Optimizer Elo Ratings
Produced by
optimizer-elo-ratings using
the
humpday package. See the
article.
Class of objective functions: classic
Dimension 05
Function evaluation limit: 130
| Name | Rating | Games | Active |
|---|
| pymoo_pattern | 1875.0 | 29 | yes |
| pysot_dycors | 1847.0 | 28 | yes |
| nevergrad_ngopt8 | 1846.0 | 27 | yes |
| pysot_srbf | 1828.0 | 18 | yes |
| skopt_gp_default | 1804.0 | 26 | yes |
| nlopt_directl | 1795.0 | 10 | yes |
| bobyqa_noise | 1789.0 | 15 | yes |
| nevergrad_ngopt4 | 1787.0 | 30 | yes |
| shgo_nelder_sobol | 1779.0 | 12 | yes |
| scipy_powell | 1765.0 | 25 | yes |
| dlib_default | 1757.0 | 20 | yes |
| nlopt_direct | 1757.0 | 23 | yes |
| pymoo_nelder | 1755.0 | 22 | yes |
| nlopt_directr | 1753.0 | 15 | yes |
| bobyqa_default | 1741.0 | 11 | yes |
| nevergrad_ngopt | 1735.0 | 27 | yes |
| pysot_lcb | 1735.0 | 14 | yes |
| ax_default | 1724.0 | 14 | yes |
| shgo_slsqp_sobol | 1719.0 | 11 | yes |
| optuna_cmaes | 1718.0 | 33 | yes |
| dlib | 1715.0 | 28 | yes |
| ultraopt_forest | 1711.0 | 17 | yes |
| bayesopt_ei | 1700.0 | 32 | yes |
| ultraopt_etpe | 1684.0 | 21 | yes |
| nevergrad_oneplus | 1684.0 | 24 | yes |
| optuna_tpe | 1668.0 | 15 | yes |
| bayesopt_poi | 1666.0 | 25 | yes |
| hyperopt_rand | 1666.0 | 31 | yes |
| nlopt_crs2lm | 1663.0 | 19 | yes |
| pymoo_nsga3 | 1662.0 | 30 | yes |
| scipy_lbfgsb | 1653.0 | 16 | yes |
| nlopt_esch | 1644.0 | 15 | yes |
| hyperopt_tpe | 1626.0 | 23 | yes |
| scipy_slsqp | 1614.0 | 15 | yes |
| optuna_random_clone_1 | 1612.0 | 28 | yes |
| nevergrad_de | 1607.0 | 24 | yes |
| optuna_random | 1600 | 24 | yes |
| optuna_random_clone_2 | 1600 | 24 | yes |
| optuna_random_clone | 1600 | 20 | yes |
| ultraopt_gbrt | 1592.0 | 13 | yes |
| nlopt_directo | 1591.0 | 21 | yes |
| pymoo_unsga3 | 1565.0 | 32 | yes |
| pysot_ei | 1555.0 | 20 | yes |
| hyperopt_atpe | 1550.0 | 25 | yes |
| platypus_cmaes | 1546.0 | 18 | yes |
| pymoo_nsga2 | 1545.0 | 22 | yes |
| nlopt_ags | 1544.0 | 18 | yes |
| platypus_gde3 | 1542.0 | 22 | yes |
| bayesopt_ucb | 1521.0 | 29 | yes |
| platypus_ibea | 1521.0 | 14 | yes |
| platypus_spea2 | 1497.0 | 31 | yes |
| platypus_moead | 1495.0 | 20 | yes |
| shgo_powell_sobol | 1463.0 | 13 | yes |
| ultraopt_random | 1458.0 | 20 | yes |
| platypus_evolutionary | 1455.0 | 16 | yes |
| nlopt_isres | 1445.0 | 15 | yes |
| platypus_smpso | 1431.0 | 24 | yes |
| scipy_nelder | 1411.0 | 23 | yes |
| nevergrad_hammersley | 1408.0 | 18 | yes |
| platypus_nsgaii | 1402.0 | 19 | yes |
| platypus_omopso | 1367.0 | 26 | yes |
| platypus_genetic | 1334.0 | 26 | yes |
| platypus_epsmoea | 1307.0 | 24 | yes |
| nevergrad_portfolio | 1297.0 | 26 | yes |
| pysot_random | 1256.0 | 28 | yes |