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

Overall Optimizer Elo Leaderboard

Produced by optimizer-elo-ratings using the humpday package. See the article.
NameRatingGamesActive
bobyqa_default3037.07406yes
skopt_gp_default2892.03176yes
bayesopt_poi2887.01237no
nevergrad_oneplus2852.02738no
nlopt_directr2804.01423no
bayesopt_ei2796.01231no
bayesopt_ucb2728.01268no
bobyqa_noise2728.07587yes
dlib_default2688.05826yes
nevergrad_ngopt82686.02666no
pysot_dycors2638.0831no
nevergrad_ngopt2583.02561no
nevergrad_ngopt42532.02794no
dlib2527.05806yes
optuna_cmaes2502.01261no
pysot_ei2502.0805no
hebo_sequential2479.0353no
pysot_srbf2455.0826no
ultraopt_gbrt2442.02616no
ultraopt_etpe2411.05856no
freelunch_sade_82341.0386no
hebo_batch2328.0403no
optuna_tpe2319.02649no
pymoo_pattern2311.01227no
nlopt_ags2300.0797no
freelunch_sade_212261.0386no
scipy_powell2241.04086yes
ax_default2224.0519no
freelunch_sa_212222.0370no
freelunch_de_82211.0396no
pysot_lcb2185.0811no
hebo_sequential2177.079no
hebo_batch2176.0211no
nlopt_direct2174.01408no
nevergrad_portfolio2142.02618no
ultraopt_forest2140.05859no
nevergrad_hammersley2114.02696no
nevergrad_de2067.02625no
pymoo_nelder2056.01213no
hyperopt_rand2045.07680yes
scipy_slsqp2040.05683yes
nlopt_esch2017.01477no
hyperopt_atpe1989.07498yes
shgo_powell_sobol1959.01178yes
freelunch_sa_31914.0414no
shgo_slsqp_sobol1907.01200yes
shgo_nelder_sobol1888.01251yes
freelunch_de_211863.0395no
platypus_epsmoea1862.01134no
hyperopt_tpe1851.07561yes
nlopt_directl1843.01466no
freelunch_sa_81838.0374no
platypus_omopso1830.01135no
scipy_lbfgsb1823.02081yes
freelunch_krillherd_31821.025no
pymoo_nsga31768.01561no
nlopt_crs2lm1735.01489no
platypus_smpso1693.01134no
platypus_genetic1668.01114no
nlopt_directo1649.01357no
freelunch_krillherd_81637.018no
ultraopt_random1625.05857no
optuna_random_clone_216002686no
optuna_random_clone16002669no
optuna_random_clone_116002632no
optuna_random16002575no
pymoo_unsga316000no
platypus_ibea1600.01084no
platypus_nsgaii1575.01115no
nlopt_isres1568.01490no
platypus_moead1542.01499no
platypus_evolutionary1542.01103no
freelunch_pso_81494.0369no
pymoo_nsga21480.01114no
freelunch_pso_211476.0401no
platypus_cmaes1460.0609no
platypus_gde31380.01138no
pysot_random1367.0804no
freelunch_pso_31286.0366no
freelunch_sade_31283.0405no
freelunch_de_31238.0389no
platypus_spea21209.01122no