Optimizer Elo Ratings
Produced by
optimizer-elo-ratings using
the
humpday package. See the
article.
Class of objective functions: all
Dimension 34
Function evaluation limit: 130
| Name | Rating | Games | Active |
|---|
| dlib | 2424.0 | 412 | yes |
| bobyqa_noise | 2420.0 | 499 | yes |
| dlib_default | 2330.0 | 472 | yes |
| bobyqa_default | 2321.0 | 454 | yes |
| nevergrad_oneplus | 2086.0 | 57 | no |
| nevergrad_ngopt4 | 1993.0 | 62 | no |
| nevergrad_ngopt8 | 1981.0 | 47 | no |
| nevergrad_hammersley | 1940.0 | 38 | no |
| scipy_powell | 1875.0 | 415 | yes |
| nevergrad_ngopt | 1850.0 | 45 | no |
| scipy_lbfgsb | 1829.0 | 17 | yes |
| scipy_slsqp | 1821.0 | 264 | yes |
| optuna_tpe | 1798.0 | 60 | no |
| nlopt_directr | 1786.0 | 17 | no |
| freelunch_sa_21 | 1773.0 | 10 | no |
| freelunch_sade_8 | 1737.0 | 11 | no |
| freelunch_sa_3 | 1735.0 | 8 | no |
| freelunch_sa_8 | 1724.0 | 6 | no |
| freelunch_sade_21 | 1721.0 | 8 | no |
| freelunch_de_8 | 1661.0 | 6 | no |
| ultraopt_etpe | 1633.0 | 126 | no |
| nlopt_esch | 1620.0 | 20 | no |
| optuna_random_clone_2 | 1600 | 56 | no |
| optuna_random | 1600 | 55 | no |
| optuna_random_clone | 1600 | 47 | no |
| optuna_random_clone_1 | 1600 | 47 | 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 |
| 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 |
| hebo_sequential | 1600 | 0 | no |
| hebo_batch | 1600 | 0 | no |
| freelunch_krillherd_3 | 1600 | 0 | no |
| freelunch_krillherd_8 | 1600 | 0 | no |
| freelunch_pso_21 | 1574.0 | 10 | no |
| platypus_epsmoea | 1564.0 | 20 | no |
| nevergrad_portfolio | 1561.0 | 47 | no |
| nlopt_crs2lm | 1555.0 | 22 | no |
| freelunch_sade_3 | 1554.0 | 7 | no |
| freelunch_de_21 | 1550.0 | 7 | no |
| platypus_smpso | 1541.0 | 18 | no |
| platypus_ibea | 1527.0 | 23 | no |
| nevergrad_de | 1526.0 | 50 | no |
| platypus_omopso | 1516.0 | 21 | no |
| freelunch_de_3 | 1500.0 | 10 | no |
| platypus_spea2 | 1487.0 | 18 | no |
| pymoo_nsga2 | 1487.0 | 20 | no |
| ultraopt_forest | 1479.0 | 153 | no |
| platypus_genetic | 1471.0 | 26 | no |
| platypus_gde3 | 1462.0 | 18 | no |
| platypus_evolutionary | 1459.0 | 19 | no |
| platypus_nsgaii | 1457.0 | 24 | no |
| nlopt_isres | 1434.0 | 21 | no |
| freelunch_pso_3 | 1427.0 | 7 | no |
| nlopt_direct | 1403.0 | 23 | no |
| hyperopt_atpe | 1399.0 | 465 | yes |
| hyperopt_rand | 1395.0 | 471 | yes |
| freelunch_pso_8 | 1392.0 | 9 | no |
| platypus_moead | 1333.0 | 21 | no |
| pymoo_nsga3 | 1308.0 | 26 | no |
| nlopt_directl | 1285.0 | 31 | no |
| hyperopt_tpe | 1278.0 | 468 | yes |
| nlopt_directo | 1228.0 | 26 | no |
| ultraopt_random | 1163.0 | 126 | no |