Optimizer Elo Ratings
Produced by
optimizer-elo-ratings using
the
humpday package. See the
article.
Class of objective functions: portfolio
Dimension 89
Function evaluation limit: 210
Name | Rating | Games | Active |
---|
bobyqa_noise | 2614.0 | 352 | yes |
bobyqa_default | 2565.0 | 353 | yes |
nevergrad_ngopt4 | 2059.0 | 42 | no |
nevergrad_oneplus | 2054.0 | 47 | no |
nevergrad_ngopt8 | 2019.0 | 53 | no |
nlopt_directr | 1901.0 | 20 | no |
nevergrad_ngopt | 1883.0 | 39 | no |
platypus_nsgaii | 1853.0 | 19 | no |
nevergrad_hammersley | 1825.0 | 47 | no |
scipy_powell | 1820.0 | 303 | yes |
scipy_slsqp | 1806.0 | 174 | yes |
ultraopt_etpe | 1788.0 | 111 | no |
platypus_omopso | 1774.0 | 30 | no |
nlopt_esch | 1741.0 | 17 | no |
freelunch_de_21 | 1729.0 | 6 | no |
freelunch_sa_3 | 1726.0 | 9 | no |
freelunch_sade_21 | 1719.0 | 8 | no |
freelunch_sade_8 | 1718.0 | 6 | no |
platypus_epsmoea | 1700.0 | 19 | no |
optuna_tpe | 1681.0 | 37 | no |
freelunch_sa_8 | 1660.0 | 6 | no |
freelunch_de_8 | 1654.0 | 7 | no |
platypus_evolutionary | 1630.0 | 16 | no |
scipy_lbfgsb | 1622.0 | 1 | yes |
optuna_random | 1600 | 47 | no |
optuna_random_clone_1 | 1600 | 43 | no |
optuna_random_clone | 1600 | 37 | no |
optuna_random_clone_2 | 1600 | 35 | no |
shgo_slsqp_sobol | 1600 | 0 | yes |
shgo_powell_sobol | 1600 | 0 | yes |
shgo_nelder_sobol | 1600 | 0 | yes |
skopt_gp_default | 1600 | 0 | yes |
dlib | 1600 | 0 | yes |
dlib_default | 1600 | 0 | yes |
pysot_ei | 1600 | 0 | no |
pysot_lcb | 1600 | 0 | no |
pysot_random | 1600 | 0 | no |
pysot_srbf | 1600 | 0 | no |
pysot_dycors | 1600 | 0 | no |
ax_default | 1600 | 0 | no |
optuna_cmaes | 1600 | 0 | no |
platypus_cmaes | 1600 | 0 | no |
pymoo_nelder | 1600 | 0 | no |
pymoo_unsga3 | 1600 | 0 | no |
pymoo_pattern | 1600 | 0 | no |
ultraopt_gbrt | 1600 | 0 | no |
bayesopt_ucb | 1600 | 0 | no |
bayesopt_ei | 1600 | 0 | no |
bayesopt_poi | 1600 | 0 | no |
nlopt_ags | 1600 | 0 | no |
nlopt_directo | 1600 | 0 | no |
hebo_sequential | 1600 | 0 | no |
hebo_batch | 1600 | 0 | no |
freelunch_krillherd_3 | 1600 | 0 | no |
freelunch_krillherd_8 | 1600 | 0 | no |
platypus_ibea | 1592.0 | 20 | no |
platypus_genetic | 1570.0 | 18 | no |
nevergrad_portfolio | 1560.0 | 47 | no |
freelunch_sade_3 | 1554.0 | 3 | no |
freelunch_pso_8 | 1550.0 | 4 | no |
freelunch_sa_21 | 1537.0 | 8 | no |
platypus_gde3 | 1532.0 | 17 | no |
freelunch_pso_21 | 1524.0 | 8 | no |
nevergrad_de | 1516.0 | 45 | no |
nlopt_isres | 1500.0 | 16 | no |
platypus_smpso | 1498.0 | 25 | no |
platypus_spea2 | 1498.0 | 18 | no |
pymoo_nsga2 | 1487.0 | 24 | no |
freelunch_pso_3 | 1443.0 | 6 | no |
nlopt_crs2lm | 1414.0 | 23 | no |
freelunch_de_3 | 1401.0 | 8 | no |
ultraopt_forest | 1395.0 | 110 | no |
hyperopt_rand | 1376.0 | 338 | yes |
hyperopt_atpe | 1368.0 | 302 | yes |
pymoo_nsga3 | 1366.0 | 25 | no |
nlopt_direct | 1337.0 | 22 | no |
nlopt_directl | 1299.0 | 20 | no |
hyperopt_tpe | 1276.0 | 340 | yes |
platypus_moead | 1267.0 | 16 | no |
ultraopt_random | 908.0 | 118 | no |