Multi-objective optimization on DTLZ7 (IGD)
0.046IGDGaussianPSL
Evaluation Results
| Method | Links | |
|---|---|---|
| GaussianPSLScalarization loss=HV2025.09 | 0.046 | |
| GaussianPSLScalarization loss=MTCH2025.09 | 0.068 | |
| GaussianPSLScalarization loss=TCH2025.09 | 0.072 | |
| GaussianPSLScalarization loss=LS2025.09 | 0.081 | |
| K-RVEAM=3, D=52026.04 | 0.1139 | |
| K-RVEAM=3, D=102026.04 | 0.1319 | |
| PSLScalarization loss=HV2025.09 | 0.163 | |
| REMOM=3, D=52026.04 | 0.1914 | |
| GaussianPSLScalarization loss=COSMOS2025.09 | 0.335 | |
| PSLScalarization loss=MTCH2025.09 | 0.378 | |
| PSLScalarization loss=TCH2025.09 | 0.393 | |
| EPSScalarization loss=TCH2025.09 | 0.397 | |
| CSEAM=3, D=52026.04 | 0.4386 | |
| EPSScalarization loss=MTCH2025.09 | 0.459 | |
| REMOM=3, D=102026.04 | 0.4875 | |
| EPSScalarization loss=COSMOS2025.09 | 0.572 | |
| K-RVEAM=6, D=102026.04 | 0.6323 | |
| EPSScalarization loss=HV2025.09 | 0.66 | |
| PSLScalarization loss=LS2025.09 | 0.7 | |
| CPS-MOEAM=3, D=52026.04 | 0.7094 | |
| EPSScalarization loss=LS2025.09 | 0.737 | |
| PC-SAEAM=3, D=52026.04 | 0.8345 | |
| R2SAEA-MOPM=3, D=52026.04 | 0.8391 | |
| K-RVEAM=10, D=102026.04 | 1.0259 | |
| PSLScalarization loss=COSMOS2025.09 | 1.261 | |
| CSEAM=3, D=102026.04 | 1.5988 | |
| R2SAEA-MOPM=3, D=102026.04 | 1.745 | |
| PC-SAEAM=10, D=102026.04 | 1.7461 | |
| REMOM=10, D=102026.04 | 1.9329 | |
| CPS-MOEAM=10, D=102026.04 | 1.9393 | |
| CSEAM=10, D=102026.04 | 2.127 | |
| REMOM=6, D=102026.04 | 2.494 | |
| PC-SAEAM=3, D=102026.04 | 3.1286 | |
| R2SAEA-MOPM=10, D=102026.04 | 3.1705 | |
| CSEAM=6, D=102026.04 | 3.6323 | |
| REMOM=3, D=302026.04 | 3.7188 | |
| CPS-MOEAM=3, D=102026.04 | 3.8825 | |
| CPS-MOEAM=6, D=102026.04 | 3.9075 | |
| R2SAEA-MOPM=6, D=102026.04 | 4.7195 | |
| R2SAEA-MOPM=3, D=302026.04 | 4.8177 | |
| CSEAM=3, D=302026.04 | 5.005 | |
| PC-SAEAM=6, D=102026.04 | 7.1708 | |
| CPS-MOEAM=3, D=302026.04 | 7.9752 | |
| PC-SAEAM=3, D=302026.04 | 8.8027 | |
| K-RVEAM=3, D=302026.04 | 8.9076 | |
| REMOM=6, D=302026.04 | 11.952 | |
| CPS-MOEAM=6, D=302026.04 | 14.403 | |
| CSEAM=6, D=302026.04 | 14.572 | |
| R2SAEA-MOPM=6, D=302026.04 | 15.048 | |
| K-RVEAM=6, D=302026.04 | 17.922 | |
| PC-SAEAM=6, D=302026.04 | 17.951 | |
| REMOM=10, D=302026.04 | 21.888 | |
| CPS-MOEAM=10, D=302026.04 | 23.389 | |
| R2SAEA-MOPM=10, D=302026.04 | 26.157 | |
| CSEAM=10, D=302026.04 | 26.745 | |
| PC-SAEAM=10, D=302026.04 | 29.303 | |
| K-RVEAM=10, D=302026.04 | 29.383 |