Optimizer Elo Ratings
Produced by
optimizer-elo-ratings using
the
humpday package. See the
article.
Class of objective functions: all
Dimension 03
Function evaluation limit: 80
| Name | Rating | Games | Active |
|---|
| skopt_gp_default | 2183.0 | 620 | yes |
| dlib_default | 2146.0 | 622 | yes |
| bayesopt_poi | 2089.0 | 99 | no |
| dlib | 2080.0 | 638 | yes |
| nevergrad_ngopt4 | 2076.0 | 112 | no |
| bayesopt_ucb | 2069.0 | 95 | no |
| bobyqa_noise | 2059.0 | 654 | yes |
| pymoo_nelder | 2035.0 | 71 | no |
| bobyqa_default | 2033.0 | 659 | yes |
| bayesopt_ei | 2014.0 | 71 | no |
| nlopt_directr | 1947.0 | 51 | no |
| shgo_powell_sobol | 1901.0 | 51 | yes |
| pysot_srbf | 1894.0 | 65 | no |
| ultraopt_forest | 1872.0 | 209 | no |
| optuna_cmaes | 1856.0 | 92 | no |
| shgo_slsqp_sobol | 1853.0 | 51 | yes |
| pysot_ei | 1845.0 | 67 | no |
| pymoo_pattern | 1828.0 | 57 | no |
| shgo_nelder_sobol | 1827.0 | 40 | yes |
| hebo_sequential | 1810.0 | 41 | no |
| pysot_lcb | 1807.0 | 65 | no |
| optuna_tpe | 1802.0 | 106 | no |
| nevergrad_oneplus | 1791.0 | 104 | no |
| pysot_dycors | 1772.0 | 60 | no |
| nlopt_ags | 1763.0 | 52 | no |
| ultraopt_etpe | 1744.0 | 198 | no |
| nlopt_directl | 1742.0 | 72 | no |
| nevergrad_ngopt8 | 1739.0 | 88 | no |
| hebo_batch | 1729.0 | 23 | no |
| hebo_sequential | 1728.0 | 17 | no |
| ultraopt_gbrt | 1723.0 | 214 | no |
| ax_default | 1710.0 | 36 | no |
| nevergrad_ngopt | 1670.0 | 115 | no |
| freelunch_de_8 | 1667.0 | 17 | no |
| freelunch_sade_8 | 1663.0 | 13 | no |
| hebo_batch | 1638.0 | 15 | no |
| freelunch_pso_8 | 1637.0 | 17 | no |
| nlopt_direct | 1617.0 | 51 | no |
| freelunch_krillherd_8 | 1613.0 | 1 | no |
| optuna_random_clone_1 | 1600 | 104 | no |
| optuna_random_clone_2 | 1600 | 104 | no |
| optuna_random_clone | 1600 | 98 | no |
| optuna_random | 1600 | 88 | no |
| platypus_genetic | 1600 | 0 | no |
| platypus_evolutionary | 1600 | 0 | no |
| platypus_nsgaii | 1600 | 0 | no |
| platypus_cmaes | 1600 | 0 | no |
| platypus_gde3 | 1600 | 0 | no |
| platypus_ibea | 1600 | 0 | no |
| platypus_omopso | 1600 | 0 | no |
| platypus_smpso | 1600 | 0 | no |
| platypus_spea2 | 1600 | 0 | no |
| platypus_epsmoea | 1600 | 0 | no |
| pymoo_unsga3 | 1600 | 0 | no |
| pymoo_nsga2 | 1600 | 0 | no |
| freelunch_de_21 | 1595.0 | 15 | no |
| freelunch_krillherd_3 | 1589.0 | 2 | no |
| pymoo_nsga3 | 1568.0 | 57 | no |
| freelunch_pso_3 | 1552.0 | 14 | no |
| platypus_moead | 1543.0 | 58 | no |
| freelunch_de_3 | 1491.0 | 20 | no |
| freelunch_sade_21 | 1490.0 | 15 | no |
| nlopt_directo | 1461.0 | 75 | no |
| hyperopt_atpe | 1455.0 | 605 | yes |
| nevergrad_portfolio | 1449.0 | 114 | no |
| hyperopt_rand | 1439.0 | 619 | yes |
| freelunch_pso_21 | 1434.0 | 11 | no |
| freelunch_sa_21 | 1421.0 | 14 | no |
| hyperopt_tpe | 1408.0 | 639 | yes |
| freelunch_sade_3 | 1396.0 | 14 | no |
| freelunch_sa_3 | 1366.0 | 14 | no |
| nlopt_crs2lm | 1357.0 | 65 | no |
| nevergrad_de | 1356.0 | 80 | no |
| freelunch_sa_8 | 1328.0 | 14 | no |
| pysot_random | 1270.0 | 69 | no |
| nevergrad_hammersley | 1194.0 | 92 | no |
| nlopt_isres | 1191.0 | 65 | no |
| scipy_powell | 1189.0 | 491 | yes |
| nlopt_esch | 1118.0 | 52 | no |
| ultraopt_random | 1019.0 | 209 | no |
| scipy_slsqp | 919.0 | 644 | yes |
| scipy_lbfgsb | 634.0 | 318 | yes |