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: 80
Name | Rating | Games | Active |
---|
bobyqa_default | 1943.0 | 27 | yes |
dlib_default | 1850.0 | 25 | yes |
nlopt_directr | 1795.0 | 21 | yes |
nevergrad_ngopt8 | 1772.0 | 21 | yes |
nlopt_isres | 1771.0 | 25 | yes |
nlopt_esch | 1758.0 | 22 | yes |
optuna_tpe | 1754.0 | 13 | yes |
dlib | 1746.0 | 10 | yes |
bobyqa_noise | 1743.0 | 18 | yes |
nevergrad_ngopt4 | 1728.0 | 19 | yes |
nevergrad_ngopt | 1677.0 | 15 | yes |
nevergrad_oneplus | 1656.0 | 26 | yes |
nlopt_direct | 1644.0 | 30 | yes |
ultraopt_etpe | 1616.0 | 25 | yes |
scipy_slsqp | 1611.0 | 7 | yes |
ultraopt_random | 1606.0 | 20 | yes |
optuna_random | 1600 | 19 | yes |
optuna_random_clone | 1600 | 17 | yes |
optuna_random_clone_2 | 1600 | 17 | yes |
optuna_random_clone_1 | 1600 | 11 | yes |
shgo_slsqp_sobol | 1600 | 0 | yes |
shgo_powell_sobol | 1600 | 0 | yes |
shgo_nelder_sobol | 1600 | 0 | yes |
scipy_powell | 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_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_nelder | 1600 | 0 | yes |
pymoo_unsga3 | 1600 | 0 | yes |
pymoo_pattern | 1600 | 0 | yes |
pymoo_nsga2 | 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 |
nlopt_directo | 1600 | 0 | yes |
hyperopt_atpe | 1598.0 | 16 | yes |
ultraopt_forest | 1589.0 | 22 | yes |
nlopt_directl | 1583.0 | 24 | yes |
nevergrad_hammersley | 1571.0 | 16 | yes |
hyperopt_tpe | 1569.0 | 21 | yes |
scipy_lbfgsb | 1552.0 | 6 | yes |
nevergrad_portfolio | 1540.0 | 26 | yes |
hyperopt_rand | 1510.0 | 13 | yes |
pymoo_nsga3 | 1483.0 | 25 | yes |
nlopt_crs2lm | 1482.0 | 21 | yes |
scipy_nelder | 1467.0 | 22 | yes |
nevergrad_de | 1425.0 | 19 | yes |
platypus_moead | 1282.0 | 21 | yes |