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: 80
| Name | Rating | Games | Active |
|---|
| pymoo_pattern | 1840.0 | 19 | yes |
| pymoo_nelder | 1827.0 | 15 | yes |
| shgo_nelder_sobol | 1827.0 | 21 | yes |
| pysot_dycors | 1826.0 | 20 | yes |
| shgo_powell_sobol | 1803.0 | 16 | yes |
| pysot_lcb | 1770.0 | 21 | yes |
| ultraopt_etpe | 1770.0 | 17 | yes |
| ax_default | 1759.0 | 23 | yes |
| pysot_srbf | 1754.0 | 18 | yes |
| skopt_gp_default | 1753.0 | 16 | yes |
| dlib | 1747.0 | 15 | yes |
| bayesopt_poi | 1743.0 | 13 | yes |
| scipy_lbfgsb | 1740.0 | 20 | yes |
| scipy_powell | 1728.0 | 21 | yes |
| bobyqa_default | 1715.0 | 7 | yes |
| optuna_cmaes | 1713.0 | 22 | yes |
| nlopt_directl | 1713.0 | 10 | yes |
| nlopt_directr | 1673.0 | 13 | yes |
| pysot_ei | 1673.0 | 16 | yes |
| nlopt_directo | 1663.0 | 14 | yes |
| nlopt_direct | 1639.0 | 8 | yes |
| bayesopt_ei | 1632.0 | 20 | yes |
| ultraopt_forest | 1629.0 | 11 | yes |
| bayesopt_ucb | 1628.0 | 18 | yes |
| nevergrad_oneplus | 1624.0 | 29 | yes |
| nevergrad_ngopt8 | 1618.0 | 16 | yes |
| nevergrad_ngopt | 1611.0 | 22 | yes |
| scipy_slsqp | 1610.0 | 19 | yes |
| pymoo_nsga3 | 1602.0 | 22 | yes |
| optuna_random | 1600 | 26 | yes |
| optuna_random_clone_2 | 1600 | 15 | yes |
| optuna_random_clone | 1600 | 12 | yes |
| optuna_random_clone_1 | 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_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 |
| dlib_default | 1600 | 0 | yes |
| bobyqa_noise | 1595.0 | 10 | yes |
| optuna_tpe | 1578.0 | 16 | yes |
| pymoo_unsga3 | 1570.0 | 23 | yes |
| nlopt_isres | 1564.0 | 11 | yes |
| hyperopt_tpe | 1552.0 | 24 | yes |
| ultraopt_gbrt | 1552.0 | 11 | yes |
| nevergrad_ngopt4 | 1529.0 | 24 | yes |
| shgo_slsqp_sobol | 1499.0 | 19 | yes |
| hyperopt_rand | 1469.0 | 17 | yes |
| hyperopt_atpe | 1462.0 | 18 | yes |
| nevergrad_portfolio | 1453.0 | 9 | yes |
| nlopt_crs2lm | 1451.0 | 22 | yes |
| nlopt_ags | 1444.0 | 15 | yes |
| ultraopt_random | 1444.0 | 20 | yes |
| nevergrad_hammersley | 1426.0 | 18 | yes |
| pysot_random | 1402.0 | 19 | yes |
| nevergrad_de | 1391.0 | 15 | yes |
| scipy_nelder | 1388.0 | 17 | yes |
| nlopt_esch | 1387.0 | 11 | yes |
| platypus_moead | 1302.0 | 24 | yes |