Optimizer Elo Ratings
Produced by
optimizer-elo-ratings using
the
humpday package. See the
article.
Class of objective functions: portfolio
Dimension 34
Function evaluation limit: 210
| Name | Rating | Games | Active |
|---|
| bobyqa_default | 2718.0 | 443 | yes |
| bobyqa_noise | 2714.0 | 447 | yes |
| dlib | 2318.0 | 428 | yes |
| dlib_default | 2213.0 | 442 | yes |
| nevergrad_oneplus | 2162.0 | 60 | no |
| nevergrad_ngopt8 | 2099.0 | 53 | no |
| nevergrad_ngopt4 | 2009.0 | 66 | no |
| freelunch_sa_3 | 1950.0 | 20 | no |
| nlopt_directr | 1945.0 | 28 | no |
| scipy_lbfgsb | 1853.0 | 16 | yes |
| nevergrad_ngopt | 1829.0 | 49 | no |
| freelunch_sa_21 | 1811.0 | 13 | no |
| nlopt_direct | 1803.0 | 25 | no |
| scipy_powell | 1793.0 | 421 | yes |
| freelunch_sade_8 | 1784.0 | 13 | no |
| freelunch_sade_21 | 1698.0 | 10 | no |
| scipy_slsqp | 1682.0 | 254 | yes |
| platypus_epsmoea | 1670.0 | 18 | no |
| freelunch_de_8 | 1663.0 | 13 | no |
| ultraopt_etpe | 1661.0 | 124 | no |
| nlopt_esch | 1660.0 | 21 | no |
| nevergrad_hammersley | 1656.0 | 48 | no |
| platypus_genetic | 1646.0 | 24 | no |
| platypus_evolutionary | 1636.0 | 14 | no |
| freelunch_sa_8 | 1617.0 | 6 | no |
| optuna_tpe | 1616.0 | 41 | no |
| platypus_smpso | 1610.0 | 20 | no |
| nevergrad_de | 1603.0 | 51 | no |
| optuna_random_clone_2 | 1600 | 53 | no |
| optuna_random_clone | 1600 | 46 | no |
| optuna_random_clone_1 | 1600 | 44 | no |
| optuna_random | 1600 | 39 | 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 |
| 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_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 |
| freelunch_krillherd_3 | 1600 | 0 | no |
| freelunch_krillherd_8 | 1600 | 0 | no |
| pymoo_nsga3 | 1553.0 | 19 | no |
| platypus_ibea | 1547.0 | 19 | no |
| platypus_omopso | 1546.0 | 25 | no |
| freelunch_pso_21 | 1534.0 | 7 | no |
| platypus_gde3 | 1517.0 | 21 | no |
| freelunch_pso_8 | 1511.0 | 5 | no |
| nevergrad_portfolio | 1498.0 | 48 | no |
| pymoo_pattern | 1489.0 | 18 | no |
| ultraopt_forest | 1473.0 | 144 | no |
| freelunch_pso_3 | 1466.0 | 5 | no |
| freelunch_sade_3 | 1465.0 | 10 | no |
| freelunch_de_3 | 1465.0 | 5 | no |
| pymoo_nelder | 1455.0 | 31 | no |
| freelunch_de_21 | 1444.0 | 16 | no |
| nlopt_crs2lm | 1421.0 | 26 | no |
| platypus_nsgaii | 1420.0 | 25 | no |
| nlopt_isres | 1414.0 | 26 | no |
| pymoo_nsga2 | 1389.0 | 13 | no |
| platypus_spea2 | 1350.0 | 25 | no |
| platypus_moead | 1322.0 | 29 | no |
| nlopt_directo | 1241.0 | 24 | no |
| nlopt_directl | 1216.0 | 25 | no |
| hyperopt_atpe | 1199.0 | 453 | yes |
| hyperopt_tpe | 1160.0 | 454 | yes |
| hyperopt_rand | 1124.0 | 464 | yes |
| ultraopt_random | 942.0 | 155 | no |