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: 210
| Name | Rating | Games | Active |
|---|
| optuna_cmaes | 1955.0 | 26 | yes |
| skopt_gp_default | 1935.0 | 32 | yes |
| pysot_dycors | 1852.0 | 25 | yes |
| pymoo_nsga3 | 1851.0 | 25 | yes |
| pymoo_pattern | 1833.0 | 23 | yes |
| nlopt_direct | 1833.0 | 17 | yes |
| nevergrad_ngopt4 | 1816.0 | 28 | yes |
| ultraopt_forest | 1816.0 | 16 | yes |
| pysot_srbf | 1814.0 | 19 | yes |
| pymoo_unsga3 | 1808.0 | 37 | yes |
| bobyqa_default | 1807.0 | 14 | yes |
| scipy_powell | 1789.0 | 26 | yes |
| ax_default | 1773.0 | 18 | yes |
| nevergrad_ngopt8 | 1756.0 | 27 | yes |
| platypus_moead | 1750.0 | 24 | yes |
| nevergrad_ngopt | 1750.0 | 31 | yes |
| dlib | 1747.0 | 23 | yes |
| pysot_ei | 1745.0 | 27 | yes |
| bobyqa_noise | 1744.0 | 15 | yes |
| bayesopt_poi | 1734.0 | 22 | yes |
| pymoo_nelder | 1733.0 | 26 | yes |
| nlopt_directl | 1732.0 | 14 | yes |
| ultraopt_etpe | 1726.0 | 22 | yes |
| nlopt_directr | 1702.0 | 16 | yes |
| nlopt_directo | 1694.0 | 20 | yes |
| scipy_nelder | 1661.0 | 18 | yes |
| optuna_tpe | 1650.0 | 27 | yes |
| hyperopt_rand | 1649.0 | 17 | yes |
| shgo_powell_sobol | 1647.0 | 16 | yes |
| shgo_slsqp_sobol | 1646.0 | 23 | yes |
| bayesopt_ei | 1631.0 | 28 | yes |
| optuna_random_clone | 1600 | 35 | yes |
| optuna_random_clone_1 | 1600 | 33 | yes |
| optuna_random_clone_2 | 1600 | 33 | yes |
| optuna_random | 1600 | 31 | yes |
| dlib_default | 1600 | 0 | yes |
| ultraopt_gbrt | 1596.0 | 11 | yes |
| shgo_nelder_sobol | 1581.0 | 25 | yes |
| hyperopt_atpe | 1576.0 | 28 | yes |
| nevergrad_portfolio | 1575.0 | 20 | yes |
| nlopt_ags | 1574.0 | 16 | yes |
| platypus_smpso | 1567.0 | 30 | yes |
| platypus_cmaes | 1554.0 | 28 | yes |
| bayesopt_ucb | 1553.0 | 28 | yes |
| scipy_lbfgsb | 1553.0 | 22 | yes |
| pysot_lcb | 1544.0 | 24 | yes |
| hyperopt_tpe | 1531.0 | 19 | yes |
| platypus_omopso | 1527.0 | 31 | yes |
| nlopt_crs2lm | 1512.0 | 20 | yes |
| nevergrad_oneplus | 1508.0 | 25 | yes |
| nlopt_esch | 1492.0 | 19 | yes |
| nevergrad_de | 1487.0 | 27 | yes |
| nevergrad_hammersley | 1463.0 | 32 | yes |
| scipy_slsqp | 1442.0 | 28 | yes |
| platypus_evolutionary | 1439.0 | 25 | yes |
| platypus_gde3 | 1435.0 | 20 | yes |
| platypus_nsgaii | 1420.0 | 16 | yes |
| pymoo_nsga2 | 1419.0 | 21 | yes |
| platypus_epsmoea | 1408.0 | 34 | yes |
| ultraopt_random | 1404.0 | 14 | yes |
| platypus_spea2 | 1399.0 | 24 | yes |
| nlopt_isres | 1398.0 | 15 | yes |
| platypus_genetic | 1340.0 | 22 | yes |
| pysot_random | 1336.0 | 25 | yes |
| platypus_ibea | 1227.0 | 31 | yes |