Optimizer Elo Ratings
Produced by
optimizer-elo-ratings using
the
humpday package. See the
article.
Class of objective functions: all
Dimension 13
Function evaluation limit: 340
| Name | Rating | Games | Active |
|---|
| bobyqa_default | 2566.0 | 499 | yes |
| bobyqa_noise | 2419.0 | 500 | yes |
| ultraopt_etpe | 2311.0 | 142 | no |
| dlib_default | 2246.0 | 443 | yes |
| dlib | 2241.0 | 484 | yes |
| nevergrad_oneplus | 2112.0 | 42 | no |
| scipy_slsqp | 2063.0 | 410 | yes |
| nevergrad_ngopt8 | 2036.0 | 51 | no |
| nevergrad_ngopt4 | 1962.0 | 50 | no |
| nevergrad_ngopt | 1894.0 | 55 | no |
| freelunch_sade_21 | 1872.0 | 11 | no |
| nlopt_directr | 1851.0 | 15 | no |
| pymoo_nsga3 | 1850.0 | 24 | no |
| nlopt_direct | 1849.0 | 20 | no |
| pymoo_pattern | 1834.0 | 20 | no |
| scipy_powell | 1792.0 | 354 | yes |
| freelunch_sade_8 | 1758.0 | 12 | no |
| nevergrad_portfolio | 1746.0 | 59 | no |
| freelunch_de_8 | 1702.0 | 11 | no |
| nevergrad_de | 1689.0 | 53 | no |
| nlopt_directl | 1688.0 | 29 | no |
| optuna_tpe | 1671.0 | 57 | no |
| freelunch_sa_3 | 1660.0 | 9 | no |
| platypus_omopso | 1649.0 | 18 | no |
| ultraopt_forest | 1613.0 | 142 | no |
| optuna_random_clone | 1600 | 71 | no |
| optuna_random_clone_2 | 1600 | 56 | no |
| optuna_random | 1600 | 55 | no |
| optuna_random_clone_1 | 1600 | 53 | 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_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 |
| pymoo_nelder | 1586.0 | 22 | no |
| nlopt_esch | 1581.0 | 27 | no |
| platypus_epsmoea | 1580.0 | 27 | no |
| platypus_ibea | 1576.0 | 13 | no |
| nlopt_crs2lm | 1573.0 | 17 | no |
| freelunch_de_21 | 1564.0 | 4 | no |
| scipy_lbfgsb | 1554.0 | 211 | yes |
| freelunch_pso_3 | 1550.0 | 2 | no |
| freelunch_sa_8 | 1547.0 | 7 | no |
| nevergrad_hammersley | 1536.0 | 43 | no |
| freelunch_pso_8 | 1502.0 | 11 | no |
| platypus_evolutionary | 1488.0 | 26 | no |
| platypus_moead | 1485.0 | 24 | no |
| freelunch_sa_21 | 1462.0 | 12 | no |
| freelunch_de_3 | 1448.0 | 9 | no |
| freelunch_pso_21 | 1446.0 | 9 | no |
| platypus_nsgaii | 1444.0 | 22 | no |
| freelunch_sade_3 | 1421.0 | 12 | no |
| pymoo_nsga2 | 1378.0 | 27 | no |
| platypus_genetic | 1369.0 | 23 | no |
| platypus_smpso | 1330.0 | 30 | no |
| nlopt_isres | 1300.0 | 34 | no |
| nlopt_directo | 1285.0 | 22 | no |
| hyperopt_atpe | 1239.0 | 463 | yes |
| platypus_spea2 | 1236.0 | 21 | no |
| hyperopt_rand | 1228.0 | 490 | yes |
| platypus_gde3 | 1183.0 | 32 | no |
| hyperopt_tpe | 1055.0 | 492 | yes |
| ultraopt_random | 811.0 | 140 | no |