Leaderboards

all_d02_n130all_d02_n210all_d02_n80all_d03_n130all_d03_n210all_d03_n80all_d05_n130all_d05_n210all_d05_n80all_d08_n130all_d08_n210all_d08_n80all_d13_n130all_d13_n210all_d13_n340all_d13_n550all_d13_n80all_d21_n130all_d21_n210all_d21_n340all_d21_n550all_d21_n80all_d34_n130all_d34_n210all_d34_n340all_d34_n550all_d34_n80all_d55_n130all_d55_n210all_d55_n340all_d55_n550all_d55_n80all_d89_n130all_d89_n210all_d89_n340all_d89_n550all_d89_n80classic_d02_n130classic_d02_n210classic_d02_n30classic_d02_n340classic_d02_n50classic_d02_n80classic_d03_n130classic_d03_n210classic_d03_n30classic_d03_n340classic_d03_n50classic_d03_n80classic_d05_n130classic_d05_n210classic_d05_n30classic_d05_n340classic_d05_n50classic_d05_n80classic_d08_n130classic_d08_n210classic_d08_n30classic_d08_n340classic_d08_n50classic_d08_n80classic_d13_n130classic_d13_n210classic_d13_n340classic_d13_n550classic_d13_n80classic_d21_n130classic_d21_n210classic_d21_n340classic_d21_n550classic_d21_n80classic_d34_n130classic_d34_n210classic_d34_n340classic_d34_n550classic_d34_n80classic_d55_n130classic_d55_n210classic_d55_n340classic_d55_n550classic_d55_n80classic_d89_n130classic_d89_n210classic_d89_n340classic_d89_n550classic_d89_n80overallportfolio_d02_n130portfolio_d02_n210portfolio_d02_n80portfolio_d03_n130portfolio_d03_n210portfolio_d03_n80portfolio_d05_n130portfolio_d05_n210portfolio_d05_n80portfolio_d08_n130portfolio_d08_n210portfolio_d08_n80portfolio_d13_n130portfolio_d13_n210portfolio_d13_n340portfolio_d13_n550portfolio_d13_n80portfolio_d21_n130portfolio_d21_n210portfolio_d21_n340portfolio_d21_n550portfolio_d21_n80portfolio_d34_n130portfolio_d34_n210portfolio_d34_n340portfolio_d34_n550portfolio_d34_n80portfolio_d55_n130portfolio_d55_n210portfolio_d55_n340portfolio_d55_n550portfolio_d55_n80portfolio_d89_n130portfolio_d89_n210portfolio_d89_n340portfolio_d89_n550portfolio_d89_n80

Optimizer Elo Ratings

Produced by optimizer-elo-ratings using the humpday package. See the article.

Class of objective functions: all

Dimension 55

Function evaluation limit: 340

NameRatingGamesActive
bobyqa_noise2931.0505yes
bobyqa_default2925.0463yes
nevergrad_ngopt42649.0175no
nevergrad_oneplus2606.0161no
nevergrad_ngopt82559.0181no
nlopt_directr2341.0138no
nevergrad_ngopt2259.0175no
nevergrad_hammersley2147.0192no
platypus_epsmoea2048.0169no
platypus_omopso1978.0141no
ultraopt_etpe1969.0127no
scipy_slsqp1941.0238yes
nlopt_esch1904.0143no
optuna_tpe1898.0159no
nlopt_direct1887.0132no
nevergrad_de1815.0196no
scipy_powell1814.0300yes
freelunch_sade_211789.09no
platypus_ibea1787.0136no
scipy_lbfgsb1762.06yes
freelunch_de_81752.06no
platypus_nsgaii1737.0125no
freelunch_sade_81732.08no
freelunch_sa_211731.09no
platypus_evolutionary1720.0168no
freelunch_de_211709.06no
nevergrad_portfolio1694.0169no
freelunch_sa_31672.08no
freelunch_pso_211660.07no
freelunch_sa_81654.04no
platypus_genetic1643.0138no
optuna_random_clone_21600178no
optuna_random_clone1600176no
optuna_random_clone_11600167no
optuna_random1600150no
shgo_slsqp_sobol16000yes
shgo_powell_sobol16000yes
shgo_nelder_sobol16000yes
skopt_gp_default16000yes
dlib16000yes
dlib_default16000yes
pysot_ei16000no
pysot_lcb16000no
pysot_random16000no
pysot_srbf16000no
pysot_dycors16000no
ax_default16000no
optuna_cmaes16000no
platypus_cmaes16000no
pymoo_unsga316000no
bayesopt_ucb16000no
bayesopt_ei16000no
bayesopt_poi16000no
nlopt_ags16000no
ultraopt_gbrt16000no
hebo_sequential16000no
hebo_batch16000no
hebo_sequential16000no
hebo_batch16000no
freelunch_krillherd_316000no
freelunch_krillherd_816000no
freelunch_de_31596.07no
freelunch_pso_81591.06no
hyperopt_atpe1580.0474yes
freelunch_pso_31530.06no
platypus_smpso1496.0118no
freelunch_sade_31477.08no
hyperopt_tpe1465.0479yes
hyperopt_rand1464.0497yes
ultraopt_forest1412.0131no
pymoo_nsga31380.0133no
pymoo_nsga21379.0142no
pymoo_pattern1254.0142no
nlopt_isres1160.0145no
pymoo_nelder1117.0146no
nlopt_crs2lm1117.0140no
platypus_spea21116.0144no
platypus_gde31076.0159no
ultraopt_random1063.0116no
nlopt_directl1059.0157no
nlopt_directo939.0155no
platypus_moead903.0135no