The invention provides a self-adaptation control method for torque of an automatic transmission clutch. The self-adaptation control method can ensure the optimal control over the torque of the clutchduring the gear shifting process; as for the power upshifting process, the oil filling phase, the torque phase, the speed phase and the locking stage are sequentially performed, according to the inputshaft rotating speed change rate, the gear shifting time, the current gear position and the target gear position in the oil filling phase and the torque phase in the gear shifting process, the engaged clutch pressure correction amount is dynamically adjusted, and therefore on the basis of guaranteeing the gear shifting time, the input shaft rotating speed change rate is reduced, the gear shiftingshock is reduced, and the gear shifting quality is improved.