Multi-objective Optimization on DTLZ2 (HV)
8.3Hypervolume (HV)EHVI
Evaluation Results
| Method | Links | |
|---|---|---|
| EHVI2026.04 | 8.3 | |
| Sobol2026.04 | 7.9 | |
| TS-TCH2026.04 | 5.9 | |
| SPMO2026.04 | 5 | |
| ParEGO2026.04 | 3.6 | |
| C-EHVI2026.04 | 3.6 | |
| SobolBatch size=5, Objectives=5, Runs=30, Evaluation based on=best solution2026.04 | 3.5 | |
| TS-TCHBatch size=5, Objectives=5, Runs=30, Evaluation based on=best solution2026.04 | 3.2 | |
| PMT-MOBO-DDPM2025.11 | 3.13 | |
| PMT-MOBO-VAE2025.11 | 3.05 | |
| OCMOBO2025.11 | 2.99 | |
| PPSL-MOBO2025.11 | 2.86 | |
| JES2026.04 | 2.8 | |
| PMT-MOBO2025.11 | 2.77 | |
| qPAREGO2025.11 | 2.74 | |
| ST-MOBO2025.11 | 2.65 | |
| CDM-PSL2025.11 | 2.43 | |
| PSL-MOBO2025.11 | 2.38 | |
| qEHVI2025.11 | 2.33 | |
| EHVIBatch size=5, Objectives=5, Runs=30, Evaluation based on=best solution2026.04 | 1.9 | |
| SPMOBatch size=5, Objectives=5, Runs=30, Evaluation based on=best solution2026.04 | 1.9 | |
| ParEGOBatch size=5, Objectives=5, Runs=30, Evaluation based on=best solution2026.04 | 1.3 | |
| JESBatch size=5, Objectives=5, Runs=30, Evaluation based on=best solution2026.04 | 1 |