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: 340
| Name | Rating | Games | Active |
|---|
| bobyqa_default | 1970.0 | 31 | yes |
| nlopt_directr | 1951.0 | 30 | yes |
| nevergrad_ngopt | 1914.0 | 37 | yes |
| bobyqa_noise | 1904.0 | 33 | yes |
| pymoo_pattern | 1839.0 | 27 | yes |
| nevergrad_ngopt4 | 1833.0 | 30 | yes |
| scipy_powell | 1806.0 | 25 | yes |
| dlib_default | 1780.0 | 20 | yes |
| dlib | 1766.0 | 35 | yes |
| nlopt_direct | 1760.0 | 34 | yes |
| nevergrad_ngopt8 | 1759.0 | 34 | yes |
| nevergrad_oneplus | 1747.0 | 29 | yes |
| optuna_tpe | 1740.0 | 34 | yes |
| pymoo_nsga3 | 1711.0 | 22 | yes |
| platypus_smpso | 1709.0 | 39 | yes |
| nlopt_esch | 1694.0 | 35 | yes |
| hyperopt_atpe | 1689.0 | 33 | yes |
| nlopt_isres | 1688.0 | 26 | yes |
| hyperopt_tpe | 1687.0 | 38 | yes |
| platypus_omopso | 1679.0 | 33 | yes |
| nlopt_crs2lm | 1673.0 | 30 | yes |
| nlopt_directl | 1648.0 | 31 | yes |
| pymoo_nelder | 1638.0 | 24 | yes |
| scipy_lbfgsb | 1632.0 | 21 | yes |
| ultraopt_etpe | 1607.0 | 33 | yes |
| optuna_random_clone_2 | 1600 | 33 | yes |
| optuna_random_clone | 1600 | 28 | yes |
| optuna_random | 1600 | 26 | yes |
| optuna_random_clone_1 | 1600 | 25 | 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 |
| hyperopt_rand | 1599.0 | 28 | yes |
| nevergrad_portfolio | 1570.0 | 36 | yes |
| platypus_nsgaii | 1569.0 | 26 | yes |
| nlopt_directo | 1567.0 | 24 | yes |
| nevergrad_de | 1544.0 | 43 | yes |
| ultraopt_forest | 1514.0 | 23 | yes |
| platypus_epsmoea | 1503.0 | 39 | yes |
| platypus_evolutionary | 1460.0 | 27 | yes |
| platypus_gde3 | 1457.0 | 21 | yes |
| platypus_moead | 1452.0 | 27 | yes |
| scipy_slsqp | 1446.0 | 25 | yes |
| pymoo_nsga2 | 1423.0 | 34 | yes |
| nevergrad_hammersley | 1407.0 | 31 | yes |
| platypus_ibea | 1374.0 | 25 | yes |
| platypus_genetic | 1365.0 | 29 | yes |
| ultraopt_random | 1340.0 | 24 | yes |
| platypus_spea2 | 1246.0 | 25 | yes |
| scipy_nelder | 1208.0 | 26 | yes |