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ResearchFormerly WizWand

Multi-objective optimization on DTLZ7 (IGD)

0.046IGDGaussianPSL
-1.127486.7935114.714522.63549Sep 22, 2025Oct 28, 2025Dec 4, 2025Jan 10, 2026Feb 15, 2026Mar 24, 2026Apr 30, 2026
Updated 5mo ago

Evaluation results

MethodLinks
GaussianPSLScalarization loss=HV2025.090.046
GaussianPSLScalarization loss=MTCH2025.090.068
GaussianPSLScalarization loss=TCH2025.090.072
GaussianPSLScalarization loss=LS2025.090.081
K-RVEAM=3, D=52026.040.1139
K-RVEAM=3, D=102026.040.1319
PSLScalarization loss=HV2025.090.163
REMOM=3, D=52026.040.1914
GaussianPSLScalarization loss=COSMOS2025.090.335
PSLScalarization loss=MTCH2025.090.378
PSLScalarization loss=TCH2025.090.393
EPSScalarization loss=TCH2025.090.397
CSEAM=3, D=52026.040.4386
EPSScalarization loss=MTCH2025.090.459
REMOM=3, D=102026.040.4875
EPSScalarization loss=COSMOS2025.090.572
K-RVEAM=6, D=102026.040.6323
EPSScalarization loss=HV2025.090.66
PSLScalarization loss=LS2025.090.7
CPS-MOEAM=3, D=52026.040.7094
EPSScalarization loss=LS2025.090.737
PC-SAEAM=3, D=52026.040.8345
R2SAEA-MOPM=3, D=52026.040.8391
K-RVEAM=10, D=102026.041.0259
PSLScalarization loss=COSMOS2025.091.261
CSEAM=3, D=102026.041.5988
R2SAEA-MOPM=3, D=102026.041.745
PC-SAEAM=10, D=102026.041.7461
REMOM=10, D=102026.041.9329
CPS-MOEAM=10, D=102026.041.9393
CSEAM=10, D=102026.042.127
REMOM=6, D=102026.042.494
PC-SAEAM=3, D=102026.043.1286
R2SAEA-MOPM=10, D=102026.043.1705
CSEAM=6, D=102026.043.6323
REMOM=3, D=302026.043.7188
CPS-MOEAM=3, D=102026.043.8825
CPS-MOEAM=6, D=102026.043.9075
R2SAEA-MOPM=6, D=102026.044.7195
R2SAEA-MOPM=3, D=302026.044.8177
CSEAM=3, D=302026.045.005
PC-SAEAM=6, D=102026.047.1708
CPS-MOEAM=3, D=302026.047.9752
PC-SAEAM=3, D=302026.048.8027
K-RVEAM=3, D=302026.048.9076
REMOM=6, D=302026.0411.952
CPS-MOEAM=6, D=302026.0414.403
CSEAM=6, D=302026.0414.572
R2SAEA-MOPM=6, D=302026.0415.048
K-RVEAM=6, D=302026.0417.922
PC-SAEAM=6, D=302026.0417.951
REMOM=10, D=302026.0421.888
CPS-MOEAM=10, D=302026.0423.389
R2SAEA-MOPM=10, D=302026.0426.157
CSEAM=10, D=302026.0426.745
PC-SAEAM=10, D=302026.0429.303
K-RVEAM=10, D=302026.0429.383