SEP 9, 2026 · PREPRINT
A Systematic Evaluation of Molecule Generation Models for De Novo Drug Design: From Benchmarks to Practical Insights
arXiv
This is a systematic review of computational methods for molecular generation without new experimental validation, reporting comparative analysis of existing benchmarks and models to identify future research directions rather than establishing clinical or preclinical evidence.
Reported
Number of methods evaluated82
Number of deep generative framewo…5