Optimizer Elo Ratings
Produced by
optimizer-elo-ratings using
the
humpday package. See the
article.
Class of objective functions: portfolio
Dimension 03
Function evaluation limit: 210
| Name | Rating | Games | Active |
|---|
| shgo_nelder_sobol | 2398.0 | 239 | yes |
| shgo_powell_sobol | 2377.0 | 230 | yes |
| shgo_slsqp_sobol | 2304.0 | 230 | yes |
| bayesopt_poi | 2108.0 | 110 | no |
| nevergrad_ngopt8 | 2075.0 | 105 | no |
| nevergrad_ngopt | 2064.0 | 99 | no |
| skopt_gp_default | 2059.0 | 602 | yes |
| nevergrad_ngopt4 | 2048.0 | 128 | no |
| bayesopt_ucb | 2044.0 | 124 | no |
| nlopt_directl | 2030.0 | 58 | no |
| nlopt_directr | 2023.0 | 70 | no |
| optuna_cmaes | 2022.0 | 120 | no |
| pysot_dycors | 2004.0 | 88 | no |
| pymoo_nelder | 1973.0 | 78 | no |
| dlib | 1971.0 | 666 | yes |
| bayesopt_ei | 1957.0 | 114 | no |
| bobyqa_default | 1953.0 | 696 | yes |
| pysot_srbf | 1924.0 | 65 | no |
| pysot_ei | 1920.0 | 58 | no |
| nlopt_direct | 1885.0 | 77 | no |
| bobyqa_noise | 1882.0 | 636 | yes |
| ax_default | 1868.0 | 57 | no |
| nlopt_directo | 1863.0 | 64 | no |
| dlib_default | 1850.0 | 686 | yes |
| hebo_sequential | 1844.0 | 60 | no |
| hebo_batch | 1823.0 | 49 | no |
| pysot_lcb | 1783.0 | 86 | no |
| nlopt_crs2lm | 1771.0 | 52 | no |
| nlopt_ags | 1738.0 | 76 | no |
| freelunch_de_8 | 1737.0 | 19 | no |
| freelunch_sade_8 | 1736.0 | 17 | no |
| freelunch_sade_21 | 1733.0 | 18 | no |
| ultraopt_forest | 1692.0 | 261 | no |
| ultraopt_gbrt | 1689.0 | 230 | no |
| optuna_tpe | 1689.0 | 140 | no |
| freelunch_de_21 | 1689.0 | 18 | no |
| ultraopt_etpe | 1676.0 | 235 | no |
| hebo_batch | 1675.0 | 14 | no |
| pymoo_pattern | 1665.0 | 73 | no |
| freelunch_krillherd_3 | 1648.0 | 3 | no |
| nevergrad_oneplus | 1618.0 | 116 | no |
| hebo_sequential | 1616.0 | 1 | no |
| freelunch_krillherd_8 | 1611.0 | 2 | no |
| freelunch_pso_8 | 1606.0 | 19 | no |
| optuna_random_clone_2 | 1600 | 126 | no |
| optuna_random | 1600 | 109 | no |
| optuna_random_clone | 1600 | 106 | no |
| optuna_random_clone_1 | 1600 | 93 | no |
| scipy_nelder | 1600 | 0 | no |
| pymoo_unsga3 | 1600 | 0 | no |
| nevergrad_portfolio | 1584.0 | 110 | no |
| nevergrad_de | 1572.0 | 103 | no |
| freelunch_de_3 | 1553.0 | 14 | no |
| freelunch_pso_3 | 1533.0 | 20 | no |
| hyperopt_rand | 1526.0 | 679 | yes |
| pymoo_nsga3 | 1512.0 | 81 | no |
| platypus_smpso | 1505.0 | 74 | no |
| freelunch_sade_3 | 1486.0 | 20 | no |
| platypus_moead | 1480.0 | 79 | no |
| hyperopt_atpe | 1460.0 | 706 | yes |
| freelunch_sa_21 | 1448.0 | 9 | no |
| platypus_omopso | 1426.0 | 65 | no |
| platypus_cmaes | 1418.0 | 72 | no |
| hyperopt_tpe | 1418.0 | 725 | yes |
| platypus_epsmoea | 1411.0 | 63 | no |
| freelunch_sa_8 | 1408.0 | 9 | no |
| nevergrad_hammersley | 1407.0 | 122 | no |
| freelunch_pso_21 | 1365.0 | 15 | no |
| platypus_genetic | 1352.0 | 63 | no |
| platypus_evolutionary | 1344.0 | 76 | no |
| nlopt_isres | 1331.0 | 65 | no |
| freelunch_sa_3 | 1286.0 | 20 | no |
| nlopt_esch | 1284.0 | 71 | no |
| pymoo_nsga2 | 1268.0 | 73 | no |
| platypus_gde3 | 1256.0 | 70 | no |
| platypus_nsgaii | 1252.0 | 89 | no |
| platypus_ibea | 1226.0 | 67 | no |
| platypus_spea2 | 1222.0 | 55 | no |
| pysot_random | 1209.0 | 73 | no |
| scipy_powell | 1174.0 | 495 | yes |
| ultraopt_random | 1046.0 | 235 | no |
| scipy_slsqp | 854.0 | 584 | yes |
| scipy_lbfgsb | 805.0 | 593 | yes |