In this note, for and , we introduce and study Sobolev-Fourier-Lorentz spaces $\dot{H}^s_{^{p, r}}(^d)\dot{H}^s_{^{p, r}}(^d)$, the critical invariant spaces for the Navier-Stokes equations correspond to the value . When the initial datum belongs to the critical spaces $\dot{H}^{\frac{d}{p} - 1}{^{p,r}}(^d)d \geq 2, 1 \leq p <\infty1 \leq r < \infty$, we establish the existence of local mild solutions to the Cauchy problem for the Navier-Stokes equations in spaces $L^\infty([0, T]; \dot{H}^{\frac{d}{p} - 1}{^{p, r}}(^d))$ with arbitrary initial value, and existence of global mild solutions in spaces $L^\infty([0, \infty); \dot{H}^{\frac{d}{p} - 1}_{^{p, r}}(^d))$ when the norm of the initial value in the Besov spaces $\dot{B}^{\frac{d}{\tilde p}

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