Low temperature is an important environmental stress factor affecting plant growth and development. The ICE1-CBF-COR [inducer of CBF expression1-c-repeat (CRT)-binding factors-cold responsive] plays an important role in the signaling pathway in response to low temperature stress in plants. To explore the evolution of CBF gene in Brassica napus L. and its function in response to low temperature stress, 11, 6, and 6 CBF genes were detected from Brassica napus, Brassica rapa, and Brassica oleracea, respectively. In addition, the molecular characteristics, protein conserved domains, phylogenetic tree, gene structure, and chromosome distribution were systematically investigated. The results showed that 11 BnaCBF genes could be divided into two subgroups including Subgroup I (CBF1/2/3) and Subgroup II (CBF4). Transcriptome sequencing revealed that all the CBF genes of Brassica napus were induced by low temperature, among which four genes in subgroup Ib responded rapidly and durably to cold stress, and two genes in Subgroup II responded weakly to cold stress, however, the relative expression level of CBF genes in roots was significantly higher than that in leaves, which were involved in salt stress and osmotic stress responses. Further analysis demonstrated that the CBF gene family in Brassica napus responded more strongly to freezing stress, especially BnaA08G30930D, BnaCnng49280D, BnaAnng34260D, BnaC07g39680D in Subsection I, and BnaA10g07630D, BnaC09G28190D in Subsection II. This study lays a foundation for further understanding the biological function of the CBF family gene and its response to low temperature, especially freezing stress in Brassica napus., and provides a reference for bioinformation research of CBF family genes in other species.