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: 130
| Name | Rating | Games | Active |
|---|
| pysot_srbf | 1926.0 | 33 | yes |
| pysot_dycors | 1905.0 | 26 | yes |
| dlib | 1885.0 | 24 | yes |
| nlopt_directl | 1871.0 | 12 | yes |
| ax_default | 1837.0 | 19 | yes |
| scipy_powell | 1814.0 | 22 | yes |
| shgo_nelder_sobol | 1803.0 | 17 | yes |
| nlopt_directr | 1787.0 | 14 | yes |
| pymoo_nsga3 | 1783.0 | 20 | yes |
| optuna_cmaes | 1763.0 | 26 | yes |
| pymoo_unsga3 | 1733.0 | 38 | yes |
| pymoo_pattern | 1732.0 | 34 | yes |
| optuna_tpe | 1724.0 | 27 | yes |
| bayesopt_poi | 1721.0 | 18 | yes |
| bobyqa_default | 1712.0 | 10 | yes |
| ultraopt_gbrt | 1705.0 | 9 | yes |
| nevergrad_ngopt | 1702.0 | 28 | yes |
| skopt_gp_default | 1695.0 | 21 | yes |
| nlopt_directo | 1691.0 | 14 | yes |
| pymoo_nelder | 1687.0 | 31 | yes |
| bayesopt_ucb | 1683.0 | 21 | yes |
| bobyqa_noise | 1679.0 | 5 | yes |
| shgo_powell_sobol | 1679.0 | 22 | yes |
| dlib_default | 1673.0 | 12 | yes |
| nlopt_direct | 1661.0 | 19 | yes |
| nevergrad_ngopt8 | 1658.0 | 21 | yes |
| pysot_lcb | 1655.0 | 19 | yes |
| shgo_slsqp_sobol | 1655.0 | 22 | yes |
| ultraopt_forest | 1641.0 | 9 | yes |
| nevergrad_ngopt4 | 1628.0 | 28 | yes |
| scipy_lbfgsb | 1626.0 | 20 | yes |
| bayesopt_ei | 1626.0 | 22 | yes |
| nlopt_crs2lm | 1624.0 | 14 | yes |
| ultraopt_etpe | 1622.0 | 23 | yes |
| hyperopt_rand | 1612.0 | 29 | yes |
| optuna_random | 1600 | 32 | yes |
| optuna_random_clone | 1600 | 31 | yes |
| optuna_random_clone_1 | 1600 | 22 | yes |
| optuna_random_clone_2 | 1600 | 20 | yes |
| platypus_gde3 | 1598.0 | 20 | yes |
| nevergrad_oneplus | 1587.0 | 17 | yes |
| pysot_ei | 1584.0 | 21 | yes |
| nlopt_esch | 1572.0 | 19 | yes |
| platypus_moead | 1535.0 | 25 | yes |
| hyperopt_atpe | 1530.0 | 22 | yes |
| platypus_epsmoea | 1506.0 | 15 | yes |
| pysot_random | 1505.0 | 18 | yes |
| scipy_slsqp | 1496.0 | 17 | yes |
| platypus_smpso | 1495.0 | 24 | yes |
| hyperopt_tpe | 1494.0 | 18 | yes |
| nevergrad_hammersley | 1481.0 | 21 | yes |
| platypus_ibea | 1477.0 | 22 | yes |
| platypus_omopso | 1473.0 | 23 | yes |
| nevergrad_de | 1471.0 | 22 | yes |
| nlopt_ags | 1464.0 | 20 | yes |
| platypus_cmaes | 1447.0 | 26 | yes |
| platypus_nsgaii | 1438.0 | 25 | yes |
| pymoo_nsga2 | 1429.0 | 21 | yes |
| nevergrad_portfolio | 1422.0 | 26 | yes |
| nlopt_isres | 1405.0 | 19 | yes |
| platypus_spea2 | 1396.0 | 22 | yes |
| scipy_nelder | 1383.0 | 17 | yes |
| platypus_evolutionary | 1380.0 | 16 | yes |
| platypus_genetic | 1356.0 | 21 | yes |
| ultraopt_random | 1210.0 | 27 | yes |