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 08

Function evaluation limit: 210

NameRatingGamesActive
nlopt_directl2583.0232no
bobyqa_noise2516.0895yes
nevergrad_oneplus2510.0241no
pysot_dycors2508.0197no
pysot_srbf2490.0248no
bobyqa_default2465.0862yes
nlopt_direct2461.0202no
skopt_gp_default2458.0710yes
bayesopt_poi2457.0253no
bayesopt_ei2442.0278no
nlopt_directr2440.0205no
bayesopt_ucb2431.0268no
ax_default2305.0207no
ultraopt_etpe2301.0244no
ultraopt_forest2266.0207no
dlib2254.0637yes
dlib_default2227.0689yes
pymoo_pattern2219.0230no
nlopt_ags2208.0223no
ultraopt_gbrt2161.0248no
pysot_ei2154.0211no
optuna_tpe2143.0274no
optuna_cmaes2102.0252no
pymoo_nsga32089.0237no
pysot_lcb2077.0222no
nevergrad_ngopt42063.0294no
pymoo_nelder2054.0210no
hebo_sequential1925.037no
nevergrad_ngopt81885.0259no
freelunch_sade_211879.021no
freelunch_de_81857.017no
hebo_batch1856.048no
hebo_batch1815.014no
nevergrad_ngopt1795.0267no
freelunch_de_211774.017no
scipy_slsqp1758.0788yes
freelunch_sa_211682.016no
hyperopt_rand1675.0815yes
freelunch_sa_81635.019no
freelunch_sade_81631.017no
hyperopt_tpe1606.0803yes
optuna_random_clone_21600291no
optuna_random_clone1600274no
optuna_random_clone_11600256no
optuna_random1600245no
pymoo_unsga316000no
hebo_sequential16000no
freelunch_krillherd_316000no
freelunch_krillherd_816000no
freelunch_pso_81594.015no
hyperopt_atpe1594.0806yes
nlopt_esch1570.0237no
platypus_omopso1555.0207no
nevergrad_de1555.0278no
freelunch_pso_211538.014no
scipy_powell1457.0500yes
nlopt_directo1453.0216no
freelunch_sa_31447.030no
freelunch_sade_31435.015no
platypus_moead1431.0236no
freelunch_pso_31418.013no
freelunch_de_31384.011no
nlopt_crs2lm1349.0209no
nevergrad_portfolio1333.0256no
platypus_epsmoea1306.0248no
platypus_smpso1239.0222no
scipy_lbfgsb1216.0287yes
ultraopt_random1216.0227no
platypus_ibea1079.0198no
platypus_genetic1068.0221no
nlopt_isres1059.0216no
pysot_random1054.0227no
pymoo_nsga21018.0212no
platypus_nsgaii1008.0210no
shgo_nelder_sobol974.0465yes
platypus_evolutionary963.0223no
shgo_slsqp_sobol930.0475yes
platypus_gde3923.0226no
shgo_powell_sobol820.0420yes
platypus_cmaes816.0243no
nevergrad_hammersley798.0255no
platypus_spea2743.0219no