Optimizer Elo Ratings
Produced by
optimizer-elo-ratings using
the
humpday package. See the
article.
Class of objective functions: classic
Dimension 02
Function evaluation limit: 340
Name | Rating | Games | Active |
---|
skopt_gp_default | 1883.0 | 23 | yes |
nevergrad_ngopt | 1846.0 | 13 | yes |
pymoo_unsga3 | 1817.0 | 27 | yes |
nevergrad_ngopt4 | 1809.0 | 13 | yes |
nlopt_direct | 1807.0 | 8 | yes |
optuna_cmaes | 1793.0 | 23 | yes |
platypus_moead | 1770.0 | 20 | yes |
pysot_srbf | 1767.0 | 20 | yes |
pysot_lcb | 1759.0 | 17 | yes |
pymoo_nelder | 1750.0 | 17 | yes |
dlib_default | 1749.0 | 11 | yes |
dlib | 1738.0 | 20 | yes |
scipy_powell | 1728.0 | 13 | yes |
shgo_powell_sobol | 1724.0 | 15 | yes |
ultraopt_etpe | 1718.0 | 18 | yes |
ax_default | 1717.0 | 19 | yes |
nlopt_directr | 1714.0 | 9 | yes |
nlopt_crs2lm | 1709.0 | 6 | yes |
ultraopt_forest | 1708.0 | 11 | yes |
nevergrad_ngopt8 | 1702.0 | 15 | yes |
pysot_ei | 1700.0 | 23 | yes |
pymoo_pattern | 1696.0 | 14 | yes |
shgo_slsqp_sobol | 1687.0 | 18 | yes |
nlopt_directl | 1685.0 | 5 | yes |
bayesopt_ei | 1653.0 | 24 | yes |
pymoo_nsga3 | 1647.0 | 18 | yes |
pysot_dycors | 1643.0 | 19 | yes |
hyperopt_tpe | 1632.0 | 16 | yes |
shgo_nelder_sobol | 1629.0 | 12 | yes |
scipy_nelder | 1627.0 | 20 | yes |
nlopt_directo | 1625.0 | 12 | yes |
bayesopt_poi | 1615.0 | 16 | yes |
bobyqa_noise | 1605.0 | 4 | yes |
platypus_smpso | 1603.0 | 13 | yes |
bayesopt_ucb | 1603.0 | 16 | yes |
optuna_random_clone_1 | 1600 | 22 | yes |
optuna_random_clone | 1600 | 20 | yes |
optuna_random_clone_2 | 1600 | 20 | yes |
optuna_random | 1600 | 10 | yes |
nevergrad_portfolio | 1599.0 | 13 | yes |
nevergrad_de | 1599.0 | 16 | yes |
nlopt_ags | 1598.0 | 6 | yes |
optuna_tpe | 1589.0 | 11 | yes |
platypus_omopso | 1568.0 | 28 | yes |
bobyqa_default | 1560.0 | 6 | yes |
nlopt_esch | 1553.0 | 12 | yes |
ultraopt_gbrt | 1550.0 | 11 | yes |
scipy_lbfgsb | 1548.0 | 14 | yes |
platypus_gde3 | 1547.0 | 20 | yes |
platypus_cmaes | 1535.0 | 20 | yes |
platypus_evolutionary | 1533.0 | 12 | yes |
hyperopt_rand | 1524.0 | 13 | yes |
nlopt_isres | 1517.0 | 8 | yes |
hyperopt_atpe | 1511.0 | 18 | yes |
scipy_slsqp | 1478.0 | 8 | yes |
platypus_ibea | 1476.0 | 19 | yes |
platypus_nsgaii | 1465.0 | 20 | yes |
nevergrad_oneplus | 1455.0 | 18 | yes |
platypus_spea2 | 1436.0 | 11 | yes |
pymoo_nsga2 | 1429.0 | 17 | yes |
platypus_genetic | 1401.0 | 16 | yes |
platypus_epsmoea | 1371.0 | 21 | yes |
pysot_random | 1359.0 | 20 | yes |
ultraopt_random | 1280.0 | 27 | yes |
nevergrad_hammersley | 1275.0 | 23 | yes |