Optimizer Elo Ratings
Produced by
optimizer-elo-ratings using
the
humpday package. See the
article.
Class of objective functions: classic
Dimension 13
Function evaluation limit: 340
Name | Rating | Games | Active |
---|
pymoo_pattern | 1979.0 | 34 | yes |
nlopt_directr | 1940.0 | 30 | yes |
nevergrad_ngopt | 1901.0 | 30 | yes |
nlopt_direct | 1870.0 | 36 | yes |
bobyqa_noise | 1864.0 | 39 | yes |
scipy_powell | 1856.0 | 35 | yes |
dlib | 1841.0 | 22 | yes |
nevergrad_ngopt8 | 1835.0 | 35 | yes |
nevergrad_oneplus | 1805.0 | 32 | yes |
pymoo_nsga3 | 1803.0 | 38 | yes |
bobyqa_default | 1787.0 | 26 | yes |
pymoo_nelder | 1778.0 | 34 | yes |
nlopt_directl | 1764.0 | 36 | yes |
hyperopt_rand | 1744.0 | 34 | yes |
platypus_smpso | 1723.0 | 26 | yes |
ultraopt_etpe | 1717.0 | 26 | yes |
scipy_lbfgsb | 1708.0 | 14 | yes |
hyperopt_atpe | 1689.0 | 29 | yes |
scipy_slsqp | 1661.0 | 26 | yes |
dlib_default | 1647.0 | 33 | yes |
nlopt_esch | 1641.0 | 33 | yes |
hyperopt_tpe | 1636.0 | 40 | yes |
bayesopt_poi | 1631.0 | 1 | yes |
pysot_dycors | 1630.0 | 1 | yes |
ax_default | 1630.0 | 1 | yes |
optuna_random_clone | 1600 | 35 | yes |
optuna_random_clone_1 | 1600 | 32 | yes |
optuna_random_clone_2 | 1600 | 32 | yes |
optuna_random | 1600 | 24 | yes |
shgo_slsqp_sobol | 1600 | 0 | yes |
shgo_powell_sobol | 1600 | 0 | yes |
shgo_nelder_sobol | 1600 | 0 | yes |
pysot_ei | 1600 | 0 | yes |
pysot_lcb | 1600 | 0 | yes |
pysot_random | 1600 | 0 | yes |
optuna_cmaes | 1600 | 0 | yes |
platypus_cmaes | 1600 | 0 | yes |
pymoo_unsga3 | 1600 | 0 | yes |
skopt_gp_default | 1600 | 0 | yes |
ultraopt_gbrt | 1600 | 0 | yes |
bayesopt_ucb | 1600 | 0 | yes |
nlopt_ags | 1600 | 0 | yes |
nlopt_directo | 1598.0 | 35 | yes |
optuna_tpe | 1595.0 | 23 | yes |
nevergrad_de | 1579.0 | 30 | yes |
platypus_omopso | 1578.0 | 28 | yes |
platypus_moead | 1576.0 | 33 | yes |
nevergrad_ngopt4 | 1574.0 | 24 | yes |
pysot_srbf | 1571.0 | 1 | yes |
bayesopt_ei | 1570.0 | 1 | yes |
nevergrad_portfolio | 1557.0 | 31 | yes |
nlopt_crs2lm | 1535.0 | 34 | yes |
pymoo_nsga2 | 1531.0 | 21 | yes |
ultraopt_forest | 1517.0 | 32 | yes |
platypus_epsmoea | 1508.0 | 33 | yes |
nlopt_isres | 1455.0 | 37 | yes |
platypus_gde3 | 1447.0 | 33 | yes |
platypus_nsgaii | 1440.0 | 35 | yes |
platypus_ibea | 1422.0 | 29 | yes |
platypus_genetic | 1396.0 | 30 | yes |
nevergrad_hammersley | 1393.0 | 25 | yes |
platypus_evolutionary | 1323.0 | 31 | yes |
platypus_spea2 | 1321.0 | 35 | yes |
ultraopt_random | 1315.0 | 33 | yes |
scipy_nelder | 1270.0 | 34 | yes |