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: 80
| Name | Rating | Games | Active |
|---|
| bobyqa_default | 2018.0 | 31 | yes |
| bobyqa_noise | 1930.0 | 26 | yes |
| dlib | 1877.0 | 22 | yes |
| nevergrad_ngopt4 | 1825.0 | 23 | yes |
| nlopt_directr | 1810.0 | 23 | yes |
| dlib_default | 1802.0 | 24 | yes |
| nevergrad_ngopt | 1735.0 | 25 | yes |
| hyperopt_atpe | 1715.0 | 31 | yes |
| scipy_lbfgsb | 1698.0 | 12 | yes |
| nevergrad_ngopt8 | 1674.0 | 23 | yes |
| nlopt_direct | 1671.0 | 23 | yes |
| ultraopt_forest | 1658.0 | 22 | yes |
| optuna_tpe | 1653.0 | 26 | yes |
| hyperopt_tpe | 1641.0 | 23 | yes |
| shgo_powell_sobol | 1630.0 | 1 | yes |
| optuna_cmaes | 1629.0 | 1 | yes |
| nlopt_esch | 1618.0 | 20 | yes |
| nevergrad_oneplus | 1616.0 | 14 | yes |
| scipy_powell | 1611.0 | 2 | yes |
| optuna_random_clone_2 | 1600 | 28 | yes |
| optuna_random_clone | 1600 | 23 | yes |
| optuna_random_clone_1 | 1600 | 20 | yes |
| optuna_random | 1600 | 13 | yes |
| shgo_slsqp_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 |
| pysot_srbf | 1600 | 0 | yes |
| ax_default | 1600 | 0 | 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_unsga3 | 1600 | 0 | yes |
| pymoo_nsga2 | 1600 | 0 | yes |
| skopt_gp_default | 1600 | 0 | yes |
| ultraopt_gbrt | 1600 | 0 | yes |
| bayesopt_ucb | 1600 | 0 | yes |
| bayesopt_ei | 1600 | 0 | yes |
| bayesopt_poi | 1600 | 0 | yes |
| nlopt_ags | 1600 | 0 | yes |
| nlopt_directl | 1600.0 | 30 | yes |
| nlopt_isres | 1584.0 | 24 | yes |
| nlopt_directo | 1582.0 | 22 | yes |
| pysot_dycors | 1570.0 | 1 | yes |
| pymoo_pattern | 1569.0 | 31 | yes |
| ultraopt_random | 1566.0 | 15 | yes |
| hyperopt_rand | 1557.0 | 28 | yes |
| pymoo_nelder | 1537.0 | 27 | yes |
| nlopt_crs2lm | 1529.0 | 24 | yes |
| nevergrad_portfolio | 1526.0 | 21 | yes |
| ultraopt_etpe | 1514.0 | 25 | yes |
| pymoo_nsga3 | 1478.0 | 24 | yes |
| nevergrad_hammersley | 1471.0 | 20 | yes |
| scipy_slsqp | 1437.0 | 15 | yes |
| nevergrad_de | 1426.0 | 19 | yes |
| scipy_nelder | 1341.0 | 21 | yes |
| platypus_moead | 1237.0 | 33 | yes |