Optimizer Elo Ratings
Produced by
optimizer-elo-ratings using
the
humpday package. See the
article.
Class of objective functions: portfolio
Dimension 21
Function evaluation limit: 130
Name | Rating | Games | Active |
---|
bobyqa_default | 2936.0 | 472 | yes |
bobyqa_noise | 2854.0 | 464 | yes |
nevergrad_oneplus | 2060.0 | 54 | no |
nevergrad_ngopt4 | 2036.0 | 57 | no |
nevergrad_ngopt8 | 2011.0 | 39 | no |
dlib | 1988.0 | 508 | yes |
nevergrad_hammersley | 1928.0 | 49 | no |
dlib_default | 1924.0 | 398 | yes |
nlopt_directr | 1900.0 | 26 | no |
scipy_lbfgsb | 1892.0 | 38 | yes |
scipy_slsqp | 1884.0 | 286 | yes |
scipy_powell | 1869.0 | 419 | yes |
optuna_tpe | 1819.0 | 49 | no |
freelunch_sa_8 | 1760.0 | 15 | no |
freelunch_sa_3 | 1744.0 | 7 | no |
nlopt_direct | 1736.0 | 23 | no |
nevergrad_ngopt | 1728.0 | 46 | no |
ultraopt_etpe | 1695.0 | 141 | no |
freelunch_sade_21 | 1690.0 | 3 | no |
freelunch_sade_8 | 1658.0 | 12 | no |
freelunch_sa_21 | 1654.0 | 6 | no |
nlopt_esch | 1653.0 | 34 | no |
nevergrad_portfolio | 1653.0 | 45 | no |
ultraopt_forest | 1618.0 | 156 | no |
freelunch_de_8 | 1610.0 | 7 | no |
optuna_random_clone_2 | 1600 | 61 | no |
optuna_random_clone | 1600 | 56 | no |
optuna_random | 1600 | 51 | no |
optuna_random_clone_1 | 1600 | 43 | 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 |
platypus_gde3 | 1541.0 | 25 | no |
freelunch_de_21 | 1533.0 | 5 | no |
platypus_epsmoea | 1525.0 | 20 | no |
freelunch_pso_8 | 1513.0 | 6 | no |
platypus_genetic | 1511.0 | 21 | no |
nevergrad_de | 1508.0 | 48 | no |
pymoo_nsga2 | 1507.0 | 17 | no |
freelunch_sade_3 | 1505.0 | 6 | no |
freelunch_de_3 | 1493.0 | 6 | no |
nlopt_crs2lm | 1481.0 | 21 | no |
freelunch_pso_21 | 1468.0 | 11 | no |
pymoo_pattern | 1464.0 | 22 | no |
nlopt_isres | 1464.0 | 20 | no |
pymoo_nsga3 | 1461.0 | 21 | no |
pymoo_nelder | 1460.0 | 28 | no |
platypus_evolutionary | 1458.0 | 16 | no |
freelunch_pso_3 | 1450.0 | 8 | no |
nlopt_directl | 1436.0 | 21 | no |
platypus_ibea | 1425.0 | 18 | no |
platypus_spea2 | 1416.0 | 27 | no |
platypus_nsgaii | 1401.0 | 20 | no |
platypus_moead | 1394.0 | 25 | no |
platypus_smpso | 1364.0 | 21 | no |
nlopt_directo | 1340.0 | 26 | no |
platypus_omopso | 1337.0 | 22 | no |
hyperopt_rand | 1196.0 | 494 | yes |
ultraopt_random | 1125.0 | 138 | no |
hyperopt_tpe | 1109.0 | 485 | yes |
hyperopt_atpe | 997.0 | 469 | yes |