Optimizer Elo Ratings
Produced by
optimizer-elo-ratings using
the
humpday package. See the
article.
Class of objective functions: portfolio
Dimension 89
Function evaluation limit: 80
| Name | Rating | Games | Active |
|---|
| nevergrad_ngopt4 | 2062.0 | 53 | no |
| nevergrad_ngopt8 | 2037.0 | 38 | no |
| nevergrad_oneplus | 2024.0 | 44 | no |
| scipy_powell | 2013.0 | 303 | yes |
| hyperopt_atpe | 1872.0 | 289 | yes |
| nlopt_esch | 1857.0 | 10 | no |
| hyperopt_tpe | 1840.0 | 292 | yes |
| freelunch_sa_8 | 1838.0 | 10 | no |
| nevergrad_hammersley | 1836.0 | 36 | no |
| optuna_tpe | 1834.0 | 42 | no |
| ultraopt_etpe | 1818.0 | 90 | no |
| nlopt_directr | 1793.0 | 13 | no |
| nevergrad_ngopt | 1751.0 | 23 | no |
| freelunch_sa_21 | 1735.0 | 8 | no |
| hyperopt_rand | 1731.0 | 323 | yes |
| freelunch_sa_3 | 1694.0 | 11 | no |
| nevergrad_portfolio | 1689.0 | 35 | no |
| freelunch_sade_21 | 1671.0 | 5 | no |
| ultraopt_forest | 1649.0 | 115 | no |
| freelunch_de_8 | 1630.0 | 10 | no |
| scipy_slsqp | 1630.0 | 1 | yes |
| freelunch_de_21 | 1621.0 | 8 | no |
| freelunch_sade_8 | 1608.0 | 4 | no |
| optuna_random | 1600 | 43 | no |
| optuna_random_clone_1 | 1600 | 40 | no |
| optuna_random_clone | 1600 | 25 | no |
| optuna_random_clone_2 | 1600 | 21 | no |
| shgo_slsqp_sobol | 1600 | 0 | yes |
| shgo_powell_sobol | 1600 | 0 | yes |
| shgo_nelder_sobol | 1600 | 0 | yes |
| scipy_lbfgsb | 1600 | 0 | yes |
| skopt_gp_default | 1600 | 0 | yes |
| dlib | 1600 | 0 | yes |
| dlib_default | 1600 | 0 | yes |
| scipy_nelder | 1600 | 0 | no |
| 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 |
| 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 |
| freelunch_krillherd_3 | 1600 | 0 | no |
| freelunch_krillherd_8 | 1600 | 0 | no |
| freelunch_sade_3 | 1573.0 | 3 | no |
| nlopt_crs2lm | 1572.0 | 18 | no |
| freelunch_de_3 | 1565.0 | 8 | no |
| freelunch_pso_21 | 1536.0 | 7 | no |
| nlopt_isres | 1505.0 | 10 | no |
| nevergrad_de | 1490.0 | 38 | no |
| freelunch_pso_8 | 1449.0 | 14 | no |
| pymoo_nsga3 | 1405.0 | 16 | no |
| nlopt_direct | 1378.0 | 13 | no |
| freelunch_pso_3 | 1363.0 | 14 | no |
| platypus_moead | 1322.0 | 16 | no |
| nlopt_directl | 1306.0 | 14 | no |
| ultraopt_random | 1174.0 | 94 | no |
| bobyqa_default | 909.0 | 287 | yes |
| bobyqa_noise | 806.0 | 309 | yes |