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ResearchFormerly WizWand

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

4.21Average HV RankMOBO
3.84766.29388.7411.1862Jun 13, 2026
Updated 4mo ago

Evaluation results

MethodLinks
MOBOEvaluation percentile=50th2026.064.21
Multiple Models + IOMEvaluation percentile=50th2026.065.66
End-to-EndEvaluation percentile=50th2026.065.94
Multi HeadEvaluation percentile=50th2026.066.23
Multiple Models + RoMAEvaluation percentile=50th2026.066.24
Multiple ModelsEvaluation percentile=50th2026.066.73
Multiple Models + COMEvaluation percentile=50th2026.066.91
End-to-End + PcGradEvaluation percentile=50th2026.067.56
Multi Head + PcGradEvaluation percentile=50th2026.067.56
DOMOOEvaluation percentile=50th2026.068.36
D(best)Evaluation percentile=50th2026.069.06
Multiple Models + ICTEvaluation percentile=50th2026.069.59
Multiple Models + Tri-MentoringEvaluation percentile=50th2026.0611.1
ParetoFlowEvaluation percentile=50th2026.0612.04
End-to-End + GradNormEvaluation percentile=50th2026.0612.99
MOBO-qParEGOEvaluation percentile=50th2026.0613.19
Multi Head + GradNormEvaluation percentile=50th2026.0613.27