Optimizer Elo Ratings
Produced by
optimizer-elo-ratings using
the
humpday package. See the
article.
Class of objective functions: classic
Dimension 03
Function evaluation limit: 30
| Name | Rating | Games | Active |
|---|
| ax_default | 1870.0 | 19 | yes |
| dlib | 1833.0 | 12 | yes |
| pymoo_nelder | 1783.0 | 14 | yes |
| bayesopt_ei | 1770.0 | 13 | yes |
| pysot_ei | 1752.0 | 10 | yes |
| pysot_dycors | 1752.0 | 12 | yes |
| shgo_nelder_sobol | 1746.0 | 7 | yes |
| bobyqa_default | 1730.0 | 6 | yes |
| nlopt_directr | 1710.0 | 11 | yes |
| nlopt_crs2lm | 1707.0 | 15 | yes |
| bobyqa_noise | 1698.0 | 8 | yes |
| skopt_gp_default | 1682.0 | 17 | yes |
| pymoo_pattern | 1682.0 | 9 | yes |
| bayesopt_poi | 1660.0 | 11 | yes |
| shgo_slsqp_sobol | 1652.0 | 7 | yes |
| nlopt_directl | 1649.0 | 4 | yes |
| shgo_powell_sobol | 1644.0 | 6 | yes |
| bayesopt_ucb | 1637.0 | 10 | yes |
| nevergrad_ngopt8 | 1635.0 | 14 | yes |
| ultraopt_forest | 1627.0 | 2 | yes |
| optuna_cmaes | 1611.0 | 15 | yes |
| scipy_powell | 1604.0 | 2 | yes |
| nlopt_directo | 1602.0 | 11 | yes |
| hyperopt_tpe | 1601.0 | 8 | yes |
| optuna_random_clone_2 | 1600 | 15 | yes |
| optuna_random | 1600 | 8 | yes |
| optuna_random_clone_1 | 1600 | 7 | yes |
| optuna_random_clone | 1600 | 6 | 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 |
| nlopt_ags | 1600.0 | 6 | yes |
| nevergrad_ngopt4 | 1599.0 | 6 | yes |
| hyperopt_rand | 1597.0 | 16 | yes |
| pysot_srbf | 1592.0 | 11 | yes |
| pysot_random | 1582.0 | 18 | yes |
| dlib_default | 1580.0 | 6 | yes |
| pymoo_unsga3 | 1578.0 | 26 | yes |
| nevergrad_portfolio | 1575.0 | 20 | yes |
| scipy_lbfgsb | 1573.0 | 2 | yes |
| nlopt_direct | 1567.0 | 7 | yes |
| nlopt_isres | 1566.0 | 9 | yes |
| scipy_slsqp | 1561.0 | 8 | yes |
| nlopt_esch | 1551.0 | 7 | yes |
| pysot_lcb | 1550.0 | 10 | yes |
| optuna_tpe | 1538.0 | 9 | yes |
| ultraopt_etpe | 1515.0 | 17 | yes |
| hyperopt_atpe | 1511.0 | 12 | yes |
| nevergrad_hammersley | 1509.0 | 15 | yes |
| pymoo_nsga3 | 1505.0 | 12 | yes |
| ultraopt_gbrt | 1490.0 | 4 | yes |
| nevergrad_oneplus | 1467.0 | 12 | yes |
| nevergrad_ngopt | 1457.0 | 12 | yes |
| nevergrad_de | 1452.0 | 10 | yes |
| ultraopt_random | 1450.0 | 12 | yes |
| platypus_moead | 1355.0 | 15 | yes |
| scipy_nelder | 1349.0 | 11 | yes |