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: 340
| Name | Rating | Games | Active |
|---|
| pysot_srbf | 1881.0 | 13 | yes |
| nevergrad_ngopt4 | 1858.0 | 24 | yes |
| pymoo_pattern | 1853.0 | 21 | yes |
| hyperopt_tpe | 1823.0 | 19 | yes |
| nlopt_directl | 1807.0 | 8 | yes |
| pymoo_nelder | 1798.0 | 13 | yes |
| optuna_cmaes | 1796.0 | 15 | yes |
| pysot_dycors | 1789.0 | 25 | yes |
| shgo_powell_sobol | 1787.0 | 10 | yes |
| dlib | 1779.0 | 18 | yes |
| shgo_slsqp_sobol | 1771.0 | 14 | yes |
| pymoo_unsga3 | 1762.0 | 29 | yes |
| scipy_lbfgsb | 1748.0 | 18 | yes |
| optuna_tpe | 1739.0 | 15 | yes |
| scipy_powell | 1738.0 | 15 | yes |
| pymoo_nsga3 | 1729.0 | 14 | yes |
| nevergrad_ngopt8 | 1729.0 | 14 | yes |
| bobyqa_default | 1720.0 | 8 | yes |
| skopt_gp_default | 1714.0 | 16 | yes |
| nlopt_directr | 1703.0 | 9 | yes |
| bayesopt_ei | 1702.0 | 14 | yes |
| nlopt_direct | 1697.0 | 13 | yes |
| shgo_nelder_sobol | 1693.0 | 14 | yes |
| nevergrad_ngopt | 1687.0 | 19 | yes |
| nlopt_esch | 1678.0 | 12 | yes |
| ultraopt_forest | 1677.0 | 10 | yes |
| pysot_lcb | 1660.0 | 21 | yes |
| bobyqa_noise | 1658.0 | 5 | yes |
| hyperopt_rand | 1627.0 | 19 | yes |
| optuna_random | 1600 | 23 | yes |
| optuna_random_clone_1 | 1600 | 23 | yes |
| optuna_random_clone | 1600 | 21 | yes |
| optuna_random_clone_2 | 1600 | 13 | yes |
| dlib_default | 1600 | 0 | yes |
| pysot_ei | 1599.0 | 22 | yes |
| nlopt_isres | 1593.0 | 7 | yes |
| nlopt_directo | 1591.0 | 6 | yes |
| bayesopt_ucb | 1591.0 | 25 | yes |
| ultraopt_gbrt | 1590.0 | 8 | yes |
| ultraopt_etpe | 1588.0 | 22 | yes |
| nevergrad_oneplus | 1585.0 | 12 | yes |
| ax_default | 1578.0 | 7 | yes |
| bayesopt_poi | 1564.0 | 8 | yes |
| hyperopt_atpe | 1558.0 | 19 | yes |
| nlopt_crs2lm | 1553.0 | 9 | yes |
| scipy_slsqp | 1550.0 | 14 | yes |
| platypus_gde3 | 1546.0 | 14 | yes |
| nlopt_ags | 1544.0 | 13 | yes |
| platypus_ibea | 1543.0 | 23 | yes |
| platypus_moead | 1533.0 | 14 | yes |
| platypus_epsmoea | 1529.0 | 22 | yes |
| nevergrad_de | 1519.0 | 18 | yes |
| platypus_smpso | 1512.0 | 24 | yes |
| platypus_cmaes | 1499.0 | 22 | yes |
| platypus_omopso | 1497.0 | 22 | yes |
| nevergrad_hammersley | 1427.0 | 28 | yes |
| ultraopt_random | 1411.0 | 17 | yes |
| nevergrad_portfolio | 1399.0 | 18 | yes |
| pysot_random | 1379.0 | 13 | yes |
| pymoo_nsga2 | 1379.0 | 15 | yes |
| platypus_nsgaii | 1372.0 | 19 | yes |
| platypus_genetic | 1367.0 | 20 | yes |
| platypus_evolutionary | 1366.0 | 29 | yes |
| scipy_nelder | 1347.0 | 20 | yes |
| platypus_spea2 | 1310.0 | 24 | yes |