Optimizer Elo Ratings
Produced by
optimizer-elo-ratings using
the
humpday package. See the
article.
Class of objective functions: classic
Dimension 08
Function evaluation limit: 340
Name | Rating | Games | Active |
---|
pysot_srbf | 1881.0 | 13 | yes |
nevergrad_ngopt4 | 1858.0 | 24 | yes |
pymoo_pattern | 1853.0 | 21 | yes |
hyperopt_tpe | 1823.0 | 19 | yes |
nlopt_directl | 1807.0 | 8 | yes |
pymoo_nelder | 1798.0 | 13 | yes |
optuna_cmaes | 1796.0 | 15 | yes |
pysot_dycors | 1789.0 | 25 | yes |
shgo_powell_sobol | 1787.0 | 10 | yes |
dlib | 1779.0 | 18 | yes |
shgo_slsqp_sobol | 1771.0 | 14 | yes |
pymoo_unsga3 | 1762.0 | 29 | yes |
scipy_lbfgsb | 1748.0 | 18 | yes |
optuna_tpe | 1739.0 | 15 | yes |
scipy_powell | 1738.0 | 15 | yes |
pymoo_nsga3 | 1729.0 | 14 | yes |
nevergrad_ngopt8 | 1729.0 | 14 | yes |
bobyqa_default | 1720.0 | 8 | yes |
skopt_gp_default | 1714.0 | 16 | yes |
nlopt_directr | 1703.0 | 9 | yes |
bayesopt_ei | 1702.0 | 14 | yes |
nlopt_direct | 1697.0 | 13 | yes |
shgo_nelder_sobol | 1693.0 | 14 | yes |
nevergrad_ngopt | 1687.0 | 19 | yes |
nlopt_esch | 1678.0 | 12 | yes |
ultraopt_forest | 1677.0 | 10 | yes |
pysot_lcb | 1660.0 | 21 | yes |
bobyqa_noise | 1658.0 | 5 | yes |
hyperopt_rand | 1627.0 | 19 | yes |
optuna_random | 1600 | 23 | yes |
optuna_random_clone_1 | 1600 | 23 | yes |
optuna_random_clone | 1600 | 21 | yes |
optuna_random_clone_2 | 1600 | 13 | yes |
dlib_default | 1600 | 0 | yes |
pysot_ei | 1599.0 | 22 | yes |
nlopt_isres | 1593.0 | 7 | yes |
nlopt_directo | 1591.0 | 6 | yes |
bayesopt_ucb | 1591.0 | 25 | yes |
ultraopt_gbrt | 1590.0 | 8 | yes |
ultraopt_etpe | 1588.0 | 22 | yes |
nevergrad_oneplus | 1585.0 | 12 | yes |
ax_default | 1578.0 | 7 | yes |
bayesopt_poi | 1564.0 | 8 | yes |
hyperopt_atpe | 1558.0 | 19 | yes |
nlopt_crs2lm | 1553.0 | 9 | yes |
scipy_slsqp | 1550.0 | 14 | yes |
platypus_gde3 | 1546.0 | 14 | yes |
nlopt_ags | 1544.0 | 13 | yes |
platypus_ibea | 1543.0 | 23 | yes |
platypus_moead | 1533.0 | 14 | yes |
platypus_epsmoea | 1529.0 | 22 | yes |
nevergrad_de | 1519.0 | 18 | yes |
platypus_smpso | 1512.0 | 24 | yes |
platypus_cmaes | 1499.0 | 22 | yes |
platypus_omopso | 1497.0 | 22 | yes |
nevergrad_hammersley | 1427.0 | 28 | yes |
ultraopt_random | 1411.0 | 17 | yes |
nevergrad_portfolio | 1399.0 | 18 | yes |
pysot_random | 1379.0 | 13 | yes |
pymoo_nsga2 | 1379.0 | 15 | yes |
platypus_nsgaii | 1372.0 | 19 | yes |
platypus_genetic | 1367.0 | 20 | yes |
platypus_evolutionary | 1366.0 | 29 | yes |
scipy_nelder | 1347.0 | 20 | yes |
platypus_spea2 | 1310.0 | 24 | yes |