Optimizer Elo Ratings
Produced by
optimizer-elo-ratings using
the
humpday package. See the
article.
Class of objective functions: classic
Dimension 13
Function evaluation limit: 340
| Name | Rating | Games | Active |
|---|
| pymoo_pattern | 1979.0 | 34 | yes |
| nlopt_directr | 1940.0 | 30 | yes |
| nevergrad_ngopt | 1901.0 | 30 | yes |
| nlopt_direct | 1870.0 | 36 | yes |
| bobyqa_noise | 1864.0 | 39 | yes |
| scipy_powell | 1856.0 | 35 | yes |
| dlib | 1841.0 | 22 | yes |
| nevergrad_ngopt8 | 1835.0 | 35 | yes |
| nevergrad_oneplus | 1805.0 | 32 | yes |
| pymoo_nsga3 | 1803.0 | 38 | yes |
| bobyqa_default | 1787.0 | 26 | yes |
| pymoo_nelder | 1778.0 | 34 | yes |
| nlopt_directl | 1764.0 | 36 | yes |
| hyperopt_rand | 1744.0 | 34 | yes |
| platypus_smpso | 1723.0 | 26 | yes |
| ultraopt_etpe | 1717.0 | 26 | yes |
| scipy_lbfgsb | 1708.0 | 14 | yes |
| hyperopt_atpe | 1689.0 | 29 | yes |
| scipy_slsqp | 1661.0 | 26 | yes |
| dlib_default | 1647.0 | 33 | yes |
| nlopt_esch | 1641.0 | 33 | yes |
| hyperopt_tpe | 1636.0 | 40 | yes |
| bayesopt_poi | 1631.0 | 1 | yes |
| pysot_dycors | 1630.0 | 1 | yes |
| ax_default | 1630.0 | 1 | yes |
| optuna_random_clone | 1600 | 35 | yes |
| optuna_random_clone_1 | 1600 | 32 | yes |
| optuna_random_clone_2 | 1600 | 32 | yes |
| optuna_random | 1600 | 24 | yes |
| shgo_slsqp_sobol | 1600 | 0 | yes |
| shgo_powell_sobol | 1600 | 0 | yes |
| shgo_nelder_sobol | 1600 | 0 | yes |
| pysot_ei | 1600 | 0 | yes |
| pysot_lcb | 1600 | 0 | yes |
| pysot_random | 1600 | 0 | yes |
| optuna_cmaes | 1600 | 0 | yes |
| platypus_cmaes | 1600 | 0 | yes |
| pymoo_unsga3 | 1600 | 0 | yes |
| skopt_gp_default | 1600 | 0 | yes |
| ultraopt_gbrt | 1600 | 0 | yes |
| bayesopt_ucb | 1600 | 0 | yes |
| nlopt_ags | 1600 | 0 | yes |
| nlopt_directo | 1598.0 | 35 | yes |
| optuna_tpe | 1595.0 | 23 | yes |
| nevergrad_de | 1579.0 | 30 | yes |
| platypus_omopso | 1578.0 | 28 | yes |
| platypus_moead | 1576.0 | 33 | yes |
| nevergrad_ngopt4 | 1574.0 | 24 | yes |
| pysot_srbf | 1571.0 | 1 | yes |
| bayesopt_ei | 1570.0 | 1 | yes |
| nevergrad_portfolio | 1557.0 | 31 | yes |
| nlopt_crs2lm | 1535.0 | 34 | yes |
| pymoo_nsga2 | 1531.0 | 21 | yes |
| ultraopt_forest | 1517.0 | 32 | yes |
| platypus_epsmoea | 1508.0 | 33 | yes |
| nlopt_isres | 1455.0 | 37 | yes |
| platypus_gde3 | 1447.0 | 33 | yes |
| platypus_nsgaii | 1440.0 | 35 | yes |
| platypus_ibea | 1422.0 | 29 | yes |
| platypus_genetic | 1396.0 | 30 | yes |
| nevergrad_hammersley | 1393.0 | 25 | yes |
| platypus_evolutionary | 1323.0 | 31 | yes |
| platypus_spea2 | 1321.0 | 35 | yes |
| ultraopt_random | 1315.0 | 33 | yes |
| scipy_nelder | 1270.0 | 34 | yes |