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: 210
| Name | Rating | Games | Active |
|---|
| dlib | 1848.0 | 19 | yes |
| nevergrad_ngopt | 1846.0 | 28 | yes |
| pymoo_pattern | 1840.0 | 31 | yes |
| nlopt_direct | 1829.0 | 18 | yes |
| nevergrad_ngopt4 | 1816.0 | 26 | yes |
| nevergrad_ngopt8 | 1807.0 | 25 | yes |
| scipy_powell | 1806.0 | 23 | yes |
| bayesopt_ei | 1787.0 | 28 | yes |
| pysot_srbf | 1782.0 | 32 | yes |
| platypus_moead | 1775.0 | 28 | yes |
| pymoo_nelder | 1762.0 | 29 | yes |
| hyperopt_rand | 1759.0 | 27 | yes |
| skopt_gp_default | 1745.0 | 21 | yes |
| bayesopt_poi | 1743.0 | 22 | yes |
| nlopt_directo | 1736.0 | 22 | yes |
| nlopt_directr | 1735.0 | 15 | yes |
| optuna_cmaes | 1729.0 | 29 | yes |
| pysot_lcb | 1726.0 | 37 | yes |
| pymoo_unsga3 | 1715.0 | 37 | yes |
| pysot_ei | 1705.0 | 24 | yes |
| nlopt_directl | 1700.0 | 14 | yes |
| optuna_tpe | 1697.0 | 19 | yes |
| shgo_powell_sobol | 1696.0 | 16 | yes |
| ax_default | 1695.0 | 28 | yes |
| nlopt_crs2lm | 1689.0 | 21 | yes |
| ultraopt_etpe | 1686.0 | 31 | yes |
| bayesopt_ucb | 1656.0 | 22 | yes |
| hyperopt_atpe | 1653.0 | 26 | yes |
| platypus_omopso | 1635.0 | 21 | yes |
| bobyqa_noise | 1630.0 | 10 | yes |
| scipy_lbfgsb | 1628.0 | 20 | yes |
| scipy_nelder | 1617.0 | 19 | yes |
| optuna_random_clone_1 | 1614.0 | 32 | yes |
| ultraopt_forest | 1611.0 | 13 | yes |
| optuna_random | 1600 | 30 | yes |
| optuna_random_clone | 1600 | 24 | yes |
| optuna_random_clone_2 | 1600 | 11 | yes |
| dlib_default | 1600 | 0 | yes |
| pysot_dycors | 1599.0 | 17 | yes |
| shgo_slsqp_sobol | 1598.0 | 25 | yes |
| nevergrad_portfolio | 1589.0 | 24 | yes |
| shgo_nelder_sobol | 1583.0 | 26 | yes |
| ultraopt_gbrt | 1579.0 | 13 | yes |
| pysot_random | 1578.0 | 22 | yes |
| bobyqa_default | 1552.0 | 15 | yes |
| hyperopt_tpe | 1551.0 | 23 | yes |
| nlopt_ags | 1549.0 | 13 | yes |
| pymoo_nsga3 | 1541.0 | 30 | yes |
| scipy_slsqp | 1520.0 | 22 | yes |
| nevergrad_de | 1488.0 | 25 | yes |
| nlopt_esch | 1476.0 | 24 | yes |
| platypus_gde3 | 1463.0 | 23 | yes |
| pymoo_nsga2 | 1455.0 | 18 | yes |
| nevergrad_oneplus | 1454.0 | 35 | yes |
| platypus_nsgaii | 1445.0 | 25 | yes |
| platypus_evolutionary | 1444.0 | 25 | yes |
| nevergrad_hammersley | 1438.0 | 18 | yes |
| ultraopt_random | 1407.0 | 33 | yes |
| platypus_smpso | 1382.0 | 28 | yes |
| platypus_spea2 | 1377.0 | 21 | yes |
| platypus_ibea | 1347.0 | 26 | yes |
| nlopt_isres | 1336.0 | 29 | yes |
| platypus_epsmoea | 1327.0 | 24 | yes |
| platypus_genetic | 1319.0 | 19 | yes |
| platypus_cmaes | 1265.0 | 28 | yes |