| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Genetic Circuit Design | Cello-OOD | Task Success Rate (TSR)52.6 | 11 | |
| Implicit Representation | Cello (test) | MSE5.3 | 10 | |
| Constraint Following | CELLO | Accuracy65.7 | 6 | |
| Gate assignment | Cello Out-of-Distribution T8 (≥1 held-out repressor) | Cello TSR88.3 | 5 | |
| Gate assignment | Cello In-Distribution tier repressors only T8 (train) | Cello TSR94.4 | 4 |