High-dimensional optimization on Lasso-Hard
3.8613Convergence ValueDSEBO
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DSEBO2026.05 | 3.8613 | 3.4248 | 483 | |
| LMMAES2026.05 | 5.5371 | 1.8479 | 112 | |
| BAxUS2026.05 | 6.1045 | 5.115 | 642 | |
| MCTSVS2026.05 | 9.4854 | 7.6786 | 133 | |
| ALEBOd=502026.05 | 11.273 | 8.008 | 21,846 | |
| TuRBO2026.05 | 11.503 | 4.2641 | 276 | |
| RDUCB2026.05 | 11.6843 | 4.4439 | 14,924 | |
| VAEBOd=802026.05 | 14.2004 | 9.8085 | 13,657 | |
| ALEBOd=802026.05 | 17.7599 | 12.9113 | 21,846 | |
| DuMBO2026.05 | 20.0604 | 12.6193 | 14,700 | |
| VAEBOd=502026.05 | 23.4285 | 10.9416 | 13,657 | |
| REMBOd=502026.05 | 31.1405 | 6.7579 | 740 | |
| SIRBOd=502026.05 | 39.8469 | 37.9968 | 145 | |
| SIRBOd=802026.05 | 40.0981 | 37.7477 | 145 | |
| REMBOd=802026.05 | 41.2012 | 34.3955 | 740 | |
| HesBOd=502026.05 | 41.2607 | 24.9073 | 317 | |
| DCEM2026.05 | 43.6111 | 32.1892 | 96 | |
| Random Search2026.05 | 45.2683 | 42.5421 | 29 | |
| HesBOd=802026.05 | 47.6895 | 37.6182 | 317 | |
| SBO-SE2026.05 | 49.3089 | 42.7787 | 584 |