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: 210
| Name | Rating | Games | Active |
|---|
| scipy_powell | 1953.0 | 17 | yes |
| pymoo_pattern | 1948.0 | 24 | yes |
| pysot_dycors | 1937.0 | 26 | yes |
| nlopt_directr | 1847.0 | 18 | yes |
| bobyqa_default | 1843.0 | 15 | yes |
| ax_default | 1812.0 | 28 | yes |
| pysot_srbf | 1810.0 | 22 | yes |
| dlib | 1806.0 | 21 | yes |
| bayesopt_ei | 1783.0 | 27 | yes |
| nevergrad_ngopt8 | 1782.0 | 27 | yes |
| dlib_default | 1779.0 | 16 | yes |
| shgo_nelder_sobol | 1774.0 | 16 | yes |
| nevergrad_oneplus | 1758.0 | 26 | yes |
| nevergrad_ngopt | 1758.0 | 22 | yes |
| pymoo_nelder | 1757.0 | 30 | yes |
| skopt_gp_default | 1745.0 | 28 | yes |
| pymoo_unsga3 | 1738.0 | 32 | yes |
| optuna_cmaes | 1733.0 | 30 | yes |
| nlopt_direct | 1724.0 | 13 | yes |
| optuna_tpe | 1721.0 | 24 | yes |
| ultraopt_forest | 1710.0 | 8 | yes |
| scipy_lbfgsb | 1710.0 | 19 | yes |
| nlopt_directl | 1683.0 | 5 | yes |
| nlopt_directo | 1671.0 | 14 | yes |
| shgo_powell_sobol | 1671.0 | 22 | yes |
| ultraopt_etpe | 1664.0 | 19 | yes |
| hyperopt_tpe | 1663.0 | 24 | yes |
| shgo_slsqp_sobol | 1653.0 | 13 | yes |
| pymoo_nsga3 | 1632.0 | 19 | yes |
| hyperopt_atpe | 1629.0 | 23 | yes |
| nlopt_crs2lm | 1627.0 | 20 | yes |
| pysot_lcb | 1626.0 | 24 | yes |
| hyperopt_rand | 1623.0 | 24 | yes |
| nevergrad_ngopt4 | 1610.0 | 17 | yes |
| optuna_random_clone | 1600 | 26 | yes |
| optuna_random_clone_2 | 1600 | 24 | yes |
| optuna_random_clone_1 | 1600 | 22 | yes |
| optuna_random | 1600 | 20 | yes |
| nlopt_ags | 1597.0 | 12 | yes |
| bayesopt_poi | 1590.0 | 25 | yes |
| nevergrad_portfolio | 1584.0 | 32 | yes |
| ultraopt_gbrt | 1582.0 | 18 | yes |
| platypus_moead | 1581.0 | 23 | yes |
| bayesopt_ucb | 1557.0 | 19 | yes |
| bobyqa_noise | 1552.0 | 4 | yes |
| platypus_omopso | 1543.0 | 22 | yes |
| pysot_ei | 1535.0 | 23 | yes |
| nlopt_esch | 1511.0 | 16 | yes |
| nlopt_isres | 1503.0 | 13 | yes |
| scipy_slsqp | 1498.0 | 17 | yes |
| platypus_gde3 | 1488.0 | 22 | yes |
| platypus_smpso | 1481.0 | 20 | yes |
| nevergrad_de | 1453.0 | 27 | yes |
| platypus_epsmoea | 1435.0 | 19 | yes |
| ultraopt_random | 1414.0 | 18 | yes |
| scipy_nelder | 1408.0 | 18 | yes |
| platypus_cmaes | 1402.0 | 20 | yes |
| platypus_genetic | 1397.0 | 23 | yes |
| pymoo_nsga2 | 1391.0 | 22 | yes |
| platypus_evolutionary | 1383.0 | 29 | yes |
| nevergrad_hammersley | 1376.0 | 27 | yes |
| platypus_ibea | 1345.0 | 24 | yes |
| pysot_random | 1312.0 | 28 | yes |
| platypus_nsgaii | 1280.0 | 24 | yes |
| platypus_spea2 | 1266.0 | 20 | yes |