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: 550
| Name | Rating | Games | Active |
|---|
| bobyqa_default | 2952.0 | 487 | yes |
| bobyqa_noise | 2894.0 | 487 | yes |
| nevergrad_ngopt4 | 2739.0 | 217 | no |
| nevergrad_ngopt8 | 2685.0 | 206 | no |
| nevergrad_oneplus | 2652.0 | 206 | no |
| pymoo_pattern | 2516.0 | 162 | no |
| nevergrad_ngopt | 2450.0 | 188 | no |
| nlopt_directr | 2360.0 | 190 | no |
| nevergrad_hammersley | 2177.0 | 207 | no |
| platypus_epsmoea | 2156.0 | 191 | no |
| nevergrad_de | 2008.0 | 206 | no |
| scipy_slsqp | 1966.0 | 317 | yes |
| nlopt_esch | 1955.0 | 165 | no |
| platypus_nsgaii | 1947.0 | 191 | no |
| platypus_evolutionary | 1946.0 | 169 | no |
| ultraopt_etpe | 1902.0 | 160 | no |
| scipy_powell | 1888.0 | 313 | yes |
| nlopt_direct | 1875.0 | 173 | no |
| platypus_ibea | 1874.0 | 167 | no |
| scipy_nelder | 1831.0 | 13 | no |
| optuna_tpe | 1828.0 | 190 | no |
| scipy_lbfgsb | 1817.0 | 7 | yes |
| platypus_omopso | 1811.0 | 165 | no |
| freelunch_sa_21 | 1802.0 | 7 | no |
| freelunch_sade_8 | 1764.0 | 8 | no |
| platypus_genetic | 1755.0 | 170 | no |
| pymoo_nsga3 | 1752.0 | 176 | no |
| platypus_smpso | 1687.0 | 189 | no |
| freelunch_de_21 | 1683.0 | 3 | no |
| freelunch_pso_21 | 1662.0 | 5 | no |
| freelunch_de_8 | 1650.0 | 9 | no |
| freelunch_sade_21 | 1628.0 | 8 | no |
| freelunch_sa_3 | 1613.0 | 8 | no |
| optuna_random_clone_2 | 1600 | 242 | no |
| optuna_random | 1600 | 211 | no |
| optuna_random_clone | 1600 | 208 | no |
| optuna_random_clone_1 | 1600 | 202 | 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_sa_8 | 1592.0 | 9 | no |
| freelunch_de_3 | 1565.0 | 6 | no |
| nevergrad_portfolio | 1556.0 | 193 | no |
| freelunch_sade_3 | 1555.0 | 4 | no |
| hyperopt_tpe | 1553.0 | 519 | yes |
| freelunch_pso_3 | 1545.0 | 4 | no |
| freelunch_pso_8 | 1520.0 | 4 | no |
| hyperopt_rand | 1457.0 | 541 | yes |
| hyperopt_atpe | 1454.0 | 476 | yes |
| pymoo_nsga2 | 1420.0 | 190 | no |
| ultraopt_forest | 1279.0 | 151 | no |
| platypus_moead | 1212.0 | 190 | no |
| platypus_spea2 | 1211.0 | 180 | no |
| nlopt_isres | 1167.0 | 191 | no |
| nlopt_crs2lm | 1131.0 | 174 | no |
| platypus_gde3 | 1099.0 | 169 | no |
| nlopt_directl | 1057.0 | 179 | no |
| pymoo_nelder | 957.0 | 199 | no |
| ultraopt_random | 856.0 | 146 | no |
| nlopt_directo | 800.0 | 178 | no |