Offline Multi-Objective Optimization on Off-MOO-Bench Synthetic (50th percentile)
4.75Average HV RankDOMOO
Evaluation results
| Method | Links | |
|---|---|---|
| DOMOOEvaluation percentile=50th2026.06 | 4.75 | |
| Multiple ModelsEvaluation percentile=50th2026.06 | 5.24 | |
| Multi HeadEvaluation percentile=50th2026.06 | 6.45 | |
| End-to-EndEvaluation percentile=50th2026.06 | 6.83 | |
| End-to-End + PcGradEvaluation percentile=50th2026.06 | 6.88 | |
| Multiple Models + IOMEvaluation percentile=50th2026.06 | 7.21 | |
| Multi Head + PcGradEvaluation percentile=50th2026.06 | 7.83 | |
| Multiple Models + ICTEvaluation percentile=50th2026.06 | 8.62 | |
| Multiple Models + COMEvaluation percentile=50th2026.06 | 8.9 | |
| D(best)Evaluation percentile=50th2026.06 | 9.45 | |
| Multiple Models + Tri-MentoringEvaluation percentile=50th2026.06 | 9.54 | |
| ParetoFlowEvaluation percentile=50th2026.06 | 9.58 | |
| Multiple Models + RoMAEvaluation percentile=50th2026.06 | 10.41 | |
| Multi Head + GradNormEvaluation percentile=50th2026.06 | 10.74 | |
| End-to-End + GradNormEvaluation percentile=50th2026.06 | 11.73 | |
| MOBO-qParEGOEvaluation percentile=50th2026.06 | 12.26 | |
| MOBOEvaluation percentile=50th2026.06 | 12.4 | |
| MOBO-JESEvaluation percentile=50th2026.06 | 15.25 |