Optimizer Elo Ratings
Produced by
optimizer-elo-ratings using
the
humpday package. See the
article.
Class of objective functions: portfolio
Dimension 08
Function evaluation limit: 80
| Name | Rating | Games | Active |
|---|
| bobyqa_noise | 2879.0 | 812 | yes |
| bobyqa_default | 2835.0 | 833 | yes |
| pysot_dycors | 2583.0 | 250 | no |
| pysot_srbf | 2509.0 | 214 | no |
| nlopt_directr | 2508.0 | 216 | no |
| ax_default | 2464.0 | 213 | no |
| nevergrad_oneplus | 2410.0 | 267 | no |
| bayesopt_poi | 2400.0 | 251 | no |
| skopt_gp_default | 2384.0 | 787 | yes |
| bayesopt_ei | 2351.0 | 265 | no |
| ultraopt_etpe | 2305.0 | 272 | no |
| bayesopt_ucb | 2293.0 | 242 | no |
| dlib | 2264.0 | 680 | yes |
| dlib_default | 2256.0 | 706 | yes |
| nlopt_ags | 2247.0 | 222 | no |
| nevergrad_ngopt4 | 2232.0 | 278 | no |
| pysot_ei | 2223.0 | 242 | no |
| nevergrad_ngopt8 | 2057.0 | 299 | no |
| ultraopt_gbrt | 2018.0 | 250 | no |
| pymoo_pattern | 2010.0 | 235 | no |
| ultraopt_forest | 1960.0 | 255 | no |
| pysot_lcb | 1946.0 | 207 | no |
| hebo_sequential | 1937.0 | 33 | no |
| nevergrad_ngopt | 1906.0 | 274 | no |
| optuna_tpe | 1869.0 | 264 | no |
| scipy_lbfgsb | 1787.0 | 97 | yes |
| hebo_sequential | 1779.0 | 7 | no |
| freelunch_sa_21 | 1765.0 | 14 | no |
| freelunch_sade_8 | 1732.0 | 17 | no |
| hebo_batch | 1703.0 | 42 | no |
| nlopt_direct | 1703.0 | 219 | no |
| nlopt_directl | 1681.0 | 209 | no |
| freelunch_sa_8 | 1681.0 | 12 | no |
| hebo_batch | 1653.0 | 11 | no |
| nlopt_esch | 1644.0 | 201 | no |
| freelunch_sa_3 | 1624.0 | 13 | no |
| scipy_slsqp | 1621.0 | 618 | yes |
| scipy_powell | 1612.0 | 550 | yes |
| freelunch_sade_21 | 1609.0 | 13 | no |
| optuna_random_clone_2 | 1600 | 313 | no |
| optuna_random_clone | 1600 | 268 | no |
| optuna_random_clone_1 | 1600 | 254 | no |
| optuna_random | 1600 | 253 | 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_krillherd_3 | 1600 | 0 | no |
| freelunch_krillherd_8 | 1600 | 0 | no |
| optuna_cmaes | 1600.0 | 246 | no |
| hyperopt_atpe | 1589.0 | 866 | yes |
| freelunch_de_8 | 1572.0 | 17 | no |
| freelunch_pso_21 | 1545.0 | 17 | no |
| hyperopt_tpe | 1480.0 | 810 | yes |
| freelunch_pso_8 | 1447.0 | 10 | no |
| freelunch_pso_3 | 1405.0 | 14 | no |
| hyperopt_rand | 1390.0 | 825 | yes |
| freelunch_de_3 | 1387.0 | 8 | no |
| scipy_nelder | 1383.0 | 17 | no |
| freelunch_sade_3 | 1372.0 | 18 | no |
| freelunch_de_21 | 1367.0 | 18 | no |
| ultraopt_random | 1351.0 | 269 | no |
| nevergrad_portfolio | 1292.0 | 268 | no |
| nevergrad_de | 1258.0 | 279 | no |
| pymoo_nelder | 1209.0 | 209 | no |
| nevergrad_hammersley | 1107.0 | 265 | no |
| nlopt_isres | 1097.0 | 236 | no |
| pysot_random | 1089.0 | 232 | no |
| shgo_slsqp_sobol | 1005.0 | 389 | yes |
| shgo_nelder_sobol | 1004.0 | 430 | yes |
| pymoo_nsga3 | 990.0 | 232 | no |
| nlopt_crs2lm | 967.0 | 236 | no |
| shgo_powell_sobol | 952.0 | 429 | yes |
| nlopt_directo | 877.0 | 220 | no |
| platypus_moead | 725.0 | 185 | no |