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: 80
| Name | Rating | Games | Active |
|---|
| nevergrad_ngopt8 | 1891.0 | 20 | yes |
| nevergrad_ngopt | 1856.0 | 19 | yes |
| pysot_srbf | 1855.0 | 13 | yes |
| nevergrad_ngopt4 | 1854.0 | 18 | yes |
| bobyqa_noise | 1846.0 | 10 | yes |
| dlib | 1790.0 | 21 | yes |
| nlopt_directr | 1787.0 | 20 | yes |
| nlopt_direct | 1777.0 | 14 | yes |
| pymoo_pattern | 1775.0 | 19 | yes |
| shgo_powell_sobol | 1738.0 | 12 | yes |
| nlopt_isres | 1716.0 | 15 | yes |
| shgo_slsqp_sobol | 1709.0 | 6 | yes |
| optuna_tpe | 1699.0 | 26 | yes |
| bayesopt_ei | 1689.0 | 16 | yes |
| dlib_default | 1689.0 | 12 | yes |
| skopt_gp_default | 1682.0 | 18 | yes |
| hyperopt_atpe | 1671.0 | 24 | yes |
| nlopt_esch | 1670.0 | 11 | yes |
| nlopt_ags | 1662.0 | 9 | yes |
| pysot_dycors | 1651.0 | 16 | yes |
| pymoo_nelder | 1637.0 | 17 | yes |
| bobyqa_default | 1636.0 | 3 | yes |
| scipy_powell | 1627.0 | 1 | yes |
| hyperopt_rand | 1625.0 | 22 | yes |
| optuna_cmaes | 1621.0 | 21 | yes |
| nevergrad_oneplus | 1613.0 | 15 | yes |
| shgo_nelder_sobol | 1613.0 | 10 | yes |
| ultraopt_gbrt | 1607.0 | 11 | yes |
| ax_default | 1604.0 | 23 | yes |
| optuna_random_clone | 1600 | 22 | yes |
| optuna_random_clone_2 | 1600 | 22 | yes |
| optuna_random | 1600 | 19 | yes |
| optuna_random_clone_1 | 1600 | 18 | 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 |
| bayesopt_ucb | 1581.0 | 13 | yes |
| scipy_slsqp | 1577.0 | 4 | yes |
| ultraopt_forest | 1572.0 | 15 | yes |
| nlopt_directl | 1572.0 | 11 | yes |
| nevergrad_hammersley | 1559.0 | 10 | yes |
| pysot_lcb | 1557.0 | 12 | yes |
| hyperopt_tpe | 1552.0 | 26 | yes |
| nlopt_crs2lm | 1551.0 | 13 | yes |
| pymoo_unsga3 | 1520.0 | 29 | yes |
| nlopt_directo | 1517.0 | 11 | yes |
| bayesopt_poi | 1513.0 | 16 | yes |
| ultraopt_random | 1486.0 | 17 | yes |
| pysot_ei | 1484.0 | 15 | yes |
| pysot_random | 1478.0 | 17 | yes |
| scipy_lbfgsb | 1472.0 | 14 | yes |
| ultraopt_etpe | 1451.0 | 11 | yes |
| pymoo_nsga3 | 1444.0 | 25 | yes |
| nevergrad_portfolio | 1421.0 | 21 | yes |
| platypus_moead | 1401.0 | 17 | yes |
| scipy_nelder | 1346.0 | 10 | yes |
| nevergrad_de | 1214.0 | 28 | yes |