Data envelopment analysis models are common tools to measure efficiency of decision-making unit. This thesis presents several DEA-based approaches and describes data that are collected and closely watched by Czech Tax Offices. Presented methods are used to evaluate Tax Offices. Each Tax Office will be evaluated with efficiency rate by every presented approach. In the last part of this thesis, the Tax Offices will be ordered by achieved results and the methods will be compared.