Optimizer Elo Ratings
Produced by
optimizer-elo-ratings using
the
humpday package. See the
article.
Class of objective functions: portfolio
Dimension 55
Function evaluation limit: 80
| Name | Rating | Games | Active |
|---|
| nevergrad_ngopt8 | 2418.0 | 163 | no |
| nevergrad_oneplus | 2402.0 | 170 | no |
| nevergrad_ngopt4 | 2367.0 | 150 | no |
| nlopt_directr | 2297.0 | 128 | no |
| nevergrad_ngopt | 2182.0 | 164 | no |
| nevergrad_hammersley | 2090.0 | 169 | no |
| optuna_tpe | 1918.0 | 140 | no |
| ultraopt_etpe | 1917.0 | 148 | no |
| nlopt_esch | 1902.0 | 120 | no |
| scipy_powell | 1871.0 | 348 | yes |
| freelunch_sa_21 | 1813.0 | 11 | no |
| freelunch_de_8 | 1796.0 | 13 | no |
| scipy_nelder | 1753.0 | 8 | no |
| scipy_lbfgsb | 1739.0 | 8 | yes |
| hyperopt_rand | 1717.0 | 445 | yes |
| scipy_slsqp | 1701.0 | 232 | yes |
| freelunch_sa_3 | 1699.0 | 9 | no |
| freelunch_pso_21 | 1695.0 | 10 | no |
| freelunch_sade_21 | 1677.0 | 4 | no |
| nevergrad_portfolio | 1676.0 | 152 | no |
| freelunch_sa_8 | 1674.0 | 4 | no |
| freelunch_sade_8 | 1662.0 | 7 | no |
| hyperopt_atpe | 1622.0 | 449 | yes |
| optuna_random_clone_1 | 1600 | 168 | no |
| optuna_random_clone_2 | 1600 | 161 | no |
| optuna_random_clone | 1600 | 155 | no |
| optuna_random | 1600 | 145 | 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_genetic | 1600 | 0 | no |
| platypus_evolutionary | 1600 | 0 | no |
| platypus_nsgaii | 1600 | 0 | no |
| platypus_cmaes | 1600 | 0 | no |
| platypus_gde3 | 1600 | 0 | no |
| platypus_ibea | 1600 | 0 | no |
| platypus_omopso | 1600 | 0 | no |
| platypus_smpso | 1600 | 0 | no |
| platypus_spea2 | 1600 | 0 | no |
| platypus_epsmoea | 1600 | 0 | no |
| pymoo_nelder | 1600 | 0 | no |
| pymoo_unsga3 | 1600 | 0 | no |
| pymoo_pattern | 1600 | 0 | no |
| pymoo_nsga2 | 1600 | 0 | no |
| ultraopt_gbrt | 1600 | 0 | no |
| bayesopt_ucb | 1600 | 0 | no |
| bayesopt_ei | 1600 | 0 | no |
| bayesopt_poi | 1600 | 0 | no |
| nlopt_ags | 1600 | 0 | no |
| nlopt_directo | 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_pso_3 | 1588.0 | 9 | no |
| nevergrad_de | 1564.0 | 145 | no |
| freelunch_de_21 | 1562.0 | 5 | no |
| ultraopt_forest | 1541.0 | 118 | no |
| hyperopt_tpe | 1521.0 | 418 | yes |
| freelunch_de_3 | 1501.0 | 6 | no |
| nlopt_isres | 1490.0 | 101 | no |
| freelunch_pso_8 | 1488.0 | 8 | no |
| nlopt_crs2lm | 1486.0 | 123 | no |
| freelunch_sade_3 | 1378.0 | 11 | no |
| ultraopt_random | 1224.0 | 137 | no |
| nlopt_direct | 1101.0 | 108 | no |
| pymoo_nsga3 | 1089.0 | 121 | no |
| nlopt_directl | 1030.0 | 133 | no |
| bobyqa_noise | 994.0 | 436 | yes |
| platypus_moead | 975.0 | 120 | no |
| bobyqa_default | 945.0 | 459 | yes |