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: 340
| Name | Rating | Games | Active |
|---|
| bobyqa_noise | 2988.0 | 543 | yes |
| bobyqa_default | 2985.0 | 508 | yes |
| nevergrad_ngopt4 | 2734.0 | 209 | no |
| nevergrad_oneplus | 2716.0 | 202 | no |
| nevergrad_ngopt8 | 2629.0 | 212 | no |
| nlopt_directr | 2392.0 | 165 | no |
| nevergrad_ngopt | 2322.0 | 205 | no |
| nevergrad_hammersley | 2187.0 | 230 | no |
| platypus_epsmoea | 2103.0 | 215 | no |
| ultraopt_etpe | 2040.0 | 173 | no |
| platypus_omopso | 2014.0 | 177 | no |
| scipy_slsqp | 1987.0 | 262 | yes |
| nlopt_esch | 1972.0 | 182 | no |
| optuna_tpe | 1956.0 | 203 | no |
| scipy_nelder | 1906.0 | 16 | no |
| nlopt_direct | 1878.0 | 175 | no |
| nevergrad_de | 1859.0 | 220 | no |
| scipy_powell | 1855.0 | 300 | yes |
| platypus_ibea | 1841.0 | 169 | no |
| freelunch_sade_21 | 1793.0 | 9 | no |
| scipy_lbfgsb | 1767.0 | 6 | yes |
| platypus_evolutionary | 1761.0 | 202 | no |
| platypus_nsgaii | 1759.0 | 158 | no |
| freelunch_de_8 | 1749.0 | 6 | no |
| freelunch_sade_8 | 1737.0 | 8 | no |
| freelunch_sa_21 | 1735.0 | 9 | no |
| freelunch_de_21 | 1713.0 | 6 | no |
| nevergrad_portfolio | 1697.0 | 206 | no |
| platypus_genetic | 1685.0 | 181 | no |
| freelunch_sa_3 | 1680.0 | 8 | no |
| freelunch_pso_21 | 1663.0 | 7 | no |
| freelunch_sa_8 | 1647.0 | 4 | no |
| hyperopt_atpe | 1619.0 | 509 | yes |
| freelunch_de_3 | 1605.0 | 7 | no |
| optuna_random_clone_1 | 1600 | 214 | no |
| optuna_random_clone | 1600 | 212 | no |
| optuna_random_clone_2 | 1600 | 209 | no |
| optuna_random | 1600 | 186 | 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 |
| 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 |
| 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_8 | 1599.0 | 6 | no |
| freelunch_pso_3 | 1533.0 | 6 | no |
| hyperopt_tpe | 1502.0 | 524 | yes |
| hyperopt_rand | 1494.0 | 521 | yes |
| platypus_smpso | 1493.0 | 150 | no |
| freelunch_sade_3 | 1474.0 | 8 | no |
| ultraopt_forest | 1429.0 | 174 | no |
| pymoo_nsga2 | 1417.0 | 171 | no |
| pymoo_nsga3 | 1388.0 | 168 | no |
| pymoo_pattern | 1241.0 | 164 | no |
| nlopt_isres | 1136.0 | 177 | no |
| pymoo_nelder | 1098.0 | 174 | no |
| nlopt_crs2lm | 1096.0 | 180 | no |
| platypus_spea2 | 1070.0 | 172 | no |
| platypus_gde3 | 1033.0 | 202 | no |
| ultraopt_random | 995.0 | 156 | no |
| nlopt_directl | 987.0 | 195 | no |
| nlopt_directo | 864.0 | 190 | no |
| platypus_moead | 864.0 | 166 | no |