Heterostructure engineering and oxygen vacancy engineering are the most promising modification strategies to reinforce the Zn 2+ ion storage of vanadium oxides. Herein, a rare mixed-dimensional material (VO x ), composed of V 2 O 5 (2D), V 3 O 7 (3D), and V 6 O 13 (3D) heterostructures, rich in oxygen vacancies, was synthesized via thermal decomposition of layered ammonium vanadate. The VO x cathode provides an exceptional discharge capacity (411 mA h g −1 at 0.1 A g −1 ) and superior cycling stability (the capacity retention remains close to 100% after 800 cycles at 2 A g −1 ) for aqueous zinc-ion batteries (AZIBs). Ex situ characterizations confirm that the byproduct Zn 3 V 2 O 7 (OH) 2 •nH 2 O is generated/decomposed during discharge/charge processes. Furthermore, VO x demonstrates reversible intercalation/deintercalation of H + /Zn 2+ ions, enabling efficient energy storage. Remarkably, a reversible crystal-to-amorphous transformation in the V 2 O 5 phase of VO x during charge−discharge was observed. This investigation reveals that mixed-dimensional heterostructured vanadium oxide, with abundant oxygen vacancies, serves as a highly promising electrode material for AZIBs, further advancing the comprehension of the storage mechanism within vanadium-based cathode materials.