Offline Multi-Objective Optimization on Off-MOO-Bench MORL (50th percentile)
13Average HV RankMulti Head + GradNorm
Evaluation Results
| Method | Links | |
|---|---|---|
| Multi Head + GradNormEvaluation percentile=50th2026.06 | 13 | |
| End-to-End + GradNormEvaluation percentile=50th2026.06 | 12.9 | |
| ParetoFlowEvaluation percentile=50th2026.06 | 12.33 | |
| Multiple ModelsEvaluation percentile=50th2026.06 | 9.3 | |
| End-to-EndEvaluation percentile=50th2026.06 | 8.8 | |
| Multi Head + PcGradEvaluation percentile=50th2026.06 | 8.8 | |
| Multiple Models + Tri-MentoringEvaluation percentile=50th2026.06 | 8.6 | |
| Multiple Models + RoMAEvaluation percentile=50th2026.06 | 8.2 | |
| Multiple Models + ICTEvaluation percentile=50th2026.06 | 8.2 | |
| End-to-End + PcGradEvaluation percentile=50th2026.06 | 7.2 | |
| Multiple Models + COMEvaluation percentile=50th2026.06 | 5 | |
| Multi HeadEvaluation percentile=50th2026.06 | 4.7 | |
| Multiple Models + IOMEvaluation percentile=50th2026.06 | 4.5 | |
| DOMOOEvaluation percentile=50th2026.06 | 3.1 | |
| D(best)Evaluation percentile=50th2026.06 | 1.1 |