lm | 1640.0 | 24 | yes |
| nevergrad_portfolio | 1640.0 | 27 | yes |
| scipy_powell | 1629.0 | 1 | yes |
| pymoo_nsga2 | 1619.0 | 20 | yes |
| optuna_random_clone_2 | 1600 | 28 | yes |
| optuna_random_clone | 1600 | 25 | yes |
| optuna_random_clone_1 | 1600 | 25 | yes |
| optuna_random | 1600 | 24 | 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 |
| pymoo_nelder | 1589.0 | 21 | yes |
| platypus_ibea | 1584.0 | 23 | yes |
| pymoo_nsga3 | 1575.0 | 27 | yes |
| nevergrad_hammersley | 1568.0 | 25 | yes |
| nevergrad_de | 1542.0 | 27 | yes |
| hyperopt_atpe | 1536.0 | 26 | yes |
| ultraopt_random | 1536.0 | 25 | yes |
| platypus_genetic | 1529.0 | 32 | yes |
| platypus_smpso | 1524.0 | 27 | yes |
| scipy_lbfgsb | 1507.0 | 8 | yes |
| platypus_gde3 | 1482.0 | 32 | yes |
| platypus_spea2 | 1457.0 | 28 | yes |
| scipy_slsqp | 1451.0 | 19 | yes |
| platypus_evolutionary | 1440.0 | 24 | yes |
| platypus_nsgaii | 1415.0 | 32 | yes |
| ultraopt_etpe | 1408.0 | 30 | yes |
| platypus_omopso | 1387.0 | 24 | yes |
| platypus_moead | 1387.0 | 28 | yes |
| pymoo_pattern | 1355.0 | 38 | yes |
| scipy_nelder | 1300.0 | 27 | yes |
| platypus_epsmoea | 1247.0 | 31 | yes |