Optimizer Elo Ratings
Produced by
optimizer-elo-ratings using
the
humpday package. See the
article.
Class of objective functions: classic
Dimension 03
Function evaluation limit: 340
| Name | Rating | Games | Active |
|---|
| pysot_dycors | 1908.0 | 25 | yes |
| scipy_powell | 1847.0 | 24 | yes |
| nlopt_directr | 1843.0 | 13 | yes |
| nevergrad_ngopt8 | 1822.0 | 20 | yes |
| shgo_powell_sobol | 1816.0 | 15 | yes |
| nevergrad_ngopt4 | 1808.0 | 18 | yes |
| ax_default | 1804.0 | 22 | yes |
| ultraopt_etpe | 1796.0 | 20 | yes |
| skopt_gp_default | 1790.0 | 22 | yes |
| pysot_srbf | 1779.0 | 17 | yes |
| dlib | 1760.0 | 13 | yes |
| bobyqa_noise | 1751.0 | 12 | yes |
| pysot_ei | 1743.0 | 15 | yes |
| optuna_cmaes | 1737.0 | 18 | yes |
| nevergrad_ngopt | 1735.0 | 15 | yes |
| pymoo_pattern | 1732.0 | 14 | yes |
| bobyqa_default | 1727.0 | 6 | yes |
| pymoo_nsga3 | 1719.0 | 17 | yes |
| nlopt_crs2lm | 1718.0 | 10 | yes |
| nlopt_directl | 1718.0 | 7 | yes |
| nlopt_direct | 1711.0 | 9 | yes |
| bayesopt_ei | 1709.0 | 16 | yes |
| shgo_slsqp_sobol | 1705.0 | 15 | yes |
| pymoo_unsga3 | 1704.0 | 21 | yes |
| bayesopt_poi | 1688.0 | 18 | yes |
| pysot_lcb | 1679.0 | 15 | yes |
| ultraopt_gbrt | 1659.0 | 3 | yes |
| nlopt_directo | 1658.0 | 13 | yes |
| bayesopt_ucb | 1650.0 | 18 | yes |
| shgo_nelder_sobol | 1645.0 | 14 | yes |
| platypus_moead | 1642.0 | 10 | yes |
| ultraopt_forest | 1635.0 | 6 | yes |
| dlib_default | 1630.0 | 5 | yes |
| scipy_lbfgsb | 1620.0 | 21 | yes |
| optuna_random_clone_1 | 1600 | 23 | yes |
| optuna_random_clone_2 | 1600 | 19 | yes |
| optuna_random | 1600 | 13 | yes |
| pymoo_nelder | 1598.0 | 18 | yes |
| optuna_random_clone | 1583.0 | 16 | yes |
| optuna_tpe | 1580.0 | 14 | yes |
| platypus_omopso | 1576.0 | 12 | yes |
| nevergrad_portfolio | 1575.0 | 13 | yes |
| nevergrad_oneplus | 1570.0 | 16 | yes |
| platypus_evolutionary | 1539.0 | 7 | yes |
| platypus_smpso | 1532.0 | 24 | yes |
| nlopt_isres | 1526.0 | 12 | yes |
| hyperopt_tpe | 1511.0 | 27 | yes |
| platypus_nsgaii | 1509.0 | 13 | yes |
| ultraopt_random | 1495.0 | 16 | yes |
| nlopt_ags | 1485.0 | 11 | yes |
| platypus_genetic | 1471.0 | 13 | yes |
| hyperopt_rand | 1462.0 | 19 | yes |
| pymoo_nsga2 | 1458.0 | 18 | yes |
| scipy_nelder | 1457.0 | 22 | yes |
| hyperopt_atpe | 1450.0 | 17 | yes |
| nevergrad_de | 1441.0 | 20 | yes |
| nevergrad_hammersley | 1441.0 | 21 | yes |
| platypus_cmaes | 1435.0 | 18 | yes |
| nlopt_esch | 1425.0 | 9 | yes |
| platypus_epsmoea | 1421.0 | 16 | yes |
| platypus_gde3 | 1417.0 | 12 | yes |
| platypus_spea2 | 1378.0 | 15 | yes |
| pysot_random | 1354.0 | 21 | yes |
| platypus_ibea | 1298.0 | 24 | yes |
| scipy_slsqp | 1286.0 | 20 | yes |