Optimizer Elo Ratings
Produced by
optimizer-elo-ratings using
the
humpday package. See the
article.
Class of objective functions: all
Dimension 02
Function evaluation limit: 80
| Name | Rating | Games | Active |
|---|
| dlib | 2136.0 | 618 | yes |
| dlib_default | 2094.0 | 584 | yes |
| skopt_gp_default | 2075.0 | 607 | yes |
| nlopt_directo | 1977.0 | 38 | no |
| bobyqa_noise | 1920.0 | 578 | yes |
| bayesopt_ucb | 1906.0 | 69 | no |
| nevergrad_ngopt8 | 1897.0 | 83 | no |
| bobyqa_default | 1889.0 | 574 | yes |
| shgo_slsqp_sobol | 1870.0 | 67 | yes |
| shgo_powell_sobol | 1866.0 | 69 | yes |
| nlopt_directl | 1857.0 | 26 | no |
| pysot_dycors | 1841.0 | 22 | no |
| shgo_nelder_sobol | 1839.0 | 72 | yes |
| pymoo_nelder | 1817.0 | 28 | no |
| bayesopt_ei | 1814.0 | 75 | no |
| bayesopt_poi | 1812.0 | 51 | no |
| nlopt_directr | 1808.0 | 27 | no |
| hebo_batch | 1790.0 | 19 | no |
| optuna_cmaes | 1781.0 | 82 | no |
| nevergrad_ngopt4 | 1770.0 | 76 | no |
| nlopt_direct | 1765.0 | 16 | no |
| nevergrad_ngopt | 1761.0 | 55 | no |
| hebo_sequential | 1751.0 | 18 | no |
| freelunch_de_8 | 1723.0 | 14 | no |
| pysot_srbf | 1709.0 | 31 | no |
| freelunch_sade_21 | 1701.0 | 23 | no |
| freelunch_krillherd_3 | 1692.0 | 6 | no |
| ax_default | 1690.0 | 6 | no |
| nlopt_ags | 1667.0 | 23 | no |
| ultraopt_forest | 1666.0 | 178 | no |
| ultraopt_etpe | 1649.0 | 199 | no |
| pysot_lcb | 1624.0 | 24 | no |
| pymoo_pattern | 1623.0 | 31 | no |
| nlopt_crs2lm | 1615.0 | 24 | no |
| pysot_ei | 1614.0 | 23 | no |
| nevergrad_oneplus | 1602.0 | 67 | no |
| optuna_random_clone | 1600 | 80 | no |
| optuna_random | 1600 | 68 | no |
| optuna_random_clone_2 | 1600 | 66 | no |
| optuna_random_clone_1 | 1600 | 57 | no |
| platypus_genetic | 1600 | 0 | no |
| platypus_evolutionary | 1600 | 0 | no |
| platypus_nsgaii | 1600 | 0 | no |
| platypus_cmaes | 1600 | 0 | no |
| platypus_gde3 | 1600 | 0 | no |
| platypus_ibea | 1600 | 0 | no |
| platypus_omopso | 1600 | 0 | no |
| platypus_smpso | 1600 | 0 | no |
| platypus_spea2 | 1600 | 0 | no |
| platypus_epsmoea | 1600 | 0 | no |
| pymoo_unsga3 | 1600 | 0 | no |
| pymoo_nsga2 | 1600 | 0 | no |
| freelunch_de_21 | 1597.0 | 13 | no |
| freelunch_sade_3 | 1595.0 | 9 | no |
| optuna_tpe | 1556.0 | 74 | no |
| freelunch_krillherd_8 | 1539.0 | 3 | no |
| hyperopt_tpe | 1531.0 | 601 | yes |
| pymoo_nsga3 | 1521.0 | 25 | no |
| nlopt_esch | 1514.0 | 38 | no |
| freelunch_sade_8 | 1513.0 | 13 | no |
| freelunch_pso_3 | 1504.0 | 13 | no |
| nevergrad_portfolio | 1502.0 | 63 | no |
| nlopt_isres | 1497.0 | 34 | no |
| platypus_moead | 1494.0 | 28 | no |
| freelunch_pso_8 | 1490.0 | 10 | no |
| hyperopt_rand | 1482.0 | 627 | yes |
| freelunch_sa_21 | 1478.0 | 14 | no |
| ultraopt_gbrt | 1459.0 | 173 | no |
| hyperopt_atpe | 1456.0 | 581 | yes |
| nevergrad_de | 1423.0 | 67 | no |
| pysot_random | 1406.0 | 30 | no |
| freelunch_pso_21 | 1403.0 | 17 | no |
| freelunch_de_3 | 1395.0 | 16 | no |
| freelunch_sa_8 | 1385.0 | 18 | no |
| scipy_powell | 1348.0 | 457 | yes |
| freelunch_sa_3 | 1333.0 | 20 | no |
| ultraopt_random | 1300.0 | 188 | no |
| nevergrad_hammersley | 1159.0 | 67 | no |
| scipy_slsqp | 816.0 | 538 | yes |
| scipy_lbfgsb | 739.0 | 451 | yes |