Optimizer Elo Ratings
Produced by
optimizer-elo-ratings using
the
humpday package. See the
article.
Class of objective functions: classic
Dimension 34
Function evaluation limit: 130
| Name | Rating | Games | Active |
|---|
| bobyqa_noise | 1940.0 | 37 | yes |
| nevergrad_ngopt8 | 1918.0 | 30 | yes |
| dlib | 1903.0 | 23 | yes |
| nlopt_directr | 1867.0 | 27 | yes |
| dlib_default | 1861.0 | 24 | yes |
| nevergrad_ngopt4 | 1844.0 | 30 | yes |
| nevergrad_oneplus | 1818.0 | 14 | yes |
| bobyqa_default | 1817.0 | 25 | yes |
| nevergrad_ngopt | 1802.0 | 37 | yes |
| nlopt_directl | 1742.0 | 34 | yes |
| optuna_tpe | 1742.0 | 29 | yes |
| nlopt_isres | 1704.0 | 29 | yes |
| ultraopt_forest | 1699.0 | 19 | yes |
| hyperopt_atpe | 1692.0 | 33 | yes |
| hyperopt_rand | 1656.0 | 19 | yes |
| hyperopt_tpe | 1639.0 | 25 | yes |
| nlopt_crs2lm | 1639.0 | 20 | yes |
| nlopt_direct | 1612.0 | 24 | yes |
| scipy_lbfgsb | 1604.0 | 4 | yes |
| optuna_random | 1600 | 30 | yes |
| optuna_random_clone_1 | 1600 | 28 | yes |
| optuna_random_clone_2 | 1600 | 23 | yes |
| optuna_random_clone | 1600 | 19 | yes |
| shgo_slsqp_sobol | 1600 | 0 | yes |
| shgo_powell_sobol | 1600 | 0 | yes |
| shgo_nelder_sobol | 1600 | 0 | yes |
| scipy_powell | 1600 | 0 | yes |
| pysot_ei | 1600 | 0 | yes |
| pysot_lcb | 1600 | 0 | yes |
| pysot_random | 1600 | 0 | yes |
| pysot_srbf | 1600 | 0 | yes |
| pysot_dycors | 1600 | 0 | yes |
| ax_default | 1600 | 0 | yes |
| optuna_cmaes | 1600 | 0 | yes |
| platypus_cmaes | 1600 | 0 | yes |
| pymoo_nelder | 1600 | 0 | yes |
| pymoo_unsga3 | 1600 | 0 | yes |
| pymoo_pattern | 1600 | 0 | yes |
| skopt_gp_default | 1600 | 0 | yes |
| ultraopt_gbrt | 1600 | 0 | yes |
| bayesopt_ucb | 1600 | 0 | yes |
| bayesopt_ei | 1600 | 0 | yes |
| bayesopt_poi | 1600 | 0 | yes |
| nlopt_ags | 1600 | 0 | yes |
| nevergrad_portfolio | 1598.0 | 16 | yes |
| ultraopt_etpe | 1586.0 | 27 | yes |
| nlopt_esch | 1574.0 | 25 | yes |
| platypus_spea2 | 1549.0 | 31 | yes |
| nevergrad_de | 1548.0 | 18 | yes |
| platypus_ibea | 1546.0 | 26 | yes |
| nevergrad_hammersley | 1531.0 | 30 | yes |
| platypus_omopso | 1526.0 | 24 | yes |
| platypus_nsgaii | 1517.0 | 24 | yes |
| pymoo_nsga3 | 1504.0 | 28 | yes |
| platypus_epsmoea | 1498.0 | 25 | yes |
| nlopt_directo | 1492.0 | 9 | yes |
| platypus_smpso | 1487.0 | 25 | yes |
| scipy_slsqp | 1484.0 | 18 | yes |
| platypus_gde3 | 1468.0 | 22 | yes |
| ultraopt_random | 1453.0 | 26 | yes |
| platypus_evolutionary | 1428.0 | 22 | yes |
| platypus_genetic | 1409.0 | 29 | yes |
| platypus_moead | 1385.0 | 27 | yes |
| pymoo_nsga2 | 1334.0 | 24 | yes |
| scipy_nelder | 1289.0 | 46 | yes |