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: 340
| Name | Rating | Games | Active |
|---|
| bobyqa_noise | 2932.0 | 506 | yes |
| bobyqa_default | 2927.0 | 465 | yes |
| nevergrad_ngopt4 | 2649.0 | 175 | no |
| nevergrad_oneplus | 2606.0 | 161 | no |
| nevergrad_ngopt8 | 2559.0 | 181 | no |
| nlopt_directr | 2341.0 | 138 | no |
| nevergrad_ngopt | 2259.0 | 175 | no |
| nevergrad_hammersley | 2147.0 | 192 | no |
| platypus_epsmoea | 2048.0 | 169 | no |
| platypus_omopso | 1978.0 | 141 | no |
| ultraopt_etpe | 1969.0 | 127 | no |
| scipy_slsqp | 1948.0 | 239 | yes |
| nlopt_esch | 1904.0 | 143 | no |
| optuna_tpe | 1898.0 | 159 | no |
| nlopt_direct | 1887.0 | 132 | no |
| nevergrad_de | 1815.0 | 196 | no |
| scipy_powell | 1814.0 | 300 | yes |
| freelunch_sade_21 | 1789.0 | 9 | no |
| platypus_ibea | 1787.0 | 136 | no |
| scipy_lbfgsb | 1762.0 | 6 | yes |
| freelunch_de_8 | 1752.0 | 6 | no |
| platypus_nsgaii | 1737.0 | 125 | no |
| freelunch_sade_8 | 1732.0 | 8 | no |
| freelunch_sa_21 | 1731.0 | 9 | no |
| platypus_evolutionary | 1720.0 | 168 | no |
| freelunch_de_21 | 1709.0 | 6 | no |
| nevergrad_portfolio | 1694.0 | 169 | no |
| freelunch_sa_3 | 1672.0 | 8 | no |
| freelunch_pso_21 | 1660.0 | 7 | no |
| freelunch_sa_8 | 1654.0 | 4 | no |
| platypus_genetic | 1643.0 | 138 | no |
| optuna_random_clone_2 | 1600 | 178 | no |
| optuna_random_clone | 1600 | 176 | no |
| optuna_random_clone_1 | 1600 | 167 | no |
| optuna_random | 1600 | 150 | 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_unsga3 | 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 |
| freelunch_de_3 | 1596.0 | 7 | no |
| freelunch_pso_8 | 1591.0 | 6 | no |
| hyperopt_atpe | 1580.0 | 474 | yes |
| freelunch_pso_3 | 1530.0 | 6 | no |
| platypus_smpso | 1496.0 | 118 | no |
| freelunch_sade_3 | 1477.0 | 8 | no |
| hyperopt_tpe | 1463.0 | 481 | yes |
| hyperopt_rand | 1455.0 | 499 | yes |
| ultraopt_forest | 1412.0 | 131 | no |
| pymoo_nsga3 | 1380.0 | 133 | no |
| pymoo_nsga2 | 1379.0 | 142 | no |
| pymoo_pattern | 1254.0 | 142 | no |
| nlopt_isres | 1160.0 | 145 | no |
| pymoo_nelder | 1117.0 | 146 | no |
| nlopt_crs2lm | 1117.0 | 140 | no |
| platypus_spea2 | 1116.0 | 144 | no |
| platypus_gde3 | 1076.0 | 159 | no |
| ultraopt_random | 1063.0 | 116 | no |
| nlopt_directl | 1059.0 | 157 | no |
| nlopt_directo | 939.0 | 155 | no |
| platypus_moead | 903.0 | 135 | no |