Optimizer Elo Ratings
Produced by
optimizer-elo-ratings using
the
humpday package. See the
article.
Class of objective functions: classic
Dimension 21
Function evaluation limit: 210
Name | Rating | Games | Active |
---|
bobyqa_default | 1989.0 | 25 | yes |
bobyqa_noise | 1956.0 | 32 | yes |
dlib_default | 1896.0 | 29 | yes |
nevergrad_ngopt | 1885.0 | 38 | yes |
nlopt_directr | 1866.0 | 33 | yes |
nevergrad_ngopt8 | 1858.0 | 24 | yes |
nevergrad_ngopt4 | 1829.0 | 24 | yes |
nevergrad_oneplus | 1827.0 | 30 | yes |
nlopt_direct | 1816.0 | 35 | yes |
pymoo_pattern | 1793.0 | 28 | yes |
dlib | 1781.0 | 28 | yes |
optuna_tpe | 1777.0 | 29 | yes |
scipy_powell | 1776.0 | 9 | yes |
hyperopt_tpe | 1751.0 | 34 | yes |
scipy_lbfgsb | 1746.0 | 18 | yes |
nlopt_directl | 1737.0 | 23 | yes |
platypus_smpso | 1725.0 | 22 | yes |
platypus_omopso | 1702.0 | 40 | yes |
nlopt_esch | 1700.0 | 22 | yes |
nlopt_crs2lm | 1691.0 | 25 | yes |
ultraopt_etpe | 1656.0 | 20 | yes |
ultraopt_forest | 1653.0 | 28 | yes |
hyperopt_atpe | 1641.0 | 36 | yes |
platypus_genetic | 1617.0 | 30 | yes |
nlopt_directo | 1612.0 | 28 | yes |
hyperopt_rand | 1611.0 | 38 | yes |
pymoo_nelder | 1605.0 | 29 | yes |
optuna_random_clone | 1600 | 34 | yes |
optuna_random_clone_1 | 1600 | 32 | yes |
optuna_random | 1600 | 30 | yes |
optuna_random_clone_2 | 1600 | 28 | yes |
shgo_slsqp_sobol | 1600 | 0 | yes |
shgo_powell_sobol | 1600 | 0 | yes |
shgo_nelder_sobol | 1600 | 0 | yes |
pysot_ei | 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 |
bayesopt_ucb | 1600 | 0 | yes |
bayesopt_ei | 1600 | 0 | yes |
bayesopt_poi | 1600 | 0 | yes |
nlopt_ags | 1600 | 0 | yes |
platypus_epsmoea | 1600.0 | 26 | yes |
nevergrad_portfolio | 1586.0 | 27 | yes |
nlopt_isres | 1535.0 | 29 | yes |
platypus_ibea | 1487.0 | 26 | yes |
scipy_slsqp | 1475.0 | 27 | yes |
pymoo_nsga3 | 1465.0 | 23 | yes |
platypus_spea2 | 1447.0 | 25 | yes |
nevergrad_hammersley | 1434.0 | 34 | yes |
platypus_moead | 1423.0 | 22 | yes |
pymoo_nsga2 | 1405.0 | 33 | yes |
nevergrad_de | 1392.0 | 27 | yes |
ultraopt_random | 1372.0 | 38 | yes |
platypus_gde3 | 1345.0 | 32 | yes |
scipy_nelder | 1343.0 | 34 | yes |
platypus_evolutionary | 1340.0 | 33 | yes |
platypus_nsgaii | 1311.0 | 30 | yes |