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: 80
| Name | Rating | Games | Active |
|---|
| pysot_srbf | 1837.0 | 26 | yes |
| bayesopt_ucb | 1811.0 | 12 | yes |
| skopt_gp_default | 1786.0 | 22 | yes |
| ax_default | 1783.0 | 19 | yes |
| dlib | 1769.0 | 17 | yes |
| pymoo_nelder | 1766.0 | 20 | yes |
| nlopt_direct | 1766.0 | 10 | yes |
| bobyqa_default | 1752.0 | 9 | yes |
| scipy_powell | 1748.0 | 18 | yes |
| pymoo_pattern | 1746.0 | 21 | yes |
| nlopt_directr | 1745.0 | 15 | yes |
| dlib_default | 1740.0 | 12 | yes |
| platypus_moead | 1718.0 | 17 | yes |
| optuna_tpe | 1708.0 | 20 | yes |
| pysot_dycors | 1708.0 | 24 | yes |
| shgo_powell_sobol | 1708.0 | 17 | yes |
| bayesopt_ei | 1700.0 | 13 | yes |
| nevergrad_ngopt8 | 1690.0 | 26 | yes |
| bobyqa_noise | 1683.0 | 13 | yes |
| nlopt_directl | 1677.0 | 11 | yes |
| shgo_slsqp_sobol | 1672.0 | 23 | yes |
| optuna_cmaes | 1653.0 | 17 | yes |
| bayesopt_poi | 1638.0 | 18 | yes |
| nlopt_directo | 1629.0 | 13 | yes |
| nevergrad_ngopt | 1617.0 | 16 | yes |
| pysot_ei | 1616.0 | 18 | yes |
| pymoo_unsga3 | 1609.0 | 30 | yes |
| scipy_lbfgsb | 1604.0 | 23 | yes |
| optuna_random_clone_1 | 1600 | 32 | yes |
| optuna_random_clone_2 | 1600 | 19 | yes |
| optuna_random | 1600 | 16 | yes |
| optuna_random_clone | 1600 | 13 | yes |
| platypus_genetic | 1600 | 0 | yes |
| platypus_evolutionary | 1600 | 0 | yes |
| platypus_nsgaii | 1600 | 0 | yes |
| platypus_cmaes | 1600 | 0 | yes |
| platypus_gde3 | 1600 | 0 | yes |
| platypus_ibea | 1600 | 0 | yes |
| platypus_omopso | 1600 | 0 | yes |
| platypus_smpso | 1600 | 0 | yes |
| platypus_spea2 | 1600 | 0 | yes |
| platypus_epsmoea | 1600 | 0 | yes |
| pymoo_nsga2 | 1600 | 0 | yes |
| ultraopt_gbrt | 1596.0 | 10 | yes |
| nlopt_crs2lm | 1594.0 | 18 | yes |
| pymoo_nsga3 | 1592.0 | 16 | yes |
| shgo_nelder_sobol | 1587.0 | 20 | yes |
| ultraopt_forest | 1582.0 | 11 | yes |
| nevergrad_ngopt4 | 1579.0 | 16 | yes |
| ultraopt_etpe | 1572.0 | 17 | yes |
| pysot_lcb | 1565.0 | 21 | yes |
| nlopt_esch | 1527.0 | 24 | yes |
| nlopt_ags | 1526.0 | 13 | yes |
| hyperopt_rand | 1525.0 | 15 | yes |
| hyperopt_atpe | 1520.0 | 19 | yes |
| scipy_slsqp | 1462.0 | 20 | yes |
| nevergrad_hammersley | 1459.0 | 17 | yes |
| ultraopt_random | 1459.0 | 16 | yes |
| nevergrad_portfolio | 1454.0 | 18 | yes |
| nevergrad_de | 1453.0 | 18 | yes |
| pysot_random | 1448.0 | 24 | yes |
| hyperopt_tpe | 1445.0 | 23 | yes |
| nlopt_isres | 1438.0 | 16 | yes |
| scipy_nelder | 1432.0 | 19 | yes |
| nevergrad_oneplus | 1317.0 | 21 | yes |