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 89

Function evaluation limit: 550

NameRatingGamesActive
bobyqa_default2622.0292yes
bobyqa_noise2546.0257yes
nevergrad_oneplus2211.061no
nevergrad_ngopt42206.060no
nevergrad_ngopt81937.035no
nevergrad_ngopt1891.055no
nlopt_directr1862.015no
pymoo_nsga21861.020no
platypus_epsmoea1849.021no
ultraopt_etpe1804.090no
nevergrad_hammersley1795.056no
nlopt_esch1794.025no
platypus_nsgaii1789.016no
freelunch_sa_81785.07no
nevergrad_de1780.039no
freelunch_de_81765.08no
platypus_smpso1765.011no
scipy_slsqp1758.0177yes
platypus_omopso1756.022no
scipy_powell1730.0290yes
freelunch_sa_31718.011no
platypus_ibea1693.017no
nevergrad_portfolio1690.048no
freelunch_sade_211674.04no
platypus_evolutionary1668.022no
freelunch_sa_211666.09no
platypus_genetic1665.020no
freelunch_de_211628.010no
scipy_lbfgsb1620.01yes
optuna_random_clone_2160056no
optuna_random160049no
optuna_random_clone_1160048no
optuna_random_clone160047no
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
ultraopt_gbrt16000no
bayesopt_ucb16000no
bayesopt_ei16000no
bayesopt_poi16000no
nlopt_ags16000no
hebo_sequential16000no
hebo_batch16000no
freelunch_krillherd_316000no
freelunch_krillherd_816000no
pymoo_nsga31579.028no
optuna_tpe1577.042no
freelunch_sade_81566.07no
freelunch_pso_211548.09no
platypus_spea21541.029no
nlopt_direct1468.012no
freelunch_de_31467.05no
freelunch_pso_31457.013no
freelunch_pso_81447.011no
freelunch_sade_31444.07no
nlopt_isres1441.019no
platypus_gde31391.030no
nlopt_directl1387.021no
pymoo_nelder1373.019no
platypus_moead1356.013no
hyperopt_rand1346.0330yes
pymoo_pattern1339.028no
nlopt_crs2lm1321.020no
hyperopt_atpe1291.0305yes
hyperopt_tpe1217.0301yes
nlopt_directo1213.025no
ultraopt_forest1201.096no
ultraopt_random986.0120no