Antiferromagnetic (AFM) materials have attracted wide attention in spin-orbit torque (SOT)-based spintronic due to its abundant spin-dependent properties and unique advantage of immunity against external field perturbations. To act as the charge-to-spin conversion source in energy-saving spintronic devices, it is of great importance for the AFM material to possess a large spin torque efficiency (ξ DL). In this work, using the spin torque ferromagnetic resonance (ST-FMR) technique and a Mn 2 Au/NiFe(Py) bilayer system, we systemically study the ξ DL of AFM Mn 2 Au films with different crystal structures. Compared with polycrystalline Mn 2 Au with effective ξ DL < 0.051, we show a much larger ξ DL of~0.333 in single-crystal Mn 2 Au, which arises from the large spin Hall conductivity instead of electrical resistivity. Moreover, with a further contribution of interfacial effects, the effective ξ DL of single-crystalline Mn 2 Au/Py system increases to 0.731, which is more than two times larger than the value of~0.22 reported for the Mn 2 Au/CoFeB system. By utilizing the large ξ DL of Mn 2 Au in a perpendicularly magnetized MnGa/Mn 2 Au system, energy-efficient deterministic magnetization switching with a current density at~10 6 A cm −2 is achieved. Our results reveal a significant potential of Mn 2 Au as an efficient SOT source and shed light on its application in future AFM material-based SOT integration technology.