Optimizer Elo Ratings
Produced by
optimizer-elo-ratings using
the
humpday package. See the
article.
Class of objective functions: classic
Dimension 05
Function evaluation limit: 30
| Name | Rating | Games | Active |
|---|
| dlib | 1915.0 | 18 | yes |
| nevergrad_ngopt4 | 1813.0 | 18 | yes |
| ax_default | 1803.0 | 14 | yes |
| nevergrad_ngopt8 | 1784.0 | 14 | yes |
| ultraopt_forest | 1765.0 | 8 | yes |
| bobyqa_default | 1754.0 | 6 | yes |
| nlopt_directl | 1744.0 | 7 | yes |
| nevergrad_ngopt | 1722.0 | 11 | yes |
| shgo_slsqp_sobol | 1712.0 | 4 | yes |
| nlopt_directr | 1707.0 | 10 | yes |
| bayesopt_poi | 1702.0 | 10 | yes |
| shgo_nelder_sobol | 1683.0 | 5 | yes |
| nlopt_directo | 1683.0 | 5 | yes |
| pysot_srbf | 1678.0 | 9 | yes |
| bayesopt_ei | 1667.0 | 9 | yes |
| hyperopt_rand | 1667.0 | 16 | yes |
| optuna_cmaes | 1666.0 | 9 | yes |
| bobyqa_noise | 1653.0 | 6 | yes |
| nlopt_crs2lm | 1643.0 | 12 | yes |
| pysot_dycors | 1643.0 | 10 | yes |
| nlopt_direct | 1635.0 | 6 | yes |
| shgo_powell_sobol | 1630.0 | 2 | yes |
| ultraopt_gbrt | 1628.0 | 4 | yes |
| bayesopt_ucb | 1623.0 | 15 | yes |
| nlopt_isres | 1604.0 | 10 | yes |
| optuna_random_clone | 1600 | 18 | yes |
| optuna_random_clone_1 | 1600 | 15 | yes |
| optuna_random_clone_2 | 1600 | 15 | yes |
| optuna_random | 1600 | 13 | yes |
| scipy_powell | 1600 | 0 | 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 |
| dlib_default | 1600 | 0 | yes |
| hyperopt_atpe | 1594.0 | 10 | yes |
| scipy_lbfgsb | 1577.0 | 4 | yes |
| pysot_lcb | 1572.0 | 12 | yes |
| pysot_ei | 1571.0 | 6 | yes |
| nlopt_esch | 1569.0 | 5 | yes |
| hyperopt_tpe | 1566.0 | 10 | yes |
| ultraopt_random | 1558.0 | 13 | yes |
| skopt_gp_default | 1535.0 | 11 | yes |
| scipy_slsqp | 1524.0 | 3 | yes |
| nevergrad_hammersley | 1514.0 | 11 | yes |
| pymoo_pattern | 1512.0 | 10 | yes |
| pymoo_unsga3 | 1501.0 | 16 | yes |
| pymoo_nsga3 | 1490.0 | 15 | yes |
| nevergrad_portfolio | 1485.0 | 8 | yes |
| pysot_random | 1479.0 | 10 | yes |
| nevergrad_oneplus | 1474.0 | 16 | yes |
| nevergrad_de | 1471.0 | 8 | yes |
| pymoo_nelder | 1451.0 | 11 | yes |
| optuna_tpe | 1448.0 | 8 | yes |
| nlopt_ags | 1430.0 | 9 | yes |
| platypus_moead | 1401.0 | 13 | yes |
| scipy_nelder | 1391.0 | 13 | yes |
| ultraopt_etpe | 1383.0 | 13 | yes |