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: 130
| Name | Rating | Games | Active |
|---|
| bobyqa_noise | 2884.0 | 522 | yes |
| bobyqa_default | 2793.0 | 482 | yes |
| nevergrad_ngopt4 | 2512.0 | 198 | no |
| nevergrad_oneplus | 2495.0 | 220 | no |
| nevergrad_ngopt8 | 2366.0 | 194 | no |
| nlopt_directr | 2296.0 | 168 | no |
| nevergrad_ngopt | 2265.0 | 199 | no |
| nevergrad_hammersley | 2131.0 | 196 | no |
| optuna_tpe | 1993.0 | 198 | no |
| nlopt_esch | 1977.0 | 194 | no |
| ultraopt_etpe | 1930.0 | 153 | no |
| scipy_powell | 1921.0 | 292 | yes |
| scipy_slsqp | 1915.0 | 247 | yes |
| freelunch_sa_8 | 1796.0 | 6 | no |
| freelunch_sa_3 | 1771.0 | 8 | no |
| freelunch_sade_8 | 1767.0 | 8 | no |
| scipy_lbfgsb | 1740.0 | 10 | yes |
| scipy_nelder | 1739.0 | 7 | no |
| platypus_epsmoea | 1735.0 | 171 | no |
| freelunch_de_8 | 1732.0 | 5 | no |
| freelunch_pso_21 | 1693.0 | 9 | no |
| freelunch_sade_21 | 1649.0 | 7 | no |
| freelunch_sa_21 | 1645.0 | 7 | no |
| freelunch_pso_8 | 1626.0 | 8 | no |
| ultraopt_forest | 1617.0 | 153 | no |
| optuna_random | 1600 | 212 | no |
| optuna_random_clone_1 | 1600 | 212 | no |
| optuna_random_clone | 1600 | 205 | no |
| optuna_random_clone_2 | 1600 | 191 | 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 |
| 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_de_21 | 1561.0 | 9 | no |
| freelunch_sade_3 | 1557.0 | 8 | no |
| hyperopt_rand | 1545.0 | 497 | yes |
| nevergrad_de | 1536.0 | 191 | no |
| freelunch_pso_3 | 1529.0 | 6 | no |
| platypus_genetic | 1518.0 | 175 | no |
| freelunch_de_3 | 1504.0 | 8 | no |
| platypus_nsgaii | 1494.0 | 157 | no |
| nlopt_crs2lm | 1481.0 | 179 | no |
| nevergrad_portfolio | 1472.0 | 198 | no |
| pymoo_nsga2 | 1462.0 | 177 | no |
| platypus_omopso | 1457.0 | 177 | no |
| hyperopt_atpe | 1426.0 | 500 | yes |
| platypus_smpso | 1416.0 | 182 | no |
| platypus_spea2 | 1405.0 | 177 | no |
| platypus_evolutionary | 1400.0 | 172 | no |
| nlopt_isres | 1374.0 | 178 | no |
| hyperopt_tpe | 1368.0 | 473 | yes |
| platypus_ibea | 1352.0 | 147 | no |
| platypus_gde3 | 1343.0 | 167 | no |
| ultraopt_random | 1059.0 | 157 | no |
| pymoo_nsga3 | 930.0 | 177 | no |
| nlopt_direct | 864.0 | 170 | no |
| nlopt_directl | 754.0 | 162 | no |
| platypus_moead | 712.0 | 179 | no |