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: portfolio

Dimension 08

Function evaluation limit: 80

NameRatingGamesActive
bobyqa_noise2871.0810yes
bobyqa_default2857.0830yes
pysot_dycors2583.0250no
pysot_srbf2509.0214no
nlopt_directr2508.0216no
ax_default2464.0213no
nevergrad_oneplus2410.0267no
bayesopt_poi2400.0251no
skopt_gp_default2364.0783yes
bayesopt_ei2351.0265no
ultraopt_etpe2305.0272no
bayesopt_ucb2293.0242no
dlib2274.0676yes
dlib_default2248.0702yes
nlopt_ags2247.0222no
nevergrad_ngopt42232.0278no
pysot_ei2223.0242no
nevergrad_ngopt82057.0299no
ultraopt_gbrt2018.0250no
pymoo_pattern2010.0235no
ultraopt_forest1960.0255no
pysot_lcb1946.0207no
hebo_sequential1937.033no
nevergrad_ngopt1906.0274no
optuna_tpe1869.0264no
scipy_lbfgsb1787.097yes
hebo_sequential1779.07no
freelunch_sa_211765.014no
freelunch_sade_81732.017no
hebo_batch1703.042no
nlopt_direct1703.0219no
nlopt_directl1681.0209no
freelunch_sa_81681.012no
hebo_batch1653.011no
nlopt_esch1644.0201no
scipy_slsqp1625.0615yes
freelunch_sa_31624.013no
scipy_powell1622.0547yes
freelunch_sade_211609.013no
optuna_random_clone_21600313no
optuna_random_clone1600268no
optuna_random_clone_11600254no
optuna_random1600253no
platypus_genetic16000no
platypus_evolutionary16000no
platypus_nsgaii16000no
platypus_cmaes16000no
platypus_gde316000no
platypus_ibea16000no
platypus_omopso16000no
platypus_smpso16000no
platypus_spea216000no
platypus_epsmoea16000no
pymoo_unsga316000no
pymoo_nsga216000no
freelunch_krillherd_316000no
freelunch_krillherd_816000no
optuna_cmaes1600.0246no
hyperopt_atpe1572.0862yes
freelunch_de_81572.017no
freelunch_pso_211545.017no
hyperopt_tpe1488.0807yes
freelunch_pso_81447.010no
hyperopt_rand1407.0818yes
freelunch_pso_31405.014no
freelunch_de_31387.08no
scipy_nelder1383.017no
freelunch_sade_31372.018no
freelunch_de_211367.018no
ultraopt_random1351.0269no
nevergrad_portfolio1292.0268no
nevergrad_de1258.0279no
pymoo_nelder1209.0209no
nevergrad_hammersley1107.0265no
nlopt_isres1097.0236no
pysot_random1089.0232no
shgo_slsqp_sobol1005.0388yes
shgo_nelder_sobol995.0428yes
pymoo_nsga3990.0232no
nlopt_crs2lm967.0236no
shgo_powell_sobol943.0427yes
nlopt_directo877.0220no
platypus_moead725.0185no