DNA sequence design on Enhancer dataset
924Pred-activityDAV Posterior
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| DAV Posteriortype=posterior variant2025.10 | 924 | 92 | 0.347 | 87.13 | |
| SGDDbeta=50, type=test-time search2025.10 | 877 | 22.3 | 0.09 | 109.94 | |
| SGDDbeta=30, type=test-time search2025.10 | 866 | 22.5 | 0.09 | 110.14 | |
| DAVtype=amortized policy2025.10 | 771 | 55.2 | 0.397 | 87.91 | |
| DDPOType=RL-based2025.10 | 751 | 12.9 | 0.287 | 49.12 | |
| VIDDType=RL-based2025.10 | 731 | 54.5 | 0.261 | 64.31 | |
| DRAKES2025.10 | 605 | 78.4 | 0.229 | 90.38 | |
| SVDDtype=test-time search2025.10 | 506 | 24.4 | 0.675 | 64.72 | |
| Pre-trainedmodel=MDLM2025.10 | 13 | 1.8 | 0 | 111.58 |