Three dimensional quantitative structure activity relationship approach using CoMFA and CoMSIA was applied to a series of 4-quinolone derivatives as highaffinity ligands at the benzodiazepine site of brain GABA A receptors. For the purpose, 27 compounds were used to develop models. 3D-QSAR models with high-squared correlation coefficient of up to 0.979 for CoMFA and 0.931 for CoMSIA were established. The robustness of the model was confirmed with the help of leave one out cross-validation method with r cv 2 values of up to 0.526 and 0.546 for CoMFA and CoMSIA, respectively. Developed models highlighted the importance of shape of the molecules, i.e., steric descriptors for GABA A receptor binding.