Optimizer Elo Ratings
Produced by
optimizer-elo-ratings using
the
humpday package. See the
article.
Class of objective functions: classic
Dimension 05
Function evaluation limit: 50
| Name | Rating | Games | Active |
|---|
| bobyqa_noise | 1812.0 | 10 | yes |
| nevergrad_ngopt4 | 1791.0 | 21 | yes |
| skopt_gp_default | 1754.0 | 18 | yes |
| ax_default | 1732.0 | 12 | yes |
| bobyqa_default | 1717.0 | 4 | yes |
| dlib | 1710.0 | 11 | yes |
| nlopt_directr | 1709.0 | 8 | yes |
| nevergrad_ngopt | 1705.0 | 8 | yes |
| pysot_srbf | 1701.0 | 13 | yes |
| ultraopt_etpe | 1693.0 | 12 | yes |
| optuna_cmaes | 1687.0 | 13 | yes |
| nevergrad_oneplus | 1685.0 | 16 | yes |
| bayesopt_ei | 1682.0 | 13 | yes |
| nevergrad_ngopt8 | 1678.0 | 7 | yes |
| pysot_dycors | 1677.0 | 17 | yes |
| shgo_powell_sobol | 1677.0 | 4 | yes |
| scipy_powell | 1657.0 | 4 | yes |
| shgo_slsqp_sobol | 1657.0 | 5 | yes |
| nlopt_directo | 1652.0 | 4 | yes |
| pymoo_nelder | 1648.0 | 7 | yes |
| pymoo_unsga3 | 1644.0 | 13 | yes |
| nlopt_directl | 1636.0 | 3 | yes |
| nlopt_direct | 1636.0 | 9 | yes |
| shgo_nelder_sobol | 1631.0 | 1 | yes |
| bayesopt_poi | 1629.0 | 18 | yes |
| bayesopt_ucb | 1613.0 | 7 | yes |
| pymoo_nsga3 | 1612.0 | 13 | yes |
| nlopt_isres | 1607.0 | 8 | yes |
| nevergrad_portfolio | 1604.0 | 13 | yes |
| optuna_random_clone | 1600 | 17 | yes |
| optuna_random_clone_1 | 1600 | 17 | yes |
| optuna_random | 1600 | 14 | yes |
| optuna_random_clone_2 | 1600 | 12 | 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 |
| dlib_default | 1600 | 0 | yes |
| ultraopt_gbrt | 1583.0 | 5 | yes |
| nlopt_crs2lm | 1580.0 | 11 | yes |
| pysot_lcb | 1578.0 | 15 | yes |
| nlopt_esch | 1574.0 | 7 | yes |
| pysot_ei | 1573.0 | 13 | yes |
| nlopt_ags | 1572.0 | 10 | yes |
| scipy_lbfgsb | 1571.0 | 1 | yes |
| optuna_tpe | 1563.0 | 20 | yes |
| scipy_slsqp | 1547.0 | 4 | yes |
| pymoo_pattern | 1543.0 | 13 | yes |
| pysot_random | 1503.0 | 11 | yes |
| hyperopt_rand | 1494.0 | 12 | yes |
| ultraopt_random | 1492.0 | 13 | yes |
| ultraopt_forest | 1491.0 | 5 | yes |
| nevergrad_hammersley | 1471.0 | 16 | yes |
| nevergrad_de | 1471.0 | 15 | yes |
| hyperopt_tpe | 1467.0 | 10 | yes |
| hyperopt_atpe | 1448.0 | 12 | yes |
| platypus_moead | 1362.0 | 13 | yes |
| scipy_nelder | 1171.0 | 20 | yes |