Optimizer Elo Ratings
Produced by
optimizer-elo-ratings using
the
humpday package. See the
article.
Class of objective functions: classic
Dimension 08
Function evaluation limit: 130
| Name | Rating | Games | Active |
|---|
| bobyqa_noise | 1941.0 | 24 | yes |
| skopt_gp_default | 1881.0 | 22 | yes |
| optuna_cmaes | 1876.0 | 24 | yes |
| nevergrad_ngopt8 | 1845.0 | 33 | yes |
| nevergrad_ngopt | 1835.0 | 23 | yes |
| shgo_slsqp_sobol | 1834.0 | 14 | yes |
| nevergrad_oneplus | 1833.0 | 17 | yes |
| nlopt_direct | 1831.0 | 13 | yes |
| pymoo_pattern | 1820.0 | 21 | yes |
| bobyqa_default | 1796.0 | 7 | yes |
| nlopt_directr | 1775.0 | 16 | yes |
| nevergrad_ngopt4 | 1761.0 | 17 | yes |
| optuna_tpe | 1737.0 | 24 | yes |
| ax_default | 1719.0 | 15 | yes |
| pymoo_nelder | 1717.0 | 25 | yes |
| pysot_dycors | 1714.0 | 25 | yes |
| dlib | 1707.0 | 16 | yes |
| pymoo_nsga3 | 1702.0 | 24 | yes |
| ultraopt_forest | 1686.0 | 11 | yes |
| nlopt_directl | 1678.0 | 11 | yes |
| pysot_ei | 1676.0 | 17 | yes |
| dlib_default | 1675.0 | 10 | yes |
| bayesopt_ei | 1675.0 | 24 | yes |
| ultraopt_gbrt | 1673.0 | 13 | yes |
| shgo_nelder_sobol | 1661.0 | 12 | yes |
| bayesopt_ucb | 1654.0 | 26 | yes |
| nlopt_directo | 1645.0 | 19 | yes |
| scipy_powell | 1643.0 | 16 | yes |
| nlopt_esch | 1627.0 | 27 | yes |
| hyperopt_rand | 1622.0 | 17 | yes |
| hyperopt_tpe | 1620.0 | 14 | yes |
| pysot_srbf | 1619.0 | 22 | yes |
| scipy_lbfgsb | 1616.0 | 13 | yes |
| pymoo_unsga3 | 1608.0 | 36 | yes |
| optuna_random_clone_1 | 1600 | 25 | yes |
| optuna_random_clone | 1600 | 22 | yes |
| optuna_random | 1600 | 20 | yes |
| nlopt_crs2lm | 1594.0 | 24 | yes |
| optuna_random_clone_2 | 1583.0 | 29 | yes |
| pysot_lcb | 1577.0 | 20 | yes |
| bayesopt_poi | 1573.0 | 28 | yes |
| shgo_powell_sobol | 1573.0 | 10 | yes |
| nlopt_isres | 1541.0 | 11 | yes |
| nevergrad_de | 1536.0 | 26 | yes |
| nevergrad_portfolio | 1535.0 | 26 | yes |
| platypus_ibea | 1522.0 | 20 | yes |
| platypus_moead | 1518.0 | 14 | yes |
| platypus_smpso | 1518.0 | 18 | yes |
| platypus_epsmoea | 1497.0 | 15 | yes |
| scipy_slsqp | 1483.0 | 14 | yes |
| hyperopt_atpe | 1474.0 | 24 | yes |
| platypus_nsgaii | 1465.0 | 24 | yes |
| platypus_genetic | 1463.0 | 22 | yes |
| ultraopt_random | 1455.0 | 19 | yes |
| platypus_omopso | 1451.0 | 20 | yes |
| pysot_random | 1448.0 | 25 | yes |
| nlopt_ags | 1444.0 | 20 | yes |
| platypus_evolutionary | 1425.0 | 18 | yes |
| platypus_gde3 | 1408.0 | 26 | yes |
| platypus_spea2 | 1402.0 | 15 | yes |
| ultraopt_etpe | 1402.0 | 28 | yes |
| platypus_cmaes | 1391.0 | 27 | yes |
| nevergrad_hammersley | 1388.0 | 19 | yes |
| pymoo_nsga2 | 1355.0 | 25 | yes |
| scipy_nelder | 1315.0 | 18 | yes |