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We study the stability of a class of Caffarelli-Kohn-Nirenberg (CKN) interpolation inequality and establish a strong-form stability as following: \begin{equation*} \inf_{v\in{p,a,b}}\frac{ |u-v|{H_b^p} |u-v|{L^p_a}^{p-1} }{|u|{H^p_b}|u|{L^p_a}^{p-1}} \le Cδ{p,a,b}(u)^{t}, \end{equation*} where for and for , and is deficit of the CKN. We also note that it is impossible to establish stability results for or separately. Moreover, we consider the second-order CKN inequalities and establish similar results for radial functions.

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