Optimizer Elo Ratings
Produced by
optimizer-elo-ratings using
the
humpday package. See the
article.
Class of objective functions: classic
Dimension 08
Function evaluation limit: 50
| Name | Rating | Games | Active |
|---|
| dlib | 1799.0 | 11 | yes |
| nevergrad_ngopt8 | 1799.0 | 11 | yes |
| nevergrad_ngopt | 1767.0 | 10 | yes |
| ax_default | 1763.0 | 9 | yes |
| bobyqa_default | 1738.0 | 7 | yes |
| pysot_dycors | 1726.0 | 9 | yes |
| bobyqa_noise | 1709.0 | 5 | yes |
| skopt_gp_default | 1689.0 | 12 | yes |
| nlopt_directr | 1686.0 | 7 | yes |
| bayesopt_ucb | 1685.0 | 12 | yes |
| ultraopt_gbrt | 1677.0 | 7 | yes |
| nlopt_isres | 1672.0 | 8 | yes |
| nevergrad_ngopt4 | 1660.0 | 11 | yes |
| pysot_ei | 1652.0 | 8 | yes |
| pysot_random | 1647.0 | 11 | yes |
| shgo_slsqp_sobol | 1627.0 | 3 | yes |
| nlopt_directl | 1626.0 | 1 | yes |
| ultraopt_forest | 1622.0 | 3 | yes |
| pysot_srbf | 1608.0 | 11 | yes |
| nevergrad_oneplus | 1606.0 | 11 | yes |
| optuna_random_clone_1 | 1600 | 15 | yes |
| optuna_random_clone_2 | 1600 | 15 | yes |
| optuna_random_clone | 1600 | 12 | yes |
| optuna_random | 1600 | 9 | yes |
| shgo_powell_sobol | 1600 | 0 | yes |
| scipy_powell | 1600 | 0 | yes |
| platypus_genetic | 1600 | 0 | yes |
| platypus_evolutionary | 1600 | 0 | yes |
| platypus_nsgaii | 1600 | 0 | yes |
| platypus_cmaes | 1600 | 0 | yes |
| platypus_gde3 | 1600 | 0 | yes |
| platypus_ibea | 1600 | 0 | yes |
| platypus_omopso | 1600 | 0 | yes |
| platypus_smpso | 1600 | 0 | yes |
| platypus_spea2 | 1600 | 0 | yes |
| platypus_epsmoea | 1600 | 0 | yes |
| pymoo_nsga2 | 1600 | 0 | yes |
| dlib_default | 1600 | 0 | yes |
| scipy_slsqp | 1600.0 | 6 | yes |
| scipy_lbfgsb | 1588.0 | 8 | yes |
| optuna_tpe | 1586.0 | 9 | yes |
| pymoo_nsga3 | 1581.0 | 13 | yes |
| optuna_cmaes | 1578.0 | 16 | yes |
| nlopt_crs2lm | 1573.0 | 9 | yes |
| pysot_lcb | 1571.0 | 12 | yes |
| shgo_nelder_sobol | 1569.0 | 3 | yes |
| hyperopt_rand | 1564.0 | 10 | yes |
| nlopt_esch | 1561.0 | 10 | yes |
| bayesopt_poi | 1559.0 | 13 | yes |
| nlopt_directo | 1558.0 | 11 | yes |
| hyperopt_atpe | 1558.0 | 10 | yes |
| pymoo_nelder | 1555.0 | 11 | yes |
| nevergrad_portfolio | 1553.0 | 9 | yes |
| nlopt_direct | 1549.0 | 12 | yes |
| pymoo_unsga3 | 1533.0 | 17 | yes |
| hyperopt_tpe | 1531.0 | 14 | yes |
| nevergrad_hammersley | 1525.0 | 16 | yes |
| bayesopt_ei | 1521.0 | 12 | yes |
| ultraopt_etpe | 1515.0 | 15 | yes |
| platypus_moead | 1506.0 | 9 | yes |
| pymoo_pattern | 1494.0 | 10 | yes |
| nlopt_ags | 1481.0 | 11 | yes |
| ultraopt_random | 1468.0 | 11 | yes |
| nevergrad_de | 1428.0 | 14 | yes |
| scipy_nelder | 1326.0 | 16 | yes |