Offline Multi-Objective Optimization on Off-MOO-Bench MORL

1.2Average IGDoffline Rank

D(best)

Updated 1mo ago

Evaluation Results

Method	Links
D(best) 2026.06		1.2
Multiple Models 2026.06		2.6
DOMOO 2026.06		3.1
End-to-End 2026.06		4.3
Multiple Models + IOM 2026.06		4.6
Multi Head 2026.06		4.9
ParetoFlow 2026.06		5
Multiple Models 2026.06		5.4
MultipleModels + COMs 2026.06		6
Multiple Models 2026.06		6.1
Multi Head + PcGrad 2026.06		6.2
DOMOO 2026.06		6.7
D(best) 2026.06		6.8
Multiple Models + RoMA 2026.06		7.2
Multi Head 2026.06		7.5
Multiple Models 2026.06		7.5
Multiple Models 2026.06		7.7
Multiple Models + ICT 2026.06		8
Multiple Models + Tri-Mentoring 2026.06		8.4
End-to-End + PcGrad 2026.06		8.9
Multiple Models 2026.06		8.9
Multi Head 2026.06		9.4
End-to-End 2026.06		10.2
Multiple Models 2026.06		10.4
End-to-End 2026.06		10.5
ParetoFlow 2026.06		10.83
End-to-End + GradNorm 2026.06		11.4
Multi Head 2026.06		12.1
End-to-End 2026.06		12.3
Multi Head + GradNorm 2026.06		13