Optimizer Elo Ratings
Produced by
optimizer-elo-ratings using
the
humpday package. See the
article.
Class of objective functions: classic
Dimension 55
Function evaluation limit: 210
| Name | Rating | Games | Active |
|---|
| bobyqa_noise | 1730.0 | 9 | yes |
| nlopt_esch | 1729.0 | 7 | yes |
| hyperopt_rand | 1718.0 | 4 | yes |
| nevergrad_de | 1698.0 | 8 | yes |
| platypus_omopso | 1697.0 | 9 | yes |
| bobyqa_default | 1691.0 | 3 | yes |
| nlopt_directr | 1689.0 | 5 | yes |
| platypus_smpso | 1687.0 | 5 | yes |
| nlopt_directl | 1678.0 | 5 | yes |
| nevergrad_ngopt8 | 1675.0 | 10 | yes |
| nlopt_direct | 1664.0 | 4 | yes |
| nlopt_crs2lm | 1662.0 | 4 | yes |
| nevergrad_portfolio | 1644.0 | 8 | yes |
| nevergrad_ngopt | 1639.0 | 5 | yes |
| pymoo_nsga3 | 1628.0 | 3 | yes |
| hyperopt_tpe | 1619.0 | 12 | yes |
| optuna_tpe | 1608.0 | 6 | yes |
| nevergrad_oneplus | 1608.0 | 2 | yes |
| scipy_lbfgsb | 1604.0 | 2 | yes |
| platypus_epsmoea | 1604.0 | 4 | yes |
| nevergrad_ngopt4 | 1601.0 | 4 | yes |
| optuna_random | 1600 | 6 | yes |
| optuna_random_clone | 1600 | 3 | yes |
| optuna_random_clone_2 | 1600 | 3 | yes |
| optuna_random_clone_1 | 1600 | 1 | yes |
| shgo_slsqp_sobol | 1600 | 0 | yes |
| shgo_powell_sobol | 1600 | 0 | yes |
| shgo_nelder_sobol | 1600 | 0 | yes |
| scipy_powell | 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_nelder | 1600 | 0 | yes |
| pymoo_unsga3 | 1600 | 0 | yes |
| pymoo_pattern | 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 |
| dlib | 1600 | 0 | yes |
| dlib_default | 1600 | 0 | yes |
| nlopt_ags | 1600 | 0 | yes |
| nlopt_directo | 1593.0 | 6 | yes |
| hyperopt_atpe | 1582.0 | 5 | yes |
| nevergrad_hammersley | 1581.0 | 5 | yes |
| platypus_evolutionary | 1580.0 | 8 | yes |
| scipy_nelder | 1574.0 | 6 | yes |
| platypus_ibea | 1573.0 | 5 | yes |
| ultraopt_forest | 1573.0 | 5 | yes |
| platypus_genetic | 1569.0 | 6 | yes |
| scipy_slsqp | 1569.0 | 1 | yes |
| platypus_gde3 | 1568.0 | 5 | yes |
| nlopt_isres | 1543.0 | 6 | yes |
| platypus_moead | 1538.0 | 5 | yes |
| pymoo_nsga2 | 1521.0 | 6 | yes |
| platypus_nsgaii | 1515.0 | 3 | yes |
| platypus_spea2 | 1470.0 | 7 | yes |
| ultraopt_etpe | 1450.0 | 10 | yes |
| ultraopt_random | 1432.0 | 7 | yes |