| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Off-MOO-Bench | DOMOO | Avg Rank (Overall)4.63 | 51 | 1mo ago | |
| Off-MOO-Bench Sci-Design | Average IGDoffline Rank1.8 | 34 | 1mo ago | ||
| Off-MOO-Bench MO-NAS | End-to-End | Average IGDoffline Rank3.89 | 34 | 1mo ago | |
| Off-MOO-Bench MORL | Average IGDoffline Rank1.2 | 30 | 1mo ago | ||
| RE | ParetoFlow | Average IGDoffline Rank2.92 | 18 | 1mo ago | |
| Synthetic | DOMOO | Average IGDoffline Rank4.95 | 18 | 1mo ago | |
| Off-MOO-Bench RE (50th percentile) | DOMOO | Average HV Rank3.25 | 18 | 1mo ago | |
| Off-MOO-Bench Synthetic (50th percentile) | DOMOO | Average HV Rank4.75 | 18 | 1mo ago | |
| Off-MOO-Bench RE | Multiple Models + IOM | Average IGDoffline Rank5.32 | 18 | 1mo ago | |
| Off-MOO-Bench Synthetic | DOMOO | Average IGDoffline Rank5.66 | 18 | 1mo ago | |
| Off-MOO-Bench Sci-Design (50th percentile) | Average HV Rank2.25 | 17 | 1mo ago | ||
| Off-MOO-Bench MO-NAS (50th percentile) | MOBO | Average HV Rank4.21 | 17 | 1mo ago | |
| Omnitest | GPR (RBF)+DR | MSE0 | 16 | 2mo ago | |
| Off-MOO-Bench MORL 50th percentile | Multi Head + GradNorm | Average HV Rank13 | 15 | 1mo ago | |
| DTLZ7 | GPR (Matern)+DR | MSE0 | 9 | 2mo ago | |
| DTLZ6 | BNN+DR | MSE0.909 | 9 | 2mo ago | |
| DTLZ5 | GPR (RBF)+DR | MSE0 | 9 | 2mo ago | |
| DTLZ4 | QR+DR | MSE0.0014 | 9 | 2mo ago | |
| DTLZ3 | MSE374 | 9 | 2mo ago | ||
| DTLZ2 | GPR (RBF)+DR | MSE0 | 9 | 2mo ago | |
| DTLZ1 | MSE3,720 | 9 | 2mo ago |
