Optimizer Elo Ratings
Produced by
optimizer-elo-ratings using
the
humpday package. See the
article.
Class of objective functions: classic
Dimension 13
Function evaluation limit: 210
| Name | Rating | Games | Active |
|---|
| bobyqa_noise | 2084.0 | 34 | yes |
| nevergrad_ngopt4 | 1908.0 | 36 | yes |
| nevergrad_ngopt | 1897.0 | 27 | yes |
| hyperopt_atpe | 1882.0 | 33 | yes |
| scipy_powell | 1881.0 | 24 | yes |
| bobyqa_default | 1862.0 | 37 | yes |
| nlopt_direct | 1859.0 | 44 | yes |
| nevergrad_ngopt8 | 1807.0 | 23 | yes |
| nevergrad_oneplus | 1772.0 | 31 | yes |
| scipy_lbfgsb | 1772.0 | 16 | yes |
| hyperopt_tpe | 1765.0 | 33 | yes |
| nlopt_directr | 1760.0 | 25 | yes |
| pymoo_pattern | 1759.0 | 24 | yes |
| platypus_omopso | 1748.0 | 33 | yes |
| hyperopt_rand | 1735.0 | 44 | yes |
| nlopt_directl | 1728.0 | 33 | yes |
| dlib | 1709.0 | 36 | yes |
| ultraopt_forest | 1692.0 | 27 | yes |
| dlib_default | 1668.0 | 36 | yes |
| pymoo_nelder | 1658.0 | 36 | yes |
| optuna_tpe | 1650.0 | 16 | yes |
| nevergrad_portfolio | 1613.0 | 29 | yes |
| optuna_random_clone_1 | 1611.0 | 38 | yes |
| scipy_slsqp | 1605.0 | 20 | yes |
| optuna_random_clone_2 | 1600 | 37 | yes |
| optuna_random | 1600 | 26 | yes |
| optuna_random_clone | 1600 | 22 | 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 |
| 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 |
| nevergrad_de | 1592.0 | 34 | yes |
| ultraopt_etpe | 1573.0 | 35 | yes |
| optuna_cmaes | 1570.0 | 1 | yes |
| nlopt_esch | 1552.0 | 39 | yes |
| nlopt_directo | 1542.0 | 27 | yes |
| nlopt_crs2lm | 1533.0 | 32 | yes |
| pymoo_nsga3 | 1498.0 | 29 | yes |
| nevergrad_hammersley | 1488.0 | 36 | yes |
| platypus_nsgaii | 1480.0 | 23 | yes |
| platypus_genetic | 1476.0 | 31 | yes |
| ultraopt_random | 1468.0 | 32 | yes |
| platypus_spea2 | 1453.0 | 27 | yes |
| platypus_smpso | 1445.0 | 26 | yes |
| platypus_epsmoea | 1440.0 | 29 | yes |
| platypus_moead | 1426.0 | 41 | yes |
| pymoo_nsga2 | 1386.0 | 31 | yes |
| platypus_evolutionary | 1382.0 | 38 | yes |
| nlopt_isres | 1374.0 | 27 | yes |
| platypus_gde3 | 1356.0 | 40 | yes |
| platypus_ibea | 1348.0 | 31 | yes |
| scipy_nelder | 1206.0 | 38 | yes |