Optimizer Elo Ratings
Produced by
optimizer-elo-ratings using
the
humpday package. See the
article.
Class of objective functions: classic
Dimension 02
Function evaluation limit: 50
Name | Rating | Games | Active |
---|
pysot_srbf | 1857.0 | 13 | yes |
pysot_dycors | 1818.0 | 15 | yes |
pymoo_pattern | 1818.0 | 16 | yes |
bobyqa_default | 1804.0 | 11 | yes |
ax_default | 1769.0 | 14 | yes |
dlib | 1761.0 | 12 | yes |
skopt_gp_default | 1744.0 | 15 | yes |
nlopt_directr | 1739.0 | 7 | yes |
shgo_slsqp_sobol | 1731.0 | 8 | yes |
scipy_powell | 1730.0 | 15 | yes |
nevergrad_ngopt | 1729.0 | 10 | yes |
pysot_random | 1729.0 | 21 | yes |
pysot_ei | 1686.0 | 8 | yes |
bayesopt_ei | 1681.0 | 10 | yes |
bobyqa_noise | 1673.0 | 5 | yes |
pymoo_nelder | 1669.0 | 19 | yes |
optuna_tpe | 1668.0 | 15 | yes |
shgo_nelder_sobol | 1665.0 | 15 | yes |
dlib_default | 1661.0 | 6 | yes |
nlopt_directo | 1658.0 | 9 | yes |
ultraopt_gbrt | 1657.0 | 8 | yes |
pysot_lcb | 1652.0 | 8 | yes |
shgo_powell_sobol | 1646.0 | 12 | yes |
optuna_cmaes | 1637.0 | 13 | yes |
nlopt_directl | 1637.0 | 2 | yes |
nlopt_isres | 1628.0 | 7 | yes |
hyperopt_atpe | 1627.0 | 12 | yes |
platypus_moead | 1624.0 | 10 | yes |
bayesopt_poi | 1620.0 | 16 | yes |
scipy_lbfgsb | 1612.0 | 14 | yes |
nevergrad_ngopt8 | 1608.0 | 7 | yes |
optuna_random_clone | 1600 | 20 | yes |
optuna_random | 1600 | 17 | yes |
optuna_random_clone_1 | 1600 | 17 | yes |
optuna_random_clone_2 | 1600 | 15 | yes |
platypus_genetic | 1600 | 0 | yes |
platypus_evolutionary | 1600 | 0 | yes |
platypus_nsgaii | 1600 | 0 | yes |
platypus_cmaes | 1600 | 0 | yes |
platypus_gde3 | 1600 | 0 | yes |
platypus_ibea | 1600 | 0 | yes |
platypus_omopso | 1600 | 0 | yes |
platypus_smpso | 1600 | 0 | yes |
platypus_spea2 | 1600 | 0 | yes |
platypus_epsmoea | 1600 | 0 | yes |
pymoo_nsga2 | 1600 | 0 | yes |
ultraopt_forest | 1581.0 | 7 | yes |
nlopt_crs2lm | 1573.0 | 10 | yes |
hyperopt_rand | 1571.0 | 19 | yes |
nevergrad_portfolio | 1556.0 | 14 | yes |
nevergrad_ngopt4 | 1544.0 | 16 | yes |
bayesopt_ucb | 1533.0 | 7 | yes |
nlopt_esch | 1530.0 | 8 | yes |
nlopt_direct | 1522.0 | 8 | yes |
scipy_nelder | 1514.0 | 13 | yes |
pymoo_nsga3 | 1510.0 | 12 | yes |
pymoo_unsga3 | 1508.0 | 17 | yes |
nevergrad_hammersley | 1492.0 | 18 | yes |
hyperopt_tpe | 1490.0 | 13 | yes |
ultraopt_etpe | 1476.0 | 17 | yes |
nevergrad_de | 1464.0 | 18 | yes |
nevergrad_oneplus | 1415.0 | 15 | yes |
scipy_slsqp | 1395.0 | 17 | yes |
nlopt_ags | 1373.0 | 13 | yes |
ultraopt_random | 1365.0 | 14 | yes |