Off-MOO-Bench
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Offline Multi-Objective Optimization | Off-MOO-Bench | Avg Rank (Overall)4.63 | 51 | |
| Offline Multi-Objective Optimization | Off-MOO-Bench Sci-Design | Average IGDoffline Rank1.8 | 34 | |
| Offline Multi-Objective Optimization | Off-MOO-Bench MO-NAS | Average IGDoffline Rank3.89 | 34 | |
| Offline Multi-Objective Optimization | Off-MOO-Bench MORL | Average IGDoffline Rank1.2 | 30 | |
| Offline Multi-Objective Optimization | Off-MOO-Bench RE (50th percentile) | Average HV Rank3.25 | 18 | |
| Offline Multi-Objective Optimization | Off-MOO-Bench Synthetic (50th percentile) | Average HV Rank4.75 | 18 | |
| Offline Multi-Objective Optimization | Off-MOO-Bench RE | Average IGDoffline Rank5.32 | 18 | |
| Offline Multi-Objective Optimization | Off-MOO-Bench Synthetic | Average IGDoffline Rank5.66 | 18 | |
| Offline Multi-Objective Optimization | Off-MOO-Bench Sci-Design (50th percentile) | Average HV Rank2.25 | 17 | |
| Offline Multi-Objective Optimization | Off-MOO-Bench MO-NAS (50th percentile) | Average HV Rank4.21 | 17 | |
| Offline Multi-Objective Optimization | Off-MOO-Bench MORL 50th percentile | Average HV Rank13 | 15 |
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