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: 210
| Name | Rating | Games | Active |
|---|
| nlopt_directl | 2638.0 | 275 | no |
| bobyqa_noise | 2562.0 | 953 | yes |
| nevergrad_oneplus | 2560.0 | 307 | no |
| pysot_dycors | 2560.0 | 241 | no |
| skopt_gp_default | 2539.0 | 759 | yes |
| pysot_srbf | 2538.0 | 289 | no |
| bobyqa_default | 2525.0 | 905 | yes |
| nlopt_direct | 2508.0 | 245 | no |
| bayesopt_poi | 2500.0 | 294 | no |
| bayesopt_ei | 2491.0 | 325 | no |
| nlopt_directr | 2487.0 | 255 | no |
| bayesopt_ucb | 2466.0 | 311 | no |
| ultraopt_etpe | 2353.0 | 287 | no |
| ax_default | 2341.0 | 245 | no |
| ultraopt_forest | 2329.0 | 252 | no |
| dlib_default | 2305.0 | 749 | yes |
| pymoo_pattern | 2265.0 | 281 | no |
| nlopt_ags | 2244.0 | 255 | no |
| dlib | 2229.0 | 689 | yes |
| ultraopt_gbrt | 2218.0 | 301 | no |
| pysot_ei | 2200.0 | 253 | no |
| optuna_tpe | 2180.0 | 315 | no |
| optuna_cmaes | 2133.0 | 287 | no |
| pymoo_nsga3 | 2121.0 | 277 | no |
| pysot_lcb | 2116.0 | 283 | no |
| nevergrad_ngopt4 | 2103.0 | 345 | no |
| pymoo_nelder | 2082.0 | 257 | no |
| hebo_sequential | 1929.0 | 37 | no |
| nevergrad_ngopt8 | 1913.0 | 304 | no |
| freelunch_sade_21 | 1886.0 | 21 | no |
| hebo_batch | 1876.0 | 48 | no |
| freelunch_de_8 | 1864.0 | 17 | no |
| scipy_slsqp | 1837.0 | 825 | yes |
| nevergrad_ngopt | 1832.0 | 303 | no |
| hebo_batch | 1819.0 | 14 | no |
| freelunch_de_21 | 1785.0 | 17 | no |
| hyperopt_rand | 1742.0 | 861 | yes |
| freelunch_sa_21 | 1692.0 | 16 | no |
| hyperopt_tpe | 1658.0 | 846 | yes |
| hyperopt_atpe | 1646.0 | 846 | yes |
| freelunch_sa_8 | 1646.0 | 19 | no |
| freelunch_sade_8 | 1637.0 | 17 | no |
| freelunch_pso_8 | 1605.0 | 15 | no |
| optuna_random_clone_2 | 1600 | 337 | no |
| optuna_random_clone | 1600 | 317 | no |
| optuna_random_clone_1 | 1600 | 305 | no |
| optuna_random | 1600 | 297 | no |
| pymoo_unsga3 | 1600 | 0 | no |
| hebo_sequential | 1600 | 0 | no |
| freelunch_krillherd_3 | 1600 | 0 | no |
| freelunch_krillherd_8 | 1600 | 0 | no |
| nlopt_esch | 1583.0 | 284 | no |
| nevergrad_de | 1570.0 | 320 | no |
| platypus_omopso | 1568.0 | 246 | no |
| freelunch_pso_21 | 1546.0 | 14 | no |
| scipy_nelder | 1532.0 | 21 | no |
| scipy_powell | 1531.0 | 521 | yes |
| nlopt_directo | 1464.0 | 277 | no |
| freelunch_sa_3 | 1456.0 | 30 | no |
| freelunch_sade_3 | 1444.0 | 15 | no |
| platypus_moead | 1436.0 | 292 | no |
| freelunch_pso_3 | 1425.0 | 13 | no |
| freelunch_de_3 | 1391.0 | 11 | no |
| nlopt_crs2lm | 1366.0 | 269 | no |
| nevergrad_portfolio | 1340.0 | 298 | no |
| platypus_epsmoea | 1311.0 | 302 | no |
| scipy_lbfgsb | 1268.0 | 333 | yes |
| ultraopt_random | 1246.0 | 276 | no |
| platypus_smpso | 1242.0 | 267 | no |
| platypus_ibea | 1069.0 | 237 | no |
| platypus_genetic | 1046.0 | 274 | no |
| nlopt_isres | 1046.0 | 267 | no |
| pysot_random | 1041.0 | 265 | no |
| shgo_nelder_sobol | 1022.0 | 502 | yes |
| pymoo_nsga2 | 1005.0 | 258 | no |
| platypus_nsgaii | 994.0 | 262 | no |
| shgo_slsqp_sobol | 971.0 | 503 | yes |
| platypus_evolutionary | 926.0 | 266 | no |
| platypus_gde3 | 898.0 | 277 | no |
| shgo_powell_sobol | 864.0 | 442 | yes |
| platypus_cmaes | 796.0 | 295 | no |
| nevergrad_hammersley | 779.0 | 292 | no |
| platypus_spea2 | 698.0 | 273 | no |