Offline Multi-Objective Optimization on Off-MOO-Bench MORL benchmark leaderboard · SOTA2 Research

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

1.2Average IGDoffline RankD(best)

Evaluation Results

Method	Links
D(best)2026.06		1.2
Multiple Models2026.06		2.6
DOMOO2026.06		3.1
End-to-End2026.06		4.3
Multiple Models + IOM2026.06		4.6
Multi Head2026.06		4.9
ParetoFlow2026.06		5
Multiple Models2026.06		5.4
MultipleModels + COMs2026.06		6
Multiple Models2026.06		6.1
Multi Head + PcGrad2026.06		6.2
DOMOO2026.06		6.7
D(best)2026.06		6.8
Multiple Models + RoMA2026.06		7.2
Multi Head2026.06		7.5
Multiple Models2026.06		7.5
Multiple Models2026.06		7.7
Multiple Models + ICT2026.06		8
Multiple Models + Tri-Mentoring2026.06		8.4
End-to-End + PcGrad2026.06		8.9
Multiple Models2026.06		8.9
Multi Head2026.06		9.4
End-to-End2026.06		10.2
Multiple Models2026.06		10.4
End-to-End2026.06		10.5
ParetoFlow2026.06		10.83
End-to-End + GradNorm2026.06		11.4
Multi Head2026.06		12.1
End-to-End2026.06		12.3
Multi Head + GradNorm2026.06		13