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Benchmarks
Molecular Property Optimization on inhaled drug
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0.56
Normalized Reward
π(·|y*)
-0.064
0.098
0.26
0.422
Apr 16, 2026
Normalized Reward
Updated 1mo ago
Evaluation Results
Method
Method
Links
Normalized Reward
π(·|y*)
2026.04
0.56
RL
RL training budget=2000
2026.04
0.51
RL
RL training budget=1000
2026.04
0.38
Reward Weighted Classifier-Free Guidance (RCFG)
Inference-time samplin...
2026.04
0.29
Reward Weighted Classifier-Free Guidance (RCFG)
Inference-time samplin...
2026.04
0.28
Reward Weighted Classifier-Free Guidance (RCFG)
Inference-time samplin...
2026.04
0.26
RL
RL training budget=500
2026.04
0.24
Reward Weighted Classifier-Free Guidance (RCFG)
Inference-time samplin...
2026.04
0.17
Reward Weighted Classifier-Free Guidance (RCFG)
Inference-time samplin...
2026.04
0.06
Reward Weighted Classifier-Free Guidance (RCFG)
Inference-time samplin...
2026.04
-0.04
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