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: 210
| Name | Rating | Games | Active |
|---|
| scipy_powell | 1956.0 | 18 | yes |
| pymoo_pattern | 1949.0 | 25 | yes |
| nlopt_direct | 1856.0 | 18 | yes |
| pysot_dycors | 1847.0 | 28 | yes |
| bobyqa_default | 1837.0 | 12 | yes |
| bobyqa_noise | 1827.0 | 10 | yes |
| shgo_nelder_sobol | 1815.0 | 12 | yes |
| dlib | 1810.0 | 27 | yes |
| nevergrad_ngopt | 1800.0 | 25 | yes |
| pymoo_nelder | 1787.0 | 28 | yes |
| optuna_tpe | 1781.0 | 29 | yes |
| shgo_powell_sobol | 1769.0 | 12 | yes |
| skopt_gp_default | 1759.0 | 21 | yes |
| nevergrad_ngopt8 | 1758.0 | 26 | yes |
| pysot_srbf | 1754.0 | 17 | yes |
| shgo_slsqp_sobol | 1742.0 | 12 | yes |
| pymoo_nsga3 | 1738.0 | 17 | yes |
| nlopt_directr | 1728.0 | 13 | yes |
| ax_default | 1701.0 | 21 | yes |
| nevergrad_oneplus | 1693.0 | 24 | yes |
| optuna_cmaes | 1673.0 | 16 | yes |
| pysot_ei | 1672.0 | 18 | yes |
| dlib_default | 1671.0 | 14 | yes |
| nlopt_crs2lm | 1670.0 | 20 | yes |
| bayesopt_ucb | 1667.0 | 11 | yes |
| nevergrad_ngopt4 | 1665.0 | 25 | yes |
| ultraopt_forest | 1664.0 | 17 | yes |
| pysot_lcb | 1659.0 | 21 | yes |
| scipy_lbfgsb | 1655.0 | 17 | yes |
| nevergrad_portfolio | 1651.0 | 19 | yes |
| hyperopt_atpe | 1637.0 | 26 | yes |
| nlopt_directl | 1635.0 | 12 | yes |
| bayesopt_poi | 1620.0 | 24 | yes |
| ultraopt_etpe | 1614.0 | 30 | yes |
| optuna_random_clone_2 | 1600 | 24 | yes |
| optuna_random_clone | 1600 | 22 | yes |
| optuna_random_clone_1 | 1600 | 22 | yes |
| optuna_random | 1600 | 20 | yes |
| pymoo_unsga3 | 1597.0 | 29 | yes |
| scipy_slsqp | 1592.0 | 21 | yes |
| bayesopt_ei | 1584.0 | 28 | yes |
| hyperopt_tpe | 1583.0 | 22 | yes |
| platypus_moead | 1576.0 | 30 | yes |
| nlopt_esch | 1554.0 | 21 | yes |
| platypus_spea2 | 1553.0 | 26 | yes |
| ultraopt_gbrt | 1548.0 | 12 | yes |
| nlopt_directo | 1547.0 | 18 | yes |
| hyperopt_rand | 1541.0 | 23 | yes |
| nevergrad_de | 1489.0 | 24 | yes |
| platypus_genetic | 1472.0 | 23 | yes |
| platypus_epsmoea | 1467.0 | 27 | yes |
| nlopt_isres | 1455.0 | 21 | yes |
| ultraopt_random | 1428.0 | 22 | yes |
| platypus_gde3 | 1425.0 | 21 | yes |
| platypus_evolutionary | 1424.0 | 24 | yes |
| platypus_smpso | 1412.0 | 23 | yes |
| pysot_random | 1410.0 | 21 | yes |
| platypus_cmaes | 1401.0 | 22 | yes |
| platypus_omopso | 1401.0 | 24 | yes |
| nlopt_ags | 1394.0 | 23 | yes |
| nevergrad_hammersley | 1371.0 | 24 | yes |
| scipy_nelder | 1350.0 | 17 | yes |
| platypus_nsgaii | 1350.0 | 21 | yes |
| platypus_ibea | 1349.0 | 23 | yes |
| pymoo_nsga2 | 1329.0 | 23 | yes |