Offline Multi-Objective Optimization on Off-MOO-Bench RE (50th percentile)
3.25Average HV RankDOMOO
Evaluation Results
| Method | Links | |
|---|---|---|
| DOMOOEvaluation percentile=50th2026.06 | 3.25 | |
| Multiple ModelsEvaluation percentile=50th2026.06 | 5.82 | |
| Multi HeadEvaluation percentile=50th2026.06 | 5.85 | |
| End-to-EndEvaluation percentile=50th2026.06 | 6.08 | |
| Multiple Models + ICTEvaluation percentile=50th2026.06 | 6.45 | |
| Multiple Models + IOMEvaluation percentile=50th2026.06 | 6.54 | |
| Multiple Models + Tri-MentoringEvaluation percentile=50th2026.06 | 7.34 | |
| End-to-End + PcGradEvaluation percentile=50th2026.06 | 7.51 | |
| Multi Head + PcGradEvaluation percentile=50th2026.06 | 9.54 | |
| Multiple Models + RoMAEvaluation percentile=50th2026.06 | 9.95 | |
| Multiple Models + COMEvaluation percentile=50th2026.06 | 9.97 | |
| MOBO-qParEGOEvaluation percentile=50th2026.06 | 10.55 | |
| End-to-End + GradNormEvaluation percentile=50th2026.06 | 11.32 | |
| MOBO-JESEvaluation percentile=50th2026.06 | 11.59 | |
| MOBOEvaluation percentile=50th2026.06 | 11.66 | |
| ParetoFlowEvaluation percentile=50th2026.06 | 12.21 | |
| D(best)Evaluation percentile=50th2026.06 | 12.23 | |
| Multi Head + GradNormEvaluation percentile=50th2026.06 | 12.25 |