Optimizer Elo Ratings
Produced by
optimizer-elo-ratings using
the
humpday package. See the
article.
Class of objective functions: all
Dimension 89
Function evaluation limit: 130
Name | Rating | Games | Active |
---|
nevergrad_oneplus | 2198.0 | 54 | no |
nevergrad_ngopt8 | 2076.0 | 53 | no |
nevergrad_ngopt4 | 2032.0 | 39 | no |
scipy_powell | 2000.0 | 281 | yes |
optuna_tpe | 1996.0 | 48 | no |
nevergrad_hammersley | 1947.0 | 52 | no |
nlopt_directr | 1896.0 | 17 | no |
scipy_slsqp | 1873.0 | 166 | yes |
ultraopt_etpe | 1862.0 | 126 | no |
nevergrad_ngopt | 1838.0 | 43 | no |
freelunch_sa_3 | 1792.0 | 11 | no |
hyperopt_atpe | 1774.0 | 318 | yes |
freelunch_sa_8 | 1758.0 | 5 | no |
freelunch_sa_21 | 1751.0 | 14 | no |
nlopt_esch | 1749.0 | 20 | no |
freelunch_de_8 | 1743.0 | 12 | no |
nevergrad_de | 1699.0 | 33 | no |
platypus_gde3 | 1689.0 | 23 | no |
ultraopt_forest | 1664.0 | 112 | no |
hyperopt_rand | 1664.0 | 359 | yes |
nevergrad_portfolio | 1662.0 | 48 | no |
platypus_epsmoea | 1656.0 | 10 | no |
freelunch_sade_21 | 1642.0 | 7 | no |
freelunch_sade_8 | 1631.0 | 8 | no |
platypus_spea2 | 1613.0 | 22 | no |
optuna_random_clone_1 | 1600 | 53 | no |
optuna_random_clone | 1600 | 52 | no |
optuna_random_clone_2 | 1600 | 48 | no |
optuna_random | 1600 | 46 | no |
shgo_slsqp_sobol | 1600 | 0 | yes |
shgo_powell_sobol | 1600 | 0 | yes |
shgo_nelder_sobol | 1600 | 0 | yes |
scipy_lbfgsb | 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 |
nlopt_crs2lm | 1591.0 | 18 | no |
platypus_evolutionary | 1574.0 | 24 | no |
freelunch_pso_21 | 1562.0 | 7 | no |
pymoo_nsga2 | 1561.0 | 19 | no |
platypus_genetic | 1560.0 | 26 | no |
hyperopt_tpe | 1545.0 | 366 | yes |
freelunch_de_21 | 1540.0 | 9 | no |
freelunch_pso_8 | 1535.0 | 5 | no |
freelunch_sade_3 | 1519.0 | 10 | no |
platypus_omopso | 1506.0 | 17 | no |
platypus_smpso | 1503.0 | 22 | no |
platypus_nsgaii | 1497.0 | 26 | no |
nlopt_isres | 1493.0 | 14 | no |
platypus_ibea | 1461.0 | 25 | no |
freelunch_de_3 | 1447.0 | 11 | no |
freelunch_pso_3 | 1429.0 | 10 | no |
platypus_moead | 1385.0 | 21 | no |
nlopt_directl | 1331.0 | 14 | no |
nlopt_direct | 1318.0 | 24 | no |
pymoo_nsga3 | 1256.0 | 21 | no |
ultraopt_random | 1206.0 | 140 | no |
bobyqa_noise | 916.0 | 354 | yes |
bobyqa_default | 864.0 | 344 | yes |