Despite its advantages, QSAR has several limitations:
Data quality: The accuracy of QSAR models depends on the quality and quantity of the experimental data used to build them. Applicability domain: QSAR models are most reliable within the chemical space they were trained on and may not perform well for compounds outside this domain. Complexity of biological systems: Biological interactions are complex and may not be fully captured by the molecular descriptors used in QSAR models.
