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 05

Function evaluation limit: 130

NameRatingGamesActive
bobyqa_noise2419.0673yes
bobyqa_default2365.0676yes
skopt_gp_default2238.0646yes
dlib_default2214.0695yes
dlib2180.0650yes
ultraopt_etpe2163.0231no
bayesopt_ucb2140.0131no
bayesopt_poi2096.0104no
ultraopt_forest2079.0254no
pymoo_nelder2076.059no
bayesopt_ei2075.085no
nlopt_directr2049.068no
pysot_srbf2047.059no
optuna_tpe2035.0112no
nevergrad_oneplus2022.0120no
pysot_dycors2010.061no
ultraopt_gbrt1996.0230no
pymoo_pattern1971.072no
nlopt_directl1964.067no
optuna_cmaes1946.0108no
hebo_sequential1924.034no
ax_default1918.040no
nlopt_ags1835.063no
nlopt_direct1825.073no
pysot_ei1816.078no
nevergrad_ngopt81807.0108no
hebo_batch1789.053no
pysot_lcb1787.061no
hyperopt_tpe1756.0701yes
freelunch_de_81750.013no
hebo_batch1743.019no
nevergrad_ngopt1735.086no
freelunch_sade_81689.09no
ultraopt_random1679.0228no
freelunch_sade_211666.015no
nevergrad_ngopt41661.0105no
freelunch_de_211646.014no
hebo_sequential1630.01no
pymoo_nsga31608.059no
freelunch_sa_211602.020no
optuna_random_clone1600120no
optuna_random1600110no
optuna_random_clone_21600106no
optuna_random_clone_11600102no
pymoo_unsga316000no
freelunch_krillherd_316000no
freelunch_krillherd_816000no
hyperopt_atpe1593.0707yes
freelunch_sa_81566.015no
freelunch_pso_211550.016no
freelunch_pso_31531.013no
freelunch_pso_81521.010no
hyperopt_rand1518.0683yes
nevergrad_de1518.0101no
nlopt_directo1507.061no
nevergrad_portfolio1487.0103no
freelunch_de_31478.018no
freelunch_sade_31470.013no
scipy_powell1454.0464yes
nlopt_crs2lm1439.079no
freelunch_sa_31403.013no
platypus_moead1385.089no
scipy_slsqp1355.0592yes
platypus_gde31332.057no
nlopt_esch1311.066no
pymoo_nsga21309.064no
platypus_genetic1278.061no
platypus_smpso1268.080no
platypus_nsgaii1264.041no
platypus_ibea1242.057no
nevergrad_hammersley1218.0105no
platypus_cmaes1212.073no
platypus_evolutionary1205.069no
platypus_epsmoea1186.066no
nlopt_isres1165.063no
pysot_random1160.068no
platypus_omopso1157.067no
platypus_spea21142.079no
shgo_slsqp_sobol1128.0266yes
shgo_powell_sobol1054.0312yes
scipy_lbfgsb999.0337yes
shgo_nelder_sobol992.0314yes