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: 340
| Name | Rating | Games | Active |
|---|
| dlib | 1921.0 | 17 | yes |
| nevergrad_ngopt4 | 1880.0 | 20 | yes |
| pymoo_pattern | 1875.0 | 20 | yes |
| nevergrad_ngopt8 | 1863.0 | 24 | yes |
| scipy_powell | 1810.0 | 15 | yes |
| scipy_slsqp | 1801.0 | 23 | yes |
| nevergrad_ngopt | 1801.0 | 22 | yes |
| nlopt_direct | 1797.0 | 11 | yes |
| pysot_dycors | 1777.0 | 16 | yes |
| pymoo_nelder | 1777.0 | 19 | yes |
| shgo_nelder_sobol | 1766.0 | 19 | yes |
| ax_default | 1762.0 | 13 | yes |
| ultraopt_etpe | 1759.0 | 18 | yes |
| optuna_cmaes | 1757.0 | 22 | yes |
| bayesopt_poi | 1745.0 | 12 | yes |
| pysot_srbf | 1730.0 | 9 | yes |
| skopt_gp_default | 1724.0 | 16 | yes |
| nevergrad_oneplus | 1719.0 | 11 | yes |
| pysot_ei | 1711.0 | 20 | yes |
| bobyqa_default | 1694.0 | 5 | yes |
| pymoo_nsga3 | 1694.0 | 26 | yes |
| nlopt_directl | 1684.0 | 9 | yes |
| bobyqa_noise | 1682.0 | 5 | yes |
| nlopt_directo | 1681.0 | 14 | yes |
| shgo_powell_sobol | 1660.0 | 19 | yes |
| shgo_slsqp_sobol | 1652.0 | 17 | yes |
| pymoo_unsga3 | 1652.0 | 26 | yes |
| nlopt_directr | 1648.0 | 4 | yes |
| pysot_lcb | 1641.0 | 20 | yes |
| bayesopt_ucb | 1633.0 | 17 | yes |
| platypus_nsgaii | 1633.0 | 9 | yes |
| platypus_smpso | 1632.0 | 18 | yes |
| ultraopt_forest | 1632.0 | 5 | yes |
| scipy_lbfgsb | 1630.0 | 12 | yes |
| platypus_moead | 1629.0 | 21 | yes |
| dlib_default | 1620.0 | 3 | yes |
| optuna_random_clone | 1600 | 21 | yes |
| optuna_random_clone_2 | 1600 | 21 | yes |
| optuna_random | 1600 | 19 | yes |
| optuna_random_clone_1 | 1600 | 9 | yes |
| optuna_tpe | 1587.0 | 21 | yes |
| nlopt_ags | 1582.0 | 11 | yes |
| bayesopt_ei | 1561.0 | 15 | yes |
| nlopt_isres | 1557.0 | 10 | yes |
| platypus_omopso | 1556.0 | 29 | yes |
| ultraopt_gbrt | 1552.0 | 6 | yes |
| hyperopt_atpe | 1536.0 | 16 | yes |
| nlopt_esch | 1528.0 | 12 | yes |
| platypus_epsmoea | 1516.0 | 11 | yes |
| hyperopt_tpe | 1515.0 | 21 | yes |
| ultraopt_random | 1507.0 | 13 | yes |
| nevergrad_portfolio | 1498.0 | 19 | yes |
| hyperopt_rand | 1482.0 | 21 | yes |
| platypus_cmaes | 1465.0 | 27 | yes |
| nevergrad_de | 1446.0 | 22 | yes |
| pysot_random | 1442.0 | 17 | yes |
| nlopt_crs2lm | 1435.0 | 13 | yes |
| platypus_gde3 | 1421.0 | 16 | yes |
| platypus_evolutionary | 1411.0 | 17 | yes |
| platypus_ibea | 1375.0 | 21 | yes |
| pymoo_nsga2 | 1373.0 | 17 | yes |
| scipy_nelder | 1342.0 | 16 | yes |
| nevergrad_hammersley | 1319.0 | 23 | yes |
| platypus_genetic | 1317.0 | 22 | yes |
| platypus_spea2 | 1264.0 | 15 | yes |