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: 550
Name | Rating | Games | Active |
---|
hyperopt_tpe | 1713.0 | 4 | yes |
platypus_ibea | 1710.0 | 4 | yes |
nlopt_direct | 1687.0 | 3 | yes |
pymoo_pattern | 1683.0 | 6 | yes |
nevergrad_ngopt | 1681.0 | 5 | yes |
nevergrad_oneplus | 1660.0 | 3 | yes |
bobyqa_noise | 1659.0 | 7 | yes |
platypus_smpso | 1659.0 | 6 | yes |
pymoo_nelder | 1658.0 | 2 | yes |
pymoo_nsga2 | 1654.0 | 4 | yes |
hyperopt_rand | 1633.0 | 4 | yes |
nlopt_directr | 1630.0 | 1 | yes |
nlopt_directl | 1630.0 | 1 | yes |
scipy_powell | 1629.0 | 1 | yes |
pymoo_nsga3 | 1628.0 | 3 | yes |
platypus_evolutionary | 1623.0 | 5 | yes |
nlopt_directo | 1604.0 | 6 | yes |
nevergrad_de | 1604.0 | 4 | yes |
nlopt_esch | 1603.0 | 4 | yes |
nevergrad_ngopt8 | 1601.0 | 1 | yes |
scipy_lbfgsb | 1601.0 | 2 | yes |
dlib | 1600.0 | 5 | yes |
nlopt_isres | 1600.0 | 2 | yes |
optuna_random_clone | 1600 | 7 | yes |
optuna_random_clone_2 | 1600 | 6 | yes |
optuna_random | 1600 | 4 | yes |
optuna_random_clone_1 | 1600 | 2 | yes |
dlib_default | 1600.0 | 2 | yes |
platypus_epsmoea | 1600.0 | 1 | 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 |
pysot_srbf | 1600 | 0 | yes |
pysot_dycors | 1600 | 0 | yes |
ax_default | 1600 | 0 | yes |
optuna_cmaes | 1600 | 0 | yes |
platypus_cmaes | 1600 | 0 | yes |
nevergrad_ngopt4 | 1600 | 0 | yes |
pymoo_unsga3 | 1600 | 0 | yes |
skopt_gp_default | 1600 | 0 | yes |
ultraopt_gbrt | 1600 | 0 | yes |
bayesopt_ucb | 1600 | 0 | yes |
bayesopt_ei | 1600 | 0 | yes |
bayesopt_poi | 1600 | 0 | yes |
nlopt_ags | 1600 | 0 | yes |
optuna_tpe | 1599.0 | 5 | yes |
nevergrad_hammersley | 1599.0 | 3 | yes |
ultraopt_forest | 1599.0 | 1 | yes |
scipy_slsqp | 1599.0 | 2 | yes |
platypus_omopso | 1574.0 | 3 | yes |
platypus_gde3 | 1573.0 | 2 | yes |
platypus_nsgaii | 1570.0 | 1 | yes |
bobyqa_default | 1569.0 | 1 | yes |
hyperopt_atpe | 1556.0 | 6 | yes |
platypus_moead | 1545.0 | 4 | yes |
nevergrad_portfolio | 1544.0 | 6 | yes |
scipy_nelder | 1542.0 | 2 | yes |
platypus_spea2 | 1539.0 | 2 | yes |
ultraopt_etpe | 1516.0 | 4 | yes |
nlopt_crs2lm | 1498.0 | 10 | yes |
ultraopt_random | 1491.0 | 4 | yes |
platypus_genetic | 1484.0 | 4 | yes |