Optimizer Elo Ratings
Produced by
optimizer-elo-ratings using
the
humpday package. See the
article.
Class of objective functions: portfolio
Dimension 13
Function evaluation limit: 340
Name | Rating | Games | Active |
---|
bobyqa_default | 2567.0 | 500 | yes |
bobyqa_noise | 2421.0 | 500 | yes |
ultraopt_etpe | 2312.0 | 142 | no |
dlib_default | 2247.0 | 443 | yes |
dlib | 2243.0 | 484 | yes |
nevergrad_oneplus | 2112.0 | 42 | no |
scipy_slsqp | 2064.0 | 410 | yes |
nevergrad_ngopt8 | 2036.0 | 51 | no |
nevergrad_ngopt4 | 1963.0 | 50 | no |
nevergrad_ngopt | 1895.0 | 55 | no |
freelunch_sade_21 | 1872.0 | 11 | no |
nlopt_directr | 1851.0 | 15 | no |
nlopt_direct | 1850.0 | 20 | no |
pymoo_nsga3 | 1850.0 | 24 | no |
pymoo_pattern | 1835.0 | 20 | no |
scipy_powell | 1794.0 | 354 | yes |
freelunch_sade_8 | 1759.0 | 12 | no |
nevergrad_portfolio | 1747.0 | 59 | no |
freelunch_de_8 | 1702.0 | 11 | no |
nlopt_directl | 1689.0 | 29 | no |
nevergrad_de | 1689.0 | 53 | no |
optuna_tpe | 1671.0 | 57 | no |
freelunch_sa_3 | 1660.0 | 9 | no |
platypus_omopso | 1649.0 | 18 | no |
ultraopt_forest | 1614.0 | 142 | no |
optuna_random_clone | 1600 | 71 | no |
optuna_random_clone_2 | 1600 | 57 | no |
optuna_random | 1600 | 55 | no |
optuna_random_clone_1 | 1600 | 53 | 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 |
scipy_nelder | 1600 | 0 | no |
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_unsga3 | 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 |
hebo_sequential | 1600 | 0 | no |
hebo_batch | 1600 | 0 | no |
freelunch_krillherd_3 | 1600 | 0 | no |
freelunch_krillherd_8 | 1600 | 0 | no |
pymoo_nelder | 1587.0 | 22 | no |
nlopt_esch | 1581.0 | 27 | no |
platypus_epsmoea | 1580.0 | 27 | no |
platypus_ibea | 1576.0 | 13 | no |
nlopt_crs2lm | 1573.0 | 17 | no |
freelunch_de_21 | 1564.0 | 4 | no |
scipy_lbfgsb | 1555.0 | 211 | yes |
freelunch_pso_3 | 1550.0 | 2 | no |
freelunch_sa_8 | 1547.0 | 7 | no |
nevergrad_hammersley | 1536.0 | 43 | no |
freelunch_pso_8 | 1503.0 | 11 | no |
platypus_evolutionary | 1488.0 | 26 | no |
platypus_moead | 1485.0 | 24 | no |
freelunch_sa_21 | 1462.0 | 12 | no |
freelunch_de_3 | 1448.0 | 9 | no |
freelunch_pso_21 | 1446.0 | 9 | no |
platypus_nsgaii | 1445.0 | 22 | no |
freelunch_sade_3 | 1421.0 | 12 | no |
pymoo_nsga2 | 1378.0 | 27 | no |
platypus_genetic | 1369.0 | 23 | no |
platypus_smpso | 1331.0 | 30 | no |
nlopt_isres | 1300.0 | 34 | no |
nlopt_directo | 1286.0 | 22 | no |
hyperopt_atpe | 1241.0 | 463 | yes |
platypus_spea2 | 1236.0 | 21 | no |
hyperopt_rand | 1229.0 | 490 | yes |
platypus_gde3 | 1183.0 | 32 | no |
hyperopt_tpe | 1056.0 | 492 | yes |
ultraopt_random | 812.0 | 140 | no |