Optimizer Elo Ratings
Produced by
optimizer-elo-ratings using
the
humpday package. See the
article.
Class of objective functions: all
Dimension 02
Function evaluation limit: 210
| Name | Rating | Games | Active |
|---|
| dlib_default | 2044.0 | 675 | yes |
| dlib | 2009.0 | 613 | yes |
| nlopt_directo | 1983.0 | 49 | no |
| skopt_gp_default | 1950.0 | 504 | yes |
| bayesopt_ei | 1948.0 | 77 | no |
| bayesopt_ucb | 1947.0 | 68 | no |
| nevergrad_ngopt8 | 1936.0 | 72 | no |
| nlopt_direct | 1934.0 | 39 | no |
| bayesopt_poi | 1928.0 | 78 | no |
| nevergrad_ngopt | 1881.0 | 74 | no |
| shgo_nelder_sobol | 1868.0 | 137 | yes |
| optuna_cmaes | 1866.0 | 56 | no |
| bobyqa_default | 1852.0 | 600 | yes |
| nlopt_directl | 1845.0 | 48 | no |
| pysot_dycors | 1828.0 | 39 | no |
| shgo_powell_sobol | 1826.0 | 137 | yes |
| nevergrad_ngopt4 | 1813.0 | 80 | no |
| freelunch_de_8 | 1807.0 | 19 | no |
| pysot_ei | 1785.0 | 31 | no |
| freelunch_de_21 | 1783.0 | 17 | no |
| hebo_batch | 1768.0 | 22 | no |
| nlopt_directr | 1767.0 | 34 | no |
| pymoo_pattern | 1767.0 | 37 | no |
| pymoo_nelder | 1755.0 | 33 | no |
| shgo_slsqp_sobol | 1754.0 | 135 | yes |
| nlopt_ags | 1750.0 | 33 | no |
| bobyqa_noise | 1736.0 | 598 | yes |
| freelunch_sade_21 | 1721.0 | 9 | no |
| freelunch_sade_8 | 1719.0 | 12 | no |
| optuna_tpe | 1708.0 | 67 | no |
| nlopt_crs2lm | 1701.0 | 33 | no |
| pysot_srbf | 1692.0 | 28 | no |
| nevergrad_oneplus | 1639.0 | 83 | no |
| freelunch_sa_21 | 1631.0 | 17 | no |
| platypus_omopso | 1628.0 | 29 | no |
| platypus_moead | 1613.0 | 25 | no |
| pysot_lcb | 1609.0 | 33 | no |
| freelunch_krillherd_3 | 1604.0 | 3 | no |
| optuna_random | 1600 | 88 | no |
| optuna_random_clone_1 | 1600 | 80 | no |
| optuna_random_clone_2 | 1600 | 80 | no |
| optuna_random_clone | 1600 | 72 | no |
| pymoo_unsga3 | 1600 | 0 | no |
| hebo_sequential | 1600 | 0 | no |
| freelunch_krillherd_8 | 1580.0 | 4 | no |
| ultraopt_etpe | 1572.0 | 191 | no |
| ax_default | 1572.0 | 3 | no |
| nevergrad_portfolio | 1567.0 | 78 | no |
| nlopt_isres | 1562.0 | 44 | no |
| ultraopt_random | 1562.0 | 191 | no |
| platypus_smpso | 1560.0 | 35 | no |
| pymoo_nsga3 | 1558.0 | 43 | no |
| ultraopt_forest | 1555.0 | 201 | no |
| freelunch_pso_8 | 1526.0 | 18 | no |
| nevergrad_de | 1523.0 | 89 | no |
| platypus_cmaes | 1514.0 | 40 | no |
| freelunch_pso_3 | 1511.0 | 13 | no |
| hyperopt_atpe | 1488.0 | 576 | yes |
| platypus_epsmoea | 1484.0 | 43 | no |
| freelunch_de_3 | 1475.0 | 7 | no |
| platypus_evolutionary | 1471.0 | 25 | no |
| ultraopt_gbrt | 1461.0 | 173 | no |
| hyperopt_rand | 1452.0 | 634 | yes |
| platypus_gde3 | 1450.0 | 26 | no |
| nlopt_esch | 1440.0 | 41 | no |
| freelunch_sade_3 | 1429.0 | 22 | no |
| hyperopt_tpe | 1417.0 | 590 | yes |
| platypus_nsgaii | 1414.0 | 42 | no |
| pymoo_nsga2 | 1411.0 | 37 | no |
| platypus_ibea | 1402.0 | 32 | no |
| platypus_genetic | 1368.0 | 43 | no |
| freelunch_pso_21 | 1358.0 | 19 | no |
| scipy_powell | 1357.0 | 489 | yes |
| pysot_random | 1356.0 | 28 | no |
| freelunch_sa_3 | 1355.0 | 16 | no |
| platypus_spea2 | 1293.0 | 45 | no |
| freelunch_sa_8 | 1276.0 | 20 | no |
| nevergrad_hammersley | 1258.0 | 81 | no |
| scipy_lbfgsb | 1100.0 | 549 | yes |
| scipy_slsqp | 891.0 | 601 | yes |