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: 80
| Name | Rating | Games | Active |
|---|
| nevergrad_ngopt8 | 2367.0 | 138 | no |
| nevergrad_oneplus | 2344.0 | 134 | no |
| nevergrad_ngopt4 | 2294.0 | 116 | no |
| nlopt_directr | 2227.0 | 101 | no |
| nevergrad_ngopt | 2106.0 | 133 | no |
| nevergrad_hammersley | 2059.0 | 142 | no |
| optuna_tpe | 1895.0 | 117 | no |
| nlopt_esch | 1885.0 | 107 | no |
| scipy_powell | 1883.0 | 348 | yes |
| ultraopt_etpe | 1883.0 | 118 | no |
| freelunch_sa_21 | 1807.0 | 11 | no |
| freelunch_de_8 | 1796.0 | 13 | no |
| scipy_lbfgsb | 1741.0 | 8 | yes |
| hyperopt_rand | 1730.0 | 429 | yes |
| scipy_slsqp | 1713.0 | 219 | yes |
| freelunch_sa_3 | 1692.0 | 9 | no |
| freelunch_pso_21 | 1692.0 | 10 | no |
| nevergrad_portfolio | 1685.0 | 121 | no |
| freelunch_sade_21 | 1674.0 | 4 | no |
| freelunch_sa_8 | 1673.0 | 4 | no |
| freelunch_sade_8 | 1657.0 | 7 | no |
| hyperopt_atpe | 1636.0 | 427 | yes |
| nlopt_isres | 1607.0 | 76 | no |
| optuna_random_clone_1 | 1600 | 135 | no |
| optuna_random_clone_2 | 1600 | 134 | no |
| optuna_random_clone | 1600 | 131 | no |
| optuna_random | 1600 | 115 | 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 |
| 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 |
| 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 |
| nevergrad_de | 1597.0 | 125 | no |
| freelunch_pso_3 | 1583.0 | 9 | no |
| freelunch_de_21 | 1554.0 | 5 | no |
| hyperopt_tpe | 1534.0 | 391 | yes |
| ultraopt_forest | 1514.0 | 90 | no |
| freelunch_de_3 | 1500.0 | 6 | no |
| freelunch_pso_8 | 1484.0 | 8 | no |
| nlopt_crs2lm | 1480.0 | 99 | no |
| freelunch_sade_3 | 1378.0 | 11 | no |
| ultraopt_random | 1249.0 | 108 | no |
| pymoo_nsga3 | 1173.0 | 95 | no |
| nlopt_direct | 1129.0 | 87 | no |
| nlopt_directl | 1084.0 | 106 | no |
| platypus_moead | 1066.0 | 93 | no |
| bobyqa_noise | 1014.0 | 412 | yes |
| bobyqa_default | 964.0 | 438 | yes |