Optimizer Elo Ratings
Produced by
optimizer-elo-ratings using
the
humpday package. See the
article.
Class of objective functions: classic
Dimension 13
Function evaluation limit: 130
| Name | Rating | Games | Active |
|---|
| nevergrad_ngopt | 1971.0 | 30 | yes |
| bobyqa_noise | 1909.0 | 24 | yes |
| bobyqa_default | 1905.0 | 26 | yes |
| scipy_powell | 1894.0 | 12 | yes |
| nevergrad_oneplus | 1858.0 | 35 | yes |
| optuna_tpe | 1857.0 | 24 | yes |
| nlopt_directr | 1855.0 | 22 | yes |
| pymoo_pattern | 1843.0 | 27 | yes |
| dlib | 1756.0 | 36 | yes |
| hyperopt_atpe | 1752.0 | 24 | yes |
| hyperopt_rand | 1751.0 | 37 | yes |
| hyperopt_tpe | 1749.0 | 38 | yes |
| nlopt_direct | 1734.0 | 31 | yes |
| nevergrad_ngopt4 | 1711.0 | 32 | yes |
| nevergrad_ngopt8 | 1705.0 | 37 | yes |
| ultraopt_forest | 1702.0 | 24 | yes |
| nlopt_directl | 1690.0 | 29 | yes |
| nlopt_crs2lm | 1676.0 | 41 | yes |
| dlib_default | 1637.0 | 33 | yes |
| ultraopt_etpe | 1634.0 | 31 | yes |
| bayesopt_ei | 1631.0 | 1 | yes |
| bayesopt_ucb | 1630.0 | 1 | yes |
| pymoo_nelder | 1625.0 | 37 | yes |
| nlopt_isres | 1619.0 | 33 | yes |
| nlopt_directo | 1611.0 | 30 | yes |
| platypus_epsmoea | 1609.0 | 19 | yes |
| optuna_random | 1600 | 40 | yes |
| optuna_random_clone | 1600 | 38 | yes |
| optuna_random_clone_1 | 1600 | 28 | yes |
| optuna_random_clone_2 | 1600 | 22 | yes |
| pysot_ei | 1600.0 | 1 | yes |
| shgo_slsqp_sobol | 1600 | 0 | yes |
| shgo_powell_sobol | 1600 | 0 | yes |
| shgo_nelder_sobol | 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_unsga3 | 1600 | 0 | yes |
| skopt_gp_default | 1600 | 0 | yes |
| ultraopt_gbrt | 1600 | 0 | yes |
| nlopt_ags | 1600 | 0 | yes |
| bayesopt_poi | 1599.0 | 2 | yes |
| nlopt_esch | 1556.0 | 30 | yes |
| pymoo_nsga2 | 1549.0 | 29 | yes |
| platypus_spea2 | 1545.0 | 37 | yes |
| nevergrad_de | 1542.0 | 34 | yes |
| pymoo_nsga3 | 1540.0 | 22 | yes |
| scipy_lbfgsb | 1539.0 | 15 | yes |
| platypus_ibea | 1535.0 | 29 | yes |
| nevergrad_portfolio | 1505.0 | 36 | yes |
| platypus_evolutionary | 1503.0 | 17 | yes |
| platypus_genetic | 1495.0 | 37 | yes |
| ultraopt_random | 1468.0 | 38 | yes |
| platypus_omopso | 1438.0 | 28 | yes |
| platypus_nsgaii | 1433.0 | 29 | yes |
| scipy_slsqp | 1424.0 | 30 | yes |
| platypus_gde3 | 1416.0 | 37 | yes |
| nevergrad_hammersley | 1406.0 | 33 | yes |
| platypus_smpso | 1399.0 | 31 | yes |
| platypus_moead | 1396.0 | 38 | yes |
| scipy_nelder | 1368.0 | 27 | yes |