| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Constrained Multi-objective Optimization | MW | IGD+0.0013 | 111 | |
| Constrained MOEA Design | MW (MW4, MW5, MW9, MW10) 10-decision-variable (test) | Mean NAHV-0.553 | 7 | |
| In-Context Reinforcement Learning | MW 70-1 DR9 | NAUC33 | 4 | |
| In-Context Reinforcement Learning | MW 40-1 DR9 | NAUC35 | 4 | |
| In-Context Reinforcement Learning | MW 20-1 DR9 | NAUC32 | 4 | |
| Failure / predicate detection | MW Pick-Place | F1 Score99.2 | 4 |