Optimizer Elo Ratings
Produced by
optimizer-elo-ratings using
the
humpday package. See the
article.
Class of objective functions: classic
Dimension 02
Function evaluation limit: 130
| Name | Rating | Games | Active |
|---|
| skopt_gp_default | 1885.0 | 26 | yes |
| pysot_srbf | 1861.0 | 22 | yes |
| pysot_dycors | 1842.0 | 25 | yes |
| pymoo_pattern | 1816.0 | 19 | yes |
| bobyqa_noise | 1806.0 | 16 | yes |
| dlib | 1803.0 | 32 | yes |
| ax_default | 1796.0 | 25 | yes |
| pymoo_nsga3 | 1790.0 | 32 | yes |
| optuna_tpe | 1780.0 | 30 | yes |
| nlopt_directo | 1771.0 | 15 | yes |
| nlopt_directl | 1767.0 | 13 | yes |
| nlopt_directr | 1758.0 | 13 | yes |
| shgo_nelder_sobol | 1746.0 | 18 | yes |
| nlopt_direct | 1744.0 | 21 | yes |
| nevergrad_ngopt | 1740.0 | 13 | yes |
| optuna_cmaes | 1739.0 | 28 | yes |
| pysot_lcb | 1728.0 | 25 | yes |
| dlib_default | 1717.0 | 11 | yes |
| pysot_ei | 1717.0 | 18 | yes |
| scipy_powell | 1715.0 | 25 | yes |
| pymoo_unsga3 | 1710.0 | 36 | yes |
| pymoo_nelder | 1694.0 | 21 | yes |
| bayesopt_poi | 1689.0 | 35 | yes |
| nevergrad_ngopt8 | 1683.0 | 20 | yes |
| bobyqa_default | 1681.0 | 13 | yes |
| bayesopt_ucb | 1679.0 | 22 | yes |
| shgo_slsqp_sobol | 1669.0 | 26 | yes |
| nlopt_ags | 1660.0 | 34 | yes |
| ultraopt_etpe | 1660.0 | 25 | yes |
| hyperopt_rand | 1640.0 | 17 | yes |
| bayesopt_ei | 1640.0 | 30 | yes |
| ultraopt_gbrt | 1617.0 | 15 | yes |
| nevergrad_ngopt4 | 1613.0 | 24 | yes |
| optuna_random_clone_1 | 1600 | 36 | yes |
| optuna_random_clone | 1600 | 24 | yes |
| optuna_random_clone_2 | 1600 | 17 | yes |
| optuna_random | 1600 | 16 | yes |
| ultraopt_forest | 1600.0 | 15 | yes |
| scipy_lbfgsb | 1597.0 | 13 | yes |
| platypus_moead | 1590.0 | 21 | yes |
| shgo_powell_sobol | 1587.0 | 15 | yes |
| scipy_slsqp | 1571.0 | 18 | yes |
| nlopt_crs2lm | 1552.0 | 26 | yes |
| nevergrad_portfolio | 1544.0 | 25 | yes |
| nevergrad_de | 1543.0 | 24 | yes |
| platypus_ibea | 1541.0 | 19 | yes |
| platypus_nsgaii | 1509.0 | 30 | yes |
| nevergrad_hammersley | 1505.0 | 35 | yes |
| scipy_nelder | 1503.0 | 22 | yes |
| nevergrad_oneplus | 1497.0 | 17 | yes |
| nlopt_isres | 1496.0 | 22 | yes |
| hyperopt_tpe | 1489.0 | 21 | yes |
| pysot_random | 1475.0 | 15 | yes |
| platypus_epsmoea | 1468.0 | 14 | yes |
| platypus_genetic | 1467.0 | 13 | yes |
| platypus_gde3 | 1444.0 | 20 | yes |
| platypus_omopso | 1444.0 | 15 | yes |
| hyperopt_atpe | 1426.0 | 25 | yes |
| nlopt_esch | 1406.0 | 22 | yes |
| platypus_evolutionary | 1403.0 | 28 | yes |
| platypus_smpso | 1388.0 | 19 | yes |
| platypus_cmaes | 1374.0 | 16 | yes |
| ultraopt_random | 1346.0 | 19 | yes |
| pymoo_nsga2 | 1327.0 | 23 | yes |
| platypus_spea2 | 1306.0 | 32 | yes |