DNA enhancer design on HepG2 (test)
8.35Pred. ActivityDoMinO-PPO
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DoMinO-PPOAlgorithm=PPO, Regularization=None2026.04 | 8.35 | 99.2 | -0.331 | |
| DoMinO-REINFORCEAlgorithm=REINFORCE, Regularization=None2026.04 | 8.32 | 99.2 | -0.285 | |
| SEPOType=Reward-driven baseline2026.04 | 7.55 | 99.5 | -0.537 | |
| DRAKESType=Reward-driven baseline2026.04 | 6.37 | 96.1 | -0.379 | |
| Pre-trained Flow-matchingCondition=Pre-trained2026.04 | 0.64 | 1.1 | 0.884 | |
| Pre-trained DiffusionCondition=Pre-trained2026.04 | 0.17 | 1.5 | 0.925 |