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Molecular Property Optimization on topical drug

63Normalized Rewardπ(·|y*)
19.3230.664253.34Apr 16, 2026

Evaluation results

MethodLinks
π(·|y*)2026.0463
RLRL training budget=20002026.0457
RLRL training budget=10002026.0451
RLRL training budget=5002026.0447
Reward Weighted Classifier-Free Guidance (RCFG)Inference-time sampling budget |YS|=322026.0441
Reward Weighted Classifier-Free Guidance (RCFG)Inference-time sampling budget |YS|=642026.0441
Reward Weighted Classifier-Free Guidance (RCFG)Inference-time sampling budget |YS|=162026.0440
Reward Weighted Classifier-Free Guidance (RCFG)Inference-time sampling budget |YS|=82026.0439
Reward Weighted Classifier-Free Guidance (RCFG)Inference-time sampling budget |YS|=42026.0435
Reward Weighted Classifier-Free Guidance (RCFG)Inference-time sampling budget |YS|=22026.0421