Optimizer Elo Ratings
Produced by
optimizer-elo-ratings using
the
humpday package. See the
article.
Class of objective functions: portfolio
Dimension 34
Function evaluation limit: 80
| Name | Rating | Games | Active |
|---|
| bobyqa_noise | 2299.0 | 431 | yes |
| dlib | 2298.0 | 477 | yes |
| bobyqa_default | 2257.0 | 450 | yes |
| dlib_default | 2244.0 | 409 | yes |
| nevergrad_oneplus | 2009.0 | 41 | no |
| scipy_powell | 1937.0 | 393 | yes |
| nevergrad_hammersley | 1869.0 | 58 | no |
| nevergrad_ngopt8 | 1832.0 | 36 | no |
| freelunch_sa_3 | 1813.0 | 7 | no |
| nevergrad_ngopt4 | 1787.0 | 41 | no |
| optuna_tpe | 1784.0 | 40 | no |
| freelunch_sa_21 | 1783.0 | 10 | no |
| scipy_slsqp | 1757.0 | 264 | yes |
| freelunch_sade_8 | 1755.0 | 11 | no |
| nlopt_directr | 1755.0 | 13 | no |
| freelunch_sa_8 | 1716.0 | 5 | no |
| nevergrad_ngopt | 1706.0 | 45 | no |
| scipy_lbfgsb | 1684.0 | 21 | yes |
| ultraopt_etpe | 1613.0 | 125 | no |
| freelunch_sade_21 | 1613.0 | 8 | no |
| nlopt_esch | 1604.0 | 23 | no |
| optuna_random_clone_2 | 1600 | 65 | no |
| optuna_random_clone | 1600 | 45 | no |
| optuna_random | 1600 | 33 | no |
| optuna_random_clone_1 | 1600 | 33 | 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 |
| scipy_nelder | 1600 | 0 | no |
| 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_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_nelder | 1600 | 0 | no |
| pymoo_unsga3 | 1600 | 0 | no |
| pymoo_pattern | 1600 | 0 | no |
| pymoo_nsga2 | 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 |
| nlopt_directo | 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 |
| ultraopt_forest | 1583.0 | 128 | no |
| freelunch_sade_3 | 1576.0 | 10 | no |
| freelunch_pso_21 | 1557.0 | 8 | no |
| nevergrad_de | 1532.0 | 51 | no |
| freelunch_de_8 | 1520.0 | 5 | no |
| freelunch_pso_8 | 1507.0 | 6 | no |
| nevergrad_portfolio | 1480.0 | 48 | no |
| nlopt_crs2lm | 1471.0 | 17 | no |
| platypus_moead | 1456.0 | 8 | no |
| freelunch_de_21 | 1455.0 | 6 | no |
| freelunch_de_3 | 1443.0 | 9 | no |
| pymoo_nsga3 | 1425.0 | 11 | no |
| freelunch_pso_3 | 1396.0 | 9 | no |
| nlopt_directl | 1391.0 | 19 | no |
| hyperopt_tpe | 1387.0 | 454 | yes |
| nlopt_isres | 1343.0 | 21 | no |
| hyperopt_atpe | 1342.0 | 464 | yes |
| nlopt_direct | 1325.0 | 16 | no |
| hyperopt_rand | 1276.0 | 417 | yes |
| ultraopt_random | 1201.0 | 128 | no |