Optimizer Elo Ratings
Produced by
optimizer-elo-ratings using
the
humpday package. See the
article.
Class of objective functions: classic
Dimension 02
Function evaluation limit: 30
| Name | Rating | Games | Active |
|---|
| pysot_lcb | 1803.0 | 15 | yes |
| pysot_dycors | 1791.0 | 17 | yes |
| pymoo_pattern | 1755.0 | 7 | yes |
| ax_default | 1738.0 | 12 | yes |
| pysot_srbf | 1722.0 | 15 | yes |
| bayesopt_poi | 1721.0 | 16 | yes |
| shgo_slsqp_sobol | 1716.0 | 6 | yes |
| shgo_powell_sobol | 1715.0 | 4 | yes |
| nlopt_directl | 1709.0 | 4 | yes |
| dlib_default | 1704.0 | 6 | yes |
| nlopt_direct | 1703.0 | 7 | yes |
| nlopt_directr | 1703.0 | 10 | yes |
| nevergrad_ngopt | 1697.0 | 9 | yes |
| bayesopt_ei | 1696.0 | 12 | yes |
| dlib | 1685.0 | 5 | yes |
| nevergrad_ngopt4 | 1682.0 | 10 | yes |
| skopt_gp_default | 1679.0 | 14 | yes |
| nlopt_isres | 1676.0 | 8 | yes |
| optuna_cmaes | 1674.0 | 24 | yes |
| scipy_powell | 1665.0 | 11 | yes |
| ultraopt_random | 1660.0 | 10 | yes |
| shgo_nelder_sobol | 1658.0 | 8 | yes |
| pymoo_nsga2 | 1653.0 | 7 | yes |
| platypus_epsmoea | 1632.0 | 4 | yes |
| optuna_tpe | 1606.0 | 13 | yes |
| pysot_ei | 1604.0 | 11 | yes |
| bobyqa_default | 1603.0 | 1 | yes |
| bayesopt_ucb | 1602.0 | 9 | yes |
| optuna_random | 1600 | 13 | yes |
| optuna_random_clone | 1600 | 13 | yes |
| optuna_random_clone_1 | 1600 | 13 | 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_omopso | 1600 | 0 | yes |
| platypus_smpso | 1600 | 0 | yes |
| platypus_spea2 | 1600 | 0 | yes |
| bobyqa_noise | 1600 | 0 | yes |
| nlopt_ags | 1598.0 | 5 | yes |
| pymoo_nelder | 1590.0 | 12 | yes |
| nlopt_directo | 1586.0 | 7 | yes |
| nlopt_crs2lm | 1578.0 | 13 | yes |
| hyperopt_rand | 1577.0 | 18 | yes |
| hyperopt_atpe | 1572.0 | 13 | yes |
| hyperopt_tpe | 1563.0 | 16 | yes |
| nevergrad_hammersley | 1563.0 | 10 | yes |
| ultraopt_etpe | 1554.0 | 11 | yes |
| pysot_random | 1552.0 | 14 | yes |
| pymoo_nsga3 | 1547.0 | 11 | yes |
| nevergrad_ngopt8 | 1536.0 | 14 | yes |
| nevergrad_de | 1517.0 | 9 | yes |
| platypus_moead | 1517.0 | 7 | yes |
| ultraopt_gbrt | 1513.0 | 3 | yes |
| pymoo_unsga3 | 1509.0 | 21 | yes |
| ultraopt_forest | 1506.0 | 6 | yes |
| nevergrad_portfolio | 1502.0 | 13 | yes |
| scipy_slsqp | 1488.0 | 14 | yes |
| scipy_lbfgsb | 1478.0 | 10 | yes |
| nevergrad_oneplus | 1472.0 | 9 | yes |
| platypus_ibea | 1469.0 | 7 | yes |
| nlopt_esch | 1462.0 | 12 | yes |
| scipy_nelder | 1333.0 | 11 | yes |