Optimizer Elo Ratings
Produced by
optimizer-elo-ratings using
the
humpday package. See the
article.
Class of objective functions: classic
Dimension 34
Function evaluation limit: 210
Name | Rating | Games | Active |
---|
dlib_default | 2025.0 | 39 | yes |
bobyqa_default | 1999.0 | 30 | yes |
bobyqa_noise | 1975.0 | 27 | yes |
nlopt_directr | 1948.0 | 32 | yes |
dlib | 1890.0 | 34 | yes |
nevergrad_ngopt8 | 1856.0 | 23 | yes |
nevergrad_ngopt4 | 1845.0 | 32 | yes |
nevergrad_oneplus | 1844.0 | 30 | yes |
nevergrad_ngopt | 1826.0 | 33 | yes |
nlopt_esch | 1788.0 | 37 | yes |
scipy_slsqp | 1782.0 | 16 | yes |
ultraopt_etpe | 1769.0 | 29 | yes |
nlopt_directl | 1759.0 | 33 | yes |
nevergrad_de | 1724.0 | 32 | yes |
nlopt_directo | 1706.0 | 30 | yes |
pymoo_nsga3 | 1705.0 | 30 | yes |
scipy_lbfgsb | 1672.0 | 9 | yes |
nlopt_crs2lm | 1668.0 | 35 | yes |
hyperopt_tpe | 1662.0 | 38 | yes |
scipy_powell | 1661.0 | 2 | yes |
platypus_smpso | 1656.0 | 35 | yes |
nlopt_direct | 1646.0 | 28 | yes |
platypus_omopso | 1644.0 | 39 | yes |
nlopt_isres | 1615.0 | 28 | yes |
optuna_random_clone | 1600 | 39 | yes |
optuna_random_clone_1 | 1600 | 31 | yes |
optuna_random_clone_2 | 1600 | 30 | yes |
optuna_random | 1600 | 29 | 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 |
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 |
bayesopt_ei | 1600 | 0 | yes |
bayesopt_poi | 1600 | 0 | yes |
nlopt_ags | 1600 | 0 | yes |
ultraopt_forest | 1593.0 | 17 | yes |
hyperopt_atpe | 1585.0 | 29 | yes |
hyperopt_rand | 1584.0 | 31 | yes |
optuna_cmaes | 1570.0 | 1 | yes |
nevergrad_hammersley | 1560.0 | 38 | yes |
platypus_epsmoea | 1554.0 | 31 | yes |
optuna_tpe | 1536.0 | 24 | yes |
platypus_genetic | 1507.0 | 29 | yes |
pymoo_nsga2 | 1506.0 | 28 | yes |
platypus_nsgaii | 1464.0 | 32 | yes |
platypus_evolutionary | 1457.0 | 24 | yes |
platypus_ibea | 1431.0 | 29 | yes |
platypus_moead | 1406.0 | 29 | yes |
nevergrad_portfolio | 1393.0 | 21 | yes |
platypus_gde3 | 1374.0 | 24 | yes |
pymoo_pattern | 1366.0 | 45 | yes |
scipy_nelder | 1352.0 | 32 | yes |
platypus_spea2 | 1346.0 | 30 | yes |
pymoo_nelder | 1315.0 | 35 | yes |
ultraopt_random | 1272.0 | 29 | yes |