lateral resolution [1][2][3] and in presbyopia treatment. [4,5] The reported approaches to realizing lenses with an extended focal depth, i.e., forward logarithmic axicons (FLAs), axilenses (AXLs), and light sword optical elements (LSOEs), are mainly based on radial modulation (RM) and angular modulation (AM). [6] However, the phase profiles for both RM-and AM-based lenses should continuously vary from 0 to 2π, indicating that the curvature surface of the designed element must smoothly vary to yield the desired phase, resulting in extreme difficulty in fabrication. Optical metasurfaces, the 2D counterparts of metamaterials, have opened up new avenues in manipulating the phase, amplitude, and polarization of light at subwavelength resolution. Benefiting from the unprecedented ability to manipulate the electromagnetic wavefront and ease of fabrication, a plethora of metalenses, such as dual-polarity plasmonic metalenses, [36] multifoci lenses, [37] multifunctional metalenses, [38] broadband achromatic metalenses, [39][40][41] and metalens arrays, [42] with novel functions that are challenging to achieve by using traditional lenses have been proposed and realized. In addition to the traditional metalens with a limited focal depth, the light sword metasurface lens [43] with an extended focal depth has been demonstrated. Although this approach tackles the technical challenge of fabrication of LSOEs, two intractable issues have to be urgently settled: (i) Metalenses have shown simultaneous extended focal depth and polarization-insensitive functionality.(ii) Imaging with high tolerance in the longitudinal direction has not yet been demonstrated. Although polarization-independent metalenses (with a limited focal range) have been demonstrated, [44][45][46] they are limited to high structural complexity or lose a degree of freedom in the design space. Here, we propose an approach to realize a polarization-insensitive metalens with an extended focal depth using anisotropic dielectric micropillars (geometric metasurfaces). Unlike polarization-dependent LSOEs with AM, [43] a polarization-insensitive terahertz (THz) AXL with RM is demonstrated in this paper. Under the illumination of arbitrarily polarized THz waves, this metalens shows a focal depth of ≈23λ along the propagation direction. Longitudinal high-tolerance imaging is experimentally demonstrated based on such a THz AXL. The polarization-insensitive metalens with a long focal depth may be of interest for a variety of practical applications, such as imaging, lithography, and detection.Lenses with an extended focal depth have crucial applications in highprecision optical alignment systems and optical disk readout systems. However, further development of lenses with an extended focal depth under radial and angular modulation is limited because of fabrication difficulties. Metasurfaces, 2D metamaterials, have shown unprecedented capabilities in the manipulation of the intensity, phase, and polarization of electromagnetic waves. Here, based on geometric metasurfaces, an a...