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: 50
| Name | Rating | Games | Active |
|---|
| pysot_dycors | 1826.0 | 14 | yes |
| bayesopt_ei | 1780.0 | 14 | yes |
| dlib | 1775.0 | 10 | yes |
| pymoo_nelder | 1773.0 | 13 | yes |
| shgo_slsqp_sobol | 1759.0 | 7 | yes |
| skopt_gp_default | 1756.0 | 13 | yes |
| ax_default | 1752.0 | 12 | yes |
| bobyqa_noise | 1742.0 | 7 | yes |
| bobyqa_default | 1721.0 | 6 | yes |
| scipy_powell | 1708.0 | 8 | yes |
| nlopt_directr | 1704.0 | 8 | yes |
| pysot_ei | 1704.0 | 13 | yes |
| optuna_cmaes | 1701.0 | 11 | yes |
| bayesopt_poi | 1687.0 | 6 | yes |
| pymoo_pattern | 1674.0 | 18 | yes |
| nevergrad_ngopt4 | 1670.0 | 9 | yes |
| pysot_srbf | 1666.0 | 7 | yes |
| nlopt_directl | 1664.0 | 6 | yes |
| ultraopt_gbrt | 1663.0 | 9 | yes |
| dlib_default | 1662.0 | 7 | yes |
| bayesopt_ucb | 1654.0 | 9 | yes |
| shgo_powell_sobol | 1650.0 | 8 | yes |
| nevergrad_ngopt | 1634.0 | 17 | yes |
| nlopt_directo | 1628.0 | 7 | yes |
| nlopt_direct | 1628.0 | 8 | yes |
| hyperopt_atpe | 1614.0 | 9 | yes |
| shgo_nelder_sobol | 1606.0 | 8 | yes |
| nlopt_ags | 1602.0 | 7 | yes |
| optuna_random_clone_1 | 1600 | 14 | yes |
| optuna_random_clone | 1600 | 13 | yes |
| optuna_random_clone_2 | 1600 | 10 | yes |
| optuna_random | 1600 | 7 | 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 |
| scipy_slsqp | 1586.0 | 14 | yes |
| ultraopt_forest | 1585.0 | 4 | yes |
| hyperopt_rand | 1583.0 | 21 | yes |
| pymoo_nsga3 | 1580.0 | 19 | yes |
| hyperopt_tpe | 1577.0 | 14 | yes |
| pysot_lcb | 1574.0 | 19 | yes |
| nlopt_crs2lm | 1571.0 | 12 | yes |
| nevergrad_hammersley | 1558.0 | 12 | yes |
| nevergrad_oneplus | 1553.0 | 19 | yes |
| pysot_random | 1546.0 | 13 | yes |
| optuna_tpe | 1538.0 | 4 | yes |
| nevergrad_ngopt8 | 1531.0 | 11 | yes |
| scipy_lbfgsb | 1520.0 | 7 | yes |
| ultraopt_etpe | 1499.0 | 17 | yes |
| nlopt_esch | 1483.0 | 4 | yes |
| pymoo_unsga3 | 1472.0 | 18 | yes |
| nlopt_isres | 1470.0 | 7 | yes |
| nevergrad_de | 1468.0 | 11 | yes |
| nevergrad_portfolio | 1445.0 | 13 | yes |
| platypus_moead | 1393.0 | 16 | yes |
| scipy_nelder | 1392.0 | 14 | yes |
| ultraopt_random | 1309.0 | 20 | yes |