This disclosure provides a gate driving unit, comprising an input sub-circuit, a pull-up sub-circuit, a transmission sub-circuit, an output sub-circuit, a reset sub-circuit, a pull-down sub-circuit and a storage sub-circuit, an input signal input terminal, a first clock signal input terminal, a second clock signal input terminal, a third clock signal input terminal, a fourth clock signal input terminal, a reset signal input terminal, a first level input terminal, a second level input terminal and a gate driving signal output terminal. This disclosure further provides a gate driving circuit and a driving method thereof, as well as a display device.