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Offline Multi-Objective Optimization on Off-MOO-Bench MO-NAS (50th percentile)

4.21Average HV Rank

MOBO

Updated 1mo ago

Evaluation Results

Method	Links
MOBO 2026.06		4.21
Multiple Models + IOM 2026.06		5.66
End-to-End 2026.06		5.94
Multi Head 2026.06		6.23
Multiple Models + RoMA 2026.06		6.24
Multiple Models 2026.06		6.73
Multiple Models + COM 2026.06		6.91
End-to-End + PcGrad 2026.06		7.56
Multi Head + PcGrad 2026.06		7.56
DOMOO 2026.06		8.36
D(best) 2026.06		9.06
Multiple Models + ICT 2026.06		9.59
Multiple Models + Tri-Mentoring 2026.06		11.1
ParetoFlow 2026.06		12.04
End-to-End + GradNorm 2026.06		12.99
MOBO-qParEGO 2026.06		13.19
Multi Head + GradNorm 2026.06		13.27