Two-dimensional (2D) organic-inorganic hybrid perovskites, benefiting from their natural anisotropy of quantum-well motifs and optical properties, have shown remarkable polarization-dependent responses superior to the 3D counterparts. Here, for the first time, multiwavelength polarization-sensitive detectors were fabricated by using single crystals of a guanidine-based 2D hybrid perovskite, (BA) 2 (GA)Pb 2 I 7 (where BA + is n-butylammonium and GA + is guanidium). Its unique 2D quantum-well structure results in strong crystallographic-dependence of optical absorption. Strikingly, our crystal-based photodetector exhibits a prominent photocurrent dichroic ratio (I max / I min ) of~2.2 at 520 nm, higher than the typical 2D inorganic materials (GeSe,~1.09, PdSe 2 ,~1.8). In addition, notable dichroic ratios of 1.29 and 1.23 at 405 nm and 637 nm are also created for the multiwavelength polarized-light detection. The prominent detecting performances, including low dark current (1.6 × 10 À 11 A), considerable on/off ratio (~2 × 10 3 ), high photodetectivity (~3.3 × 10 11 Jones) and responsivity (~12.01 mA W À 1 ), make (BA) 2 (GA)Pb 2 I 7 a promising candidate for polarized-light detection. This work sheds light on the rational engineering of new 2D hybrid perovskites for the high-performance optoelectronic device applications.