Optimizer Elo Ratings
Produced by
optimizer-elo-ratings using
the
humpday package. See the
article.
Class of objective functions: all
Dimension 55
Function evaluation limit: 210
| Name | Rating | Games | Active |
|---|
| bobyqa_default | 2909.0 | 460 | yes |
| bobyqa_noise | 2853.0 | 457 | yes |
| nevergrad_ngopt8 | 2446.0 | 150 | no |
| nevergrad_ngopt4 | 2423.0 | 132 | no |
| nevergrad_oneplus | 2380.0 | 134 | no |
| nlopt_directr | 2213.0 | 121 | no |
| nevergrad_ngopt | 2189.0 | 126 | no |
| platypus_epsmoea | 2044.0 | 113 | no |
| nevergrad_hammersley | 1984.0 | 150 | no |
| nlopt_esch | 1927.0 | 131 | no |
| scipy_powell | 1900.0 | 300 | yes |
| platypus_omopso | 1868.0 | 129 | no |
| scipy_slsqp | 1859.0 | 225 | yes |
| ultraopt_etpe | 1858.0 | 123 | no |
| scipy_lbfgsb | 1813.0 | 7 | yes |
| freelunch_de_21 | 1802.0 | 9 | no |
| optuna_tpe | 1788.0 | 134 | no |
| nevergrad_portfolio | 1753.0 | 142 | no |
| nevergrad_de | 1748.0 | 129 | no |
| freelunch_sade_8 | 1719.0 | 4 | no |
| freelunch_sa_21 | 1713.0 | 5 | no |
| freelunch_sade_21 | 1703.0 | 5 | no |
| freelunch_de_8 | 1700.0 | 8 | no |
| freelunch_sa_3 | 1693.0 | 3 | no |
| freelunch_sa_8 | 1682.0 | 9 | no |
| platypus_evolutionary | 1616.0 | 122 | no |
| optuna_random_clone_1 | 1600 | 160 | no |
| optuna_random | 1600 | 143 | no |
| optuna_random_clone_2 | 1600 | 143 | no |
| optuna_random_clone | 1600 | 137 | no |
| shgo_slsqp_sobol | 1600 | 0 | yes |
| shgo_powell_sobol | 1600 | 0 | yes |
| shgo_nelder_sobol | 1600 | 0 | yes |
| skopt_gp_default | 1600 | 0 | yes |
| dlib | 1600 | 0 | yes |
| dlib_default | 1600 | 0 | yes |
| pysot_ei | 1600 | 0 | no |
| pysot_lcb | 1600 | 0 | no |
| pysot_random | 1600 | 0 | no |
| pysot_srbf | 1600 | 0 | no |
| pysot_dycors | 1600 | 0 | no |
| ax_default | 1600 | 0 | no |
| optuna_cmaes | 1600 | 0 | no |
| platypus_cmaes | 1600 | 0 | no |
| pymoo_nelder | 1600 | 0 | no |
| pymoo_unsga3 | 1600 | 0 | no |
| pymoo_pattern | 1600 | 0 | no |
| bayesopt_ucb | 1600 | 0 | no |
| bayesopt_ei | 1600 | 0 | no |
| bayesopt_poi | 1600 | 0 | no |
| nlopt_ags | 1600 | 0 | no |
| ultraopt_gbrt | 1600 | 0 | no |
| hebo_sequential | 1600 | 0 | no |
| hebo_batch | 1600 | 0 | no |
| hebo_sequential | 1600 | 0 | no |
| hebo_batch | 1600 | 0 | no |
| freelunch_krillherd_3 | 1600 | 0 | no |
| freelunch_krillherd_8 | 1600 | 0 | no |
| platypus_ibea | 1598.0 | 136 | no |
| freelunch_pso_21 | 1581.0 | 7 | no |
| freelunch_pso_8 | 1565.0 | 5 | no |
| platypus_nsgaii | 1552.0 | 118 | no |
| ultraopt_forest | 1540.0 | 125 | no |
| hyperopt_tpe | 1515.0 | 472 | yes |
| platypus_genetic | 1515.0 | 132 | no |
| freelunch_pso_3 | 1493.0 | 5 | no |
| freelunch_sade_3 | 1490.0 | 15 | no |
| hyperopt_atpe | 1452.0 | 463 | yes |
| hyperopt_rand | 1423.0 | 474 | yes |
| platypus_smpso | 1423.0 | 119 | no |
| nlopt_direct | 1422.0 | 127 | no |
| freelunch_de_3 | 1406.0 | 10 | no |
| nlopt_isres | 1403.0 | 102 | no |
| pymoo_nsga2 | 1396.0 | 133 | no |
| nlopt_crs2lm | 1305.0 | 110 | no |
| platypus_spea2 | 1227.0 | 136 | no |
| pymoo_nsga3 | 1215.0 | 121 | no |
| platypus_gde3 | 1179.0 | 117 | no |
| ultraopt_random | 1037.0 | 110 | no |
| platypus_moead | 910.0 | 125 | no |
| nlopt_directl | 815.0 | 132 | no |
| nlopt_directo | 805.0 | 116 | no |