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 34

Function evaluation limit: 550

NameRatingGamesActive
bobyqa_noise2580.0499yes
bobyqa_default2565.0481yes
nevergrad_ngopt42270.064no
scipy_slsqp2198.0340yes
dlib2160.0481yes
nevergrad_oneplus2137.059no
dlib_default2136.0453yes
nevergrad_ngopt82133.040no
nlopt_directr1976.021no
pymoo_pattern1923.019no
pymoo_nsga31817.023no
nevergrad_ngopt1811.048no
scipy_lbfgsb1799.028yes
nevergrad_hammersley1742.052no
freelunch_sa_211736.05no
freelunch_sade_211723.08no
platypus_omopso1702.033no
freelunch_sa_81698.09no
nevergrad_de1679.051no
nlopt_crs2lm1652.016no
freelunch_de_81650.05no
nevergrad_portfolio1649.048no
platypus_evolutionary1641.019no
freelunch_sade_81641.012no
scipy_powell1636.0415yes
nlopt_direct1635.026no
platypus_nsgaii1634.023no
nlopt_esch1620.028no
platypus_epsmoea1618.015no
platypus_smpso1612.016no
platypus_genetic1604.021no
optuna_random_clone160053no
optuna_random_clone_1160049no
optuna_random160047no
optuna_random_clone_2160046no
shgo_slsqp_sobol16000yes
shgo_powell_sobol16000yes
shgo_nelder_sobol16000yes
skopt_gp_default16000yes
pysot_ei16000no
pysot_lcb16000no
pysot_random16000no
pysot_srbf16000no
pysot_dycors16000no
ax_default16000no
optuna_cmaes16000no
platypus_cmaes16000no
pymoo_unsga316000no
ultraopt_gbrt16000no
bayesopt_ucb16000no
bayesopt_ei16000no
bayesopt_poi16000no
nlopt_ags16000no
hebo_sequential16000no
hebo_batch16000no
freelunch_krillherd_316000no
freelunch_krillherd_816000no
freelunch_sa_31597.07no
optuna_tpe1559.049no
freelunch_de_211545.05no
freelunch_pso_211544.06no
freelunch_pso_81511.03no
freelunch_sade_31500.011no
ultraopt_etpe1494.0142no
platypus_moead1478.023no
platypus_ibea1475.024no
freelunch_pso_31428.06no
pymoo_nsga21421.027no
nlopt_directl1409.017no
freelunch_de_31395.011no
platypus_spea21351.027no
platypus_gde31350.018no
nlopt_directo1350.020no
pymoo_nelder1334.027no
nlopt_isres1321.026no
ultraopt_forest1217.0115no
hyperopt_tpe1124.0457yes
hyperopt_rand1068.0466yes
hyperopt_atpe1020.0458yes
ultraopt_random910.0129no