Optimizer Elo Ratings
Produced by
optimizer-elo-ratings using
the
humpday package. See the
article.
Class of objective functions: all
Dimension 05
Function evaluation limit: 210
| Name | Rating | Games | Active |
|---|
| nevergrad_ngopt4 | 2185.0 | 132 | no |
| bayesopt_poi | 2185.0 | 113 | no |
| bobyqa_noise | 2151.0 | 701 | yes |
| skopt_gp_default | 2126.0 | 591 | yes |
| optuna_cmaes | 2116.0 | 113 | no |
| bobyqa_default | 2080.0 | 724 | yes |
| bayesopt_ei | 2068.0 | 97 | no |
| dlib_default | 2054.0 | 739 | yes |
| pymoo_nelder | 2022.0 | 62 | no |
| ultraopt_etpe | 1997.0 | 232 | no |
| hebo_sequential | 1996.0 | 45 | no |
| nlopt_directr | 1991.0 | 64 | no |
| pysot_srbf | 1987.0 | 71 | no |
| dlib | 1987.0 | 724 | yes |
| optuna_tpe | 1974.0 | 98 | no |
| nevergrad_ngopt8 | 1951.0 | 102 | no |
| shgo_powell_sobol | 1938.0 | 427 | yes |
| bayesopt_ucb | 1913.0 | 109 | no |
| ax_default | 1912.0 | 34 | no |
| shgo_nelder_sobol | 1890.0 | 458 | yes |
| nlopt_directl | 1881.0 | 67 | no |
| ultraopt_forest | 1871.0 | 269 | no |
| ultraopt_gbrt | 1869.0 | 251 | no |
| pymoo_pattern | 1851.0 | 72 | no |
| nevergrad_oneplus | 1850.0 | 116 | no |
| nlopt_direct | 1843.0 | 67 | no |
| hebo_batch | 1833.0 | 39 | no |
| pymoo_nsga3 | 1813.0 | 92 | no |
| nlopt_ags | 1811.0 | 74 | no |
| pysot_dycors | 1804.0 | 75 | no |
| pysot_lcb | 1786.0 | 75 | no |
| shgo_slsqp_sobol | 1777.0 | 487 | yes |
| pysot_ei | 1768.0 | 55 | no |
| freelunch_sade_21 | 1764.0 | 12 | no |
| freelunch_sade_8 | 1747.0 | 13 | no |
| hebo_batch | 1719.0 | 23 | no |
| freelunch_de_8 | 1713.0 | 14 | no |
| hyperopt_tpe | 1667.0 | 717 | yes |
| nevergrad_de | 1666.0 | 108 | no |
| freelunch_sa_21 | 1653.0 | 10 | no |
| nevergrad_ngopt | 1651.0 | 104 | no |
| freelunch_de_21 | 1639.0 | 17 | no |
| nlopt_directo | 1635.0 | 92 | no |
| freelunch_krillherd_3 | 1633.0 | 1 | no |
| hyperopt_atpe | 1631.0 | 774 | yes |
| freelunch_pso_21 | 1631.0 | 19 | no |
| freelunch_krillherd_8 | 1623.0 | 1 | no |
| optuna_random_clone | 1600 | 134 | no |
| optuna_random_clone_1 | 1600 | 122 | no |
| optuna_random | 1600 | 109 | no |
| optuna_random_clone_2 | 1600 | 103 | no |
| pymoo_unsga3 | 1600 | 0 | no |
| hebo_sequential | 1600 | 0 | no |
| freelunch_pso_8 | 1594.0 | 15 | no |
| hyperopt_rand | 1547.0 | 721 | yes |
| nlopt_crs2lm | 1509.0 | 76 | no |
| platypus_moead | 1508.0 | 75 | no |
| ultraopt_random | 1444.0 | 247 | no |
| scipy_slsqp | 1436.0 | 681 | yes |
| freelunch_sa_8 | 1420.0 | 14 | no |
| freelunch_sa_3 | 1402.0 | 17 | no |
| freelunch_de_3 | 1385.0 | 15 | no |
| nevergrad_portfolio | 1385.0 | 128 | no |
| nlopt_esch | 1385.0 | 64 | no |
| platypus_evolutionary | 1371.0 | 69 | no |
| freelunch_pso_3 | 1371.0 | 16 | no |
| freelunch_sade_3 | 1369.0 | 25 | no |
| platypus_omopso | 1345.0 | 68 | no |
| platypus_epsmoea | 1309.0 | 70 | no |
| scipy_powell | 1282.0 | 503 | yes |
| platypus_nsgaii | 1216.0 | 65 | no |
| platypus_ibea | 1205.0 | 70 | no |
| pymoo_nsga2 | 1197.0 | 70 | no |
| platypus_smpso | 1181.0 | 68 | no |
| pysot_random | 1180.0 | 66 | no |
| nlopt_isres | 1172.0 | 89 | no |
| platypus_gde3 | 1170.0 | 66 | no |
| platypus_genetic | 1148.0 | 58 | no |
| platypus_spea2 | 1139.0 | 63 | no |
| nevergrad_hammersley | 1129.0 | 114 | no |
| scipy_lbfgsb | 1119.0 | 412 | yes |
| platypus_cmaes | 1033.0 | 71 | no |