Multi-objective optimization on DTLZ5
0.002IGDPSL
Evaluation Results
| Method | Links | |
|---|---|---|
| PSLScalarization loss=MTCH2025.09 | 0.002 | |
| PSLScalarization loss=TCH2025.09 | 0.002 | |
| PSLScalarization loss=HV2025.09 | 0.002 | |
| EPSScalarization loss=MTCH2025.09 | 0.002 | |
| EPSScalarization loss=TCH2025.09 | 0.002 | |
| GaussianPSLScalarization loss=TCH2025.09 | 0.002 | |
| GaussianPSLScalarization loss=HV2025.09 | 0.002 | |
| GaussianPSLScalarization loss=MTCH2025.09 | 0.003 | |
| PC-SAEAM=6, D=52026.04 | 0.0036 | |
| REMOM=6, D=52026.04 | 0.004 | |
| CSEAM=6, D=52026.04 | 0.0041 | |
| EPSScalarization loss=HV2025.09 | 0.007 | |
| K-RVEAM=6, D=52026.04 | 0.0073 | |
| R2SAEA-MOPM=6, D=52026.04 | 0.0076 | |
| PSLScalarization loss=COSMOS2025.09 | 0.009 | |
| GaussianPSLScalarization loss=LS2025.09 | 0.012 | |
| K-RVEAM=10, D=102026.04 | 0.0125 | |
| PSLScalarization loss=LS2025.09 | 0.014 | |
| CSEAM=10, D=102026.04 | 0.0143 | |
| REMOM=10, D=102026.04 | 0.0149 | |
| PC-SAEAM=10, D=102026.04 | 0.0154 | |
| GaussianPSLScalarization loss=COSMOS2025.09 | 0.016 | |
| K-RVEAM=3, D=52026.04 | 0.0204 | |
| R2SAEA-MOPM=3, D=52026.04 | 0.0206 | |
| CPS-MOEAM=6, D=52026.04 | 0.0226 | |
| R2SAEA-MOPM=10, D=102026.04 | 0.0245 | |
| REMOM=3, D=52026.04 | 0.0304 | |
| CPS-MOEAM=3, D=52026.04 | 0.0318 | |
| K-RVEAM=6, D=102026.04 | 0.0333 | |
| PC-SAEAM=3, D=52026.04 | 0.0336 | |
| EPSScalarization loss=COSMOS2025.09 | 0.039 | |
| R2SAEA-MOPM=6, D=102026.04 | 0.0456 | |
| K-RVEAM=3, D=102026.04 | 0.057 | |
| CSEAM=3, D=52026.04 | 0.0595 | |
| R2SAEA-MOPM=3, D=102026.04 | 0.0604 | |
| REMOM=6, D=102026.04 | 0.0753 | |
| CPS-MOEAM=10, D=102026.04 | 0.0849 | |
| CSEAM=6, D=102026.04 | 0.1107 | |
| PC-SAEAM=6, D=102026.04 | 0.1256 | |
| REMOM=3, D=102026.04 | 0.1432 | |
| CPS-MOEAM=3, D=102026.04 | 0.1567 | |
| PC-SAEAM=3, D=102026.04 | 0.1651 | |
| CSEAM=3, D=102026.04 | 0.2205 | |
| CPS-MOEAM=6, D=102026.04 | 0.2381 | |
| EPSScalarization loss=LS2025.09 | 0.248 | |
| R2SAEA-MOPM=10, D=302026.04 | 0.4263 | |
| R2SAEA-MOPM=6, D=302026.04 | 0.476 | |
| R2SAEA-MOPM=3, D=302026.04 | 0.5481 | |
| REMOM=10, D=302026.04 | 0.6529 | |
| CSEAM=10, D=302026.04 | 0.7043 | |
| CPS-MOEAM=3, D=302026.04 | 0.7511 | |
| REMOM=6, D=302026.04 | 0.8479 | |
| REMOM=3, D=302026.04 | 0.8785 | |
| CSEAM=6, D=302026.04 | 0.918 | |
| CSEAM=3, D=302026.04 | 0.9783 | |
| K-RVEAM=10, D=302026.04 | 0.9889 | |
| PC-SAEAM=10, D=302026.04 | 1.0144 | |
| K-RVEAM=6, D=302026.04 | 1.2453 | |
| PC-SAEAM=6, D=302026.04 | 1.2489 | |
| K-RVEAM=3, D=302026.04 | 1.3941 | |
| PC-SAEAM=3, D=302026.04 | 1.4193 | |
| CPS-MOEAM=10, D=302026.04 | 1.7684 | |
| CPS-MOEAM=6, D=302026.04 | 2.0709 |