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: 210
| Name | Rating | Games | Active |
|---|
| bobyqa_default | 2980.0 | 507 | yes |
| bobyqa_noise | 2924.0 | 503 | yes |
| nevergrad_ngopt8 | 2547.0 | 206 | no |
| nevergrad_ngopt4 | 2543.0 | 178 | no |
| nevergrad_oneplus | 2484.0 | 179 | no |
| nevergrad_ngopt | 2323.0 | 169 | no |
| nlopt_directr | 2292.0 | 161 | no |
| platypus_epsmoea | 2082.0 | 165 | no |
| nevergrad_hammersley | 2050.0 | 194 | no |
| nlopt_esch | 1979.0 | 177 | no |
| scipy_powell | 1955.0 | 300 | yes |
| ultraopt_etpe | 1949.0 | 163 | no |
| scipy_slsqp | 1913.0 | 237 | yes |
| platypus_omopso | 1906.0 | 173 | no |
| optuna_tpe | 1849.0 | 177 | no |
| scipy_nelder | 1826.0 | 11 | no |
| scipy_lbfgsb | 1821.0 | 7 | yes |
| freelunch_de_21 | 1800.0 | 9 | no |
| nevergrad_de | 1785.0 | 177 | no |
| nevergrad_portfolio | 1760.0 | 188 | no |
| freelunch_sade_8 | 1721.0 | 4 | no |
| freelunch_sa_21 | 1718.0 | 5 | no |
| freelunch_sade_21 | 1705.0 | 5 | no |
| freelunch_sa_3 | 1694.0 | 3 | no |
| freelunch_sa_8 | 1691.0 | 9 | no |
| freelunch_de_8 | 1689.0 | 8 | no |
| platypus_evolutionary | 1629.0 | 163 | no |
| platypus_ibea | 1614.0 | 179 | no |
| platypus_nsgaii | 1603.0 | 152 | no |
| optuna_random_clone_1 | 1600 | 206 | no |
| optuna_random | 1600 | 193 | no |
| optuna_random_clone | 1600 | 189 | no |
| optuna_random_clone_2 | 1600 | 188 | 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 |
| 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 |
| ultraopt_forest | 1588.0 | 169 | no |
| freelunch_pso_21 | 1582.0 | 7 | no |
| freelunch_pso_8 | 1571.0 | 5 | no |
| hyperopt_tpe | 1569.0 | 508 | yes |
| hyperopt_atpe | 1506.0 | 510 | yes |
| platypus_genetic | 1499.0 | 175 | no |
| freelunch_pso_3 | 1496.0 | 5 | no |
| freelunch_sade_3 | 1495.0 | 15 | no |
| hyperopt_rand | 1476.0 | 515 | yes |
| platypus_smpso | 1421.0 | 170 | no |
| freelunch_de_3 | 1419.0 | 10 | no |
| nlopt_direct | 1373.0 | 167 | no |
| pymoo_nsga2 | 1367.0 | 181 | no |
| nlopt_isres | 1366.0 | 153 | no |
| nlopt_crs2lm | 1317.0 | 148 | no |
| platypus_spea2 | 1166.0 | 186 | no |
| pymoo_nsga3 | 1161.0 | 176 | no |
| platypus_gde3 | 1147.0 | 168 | no |
| ultraopt_random | 963.0 | 149 | no |
| platypus_moead | 781.0 | 169 | no |
| nlopt_directl | 740.0 | 169 | no |
| nlopt_directo | 666.0 | 168 | no |