The invention discloses a spatial non-cooperation target autonomous visual line rendezvous no-model preset performance control method, and the method comprises the following steps: 1), building a non-cooperation target autonomous visual line rendezvous relative orbit motion model in a visual line coordinate system; 2), defining a relative orbit control state quantity, and converting the relative orbit motion model into an affine form; 3), taking the exponential convergence speed, overshoot and steady-state error boundary as the constraints, and building a preset performance boundary function; 4), designing a relative orbit no-model preset performance controller; 5), designing a relative posture no-model preset performance controller. The method achieves the autonomous rendezvous control of a non-cooperation target with spinning and unknown maneuver. The method can achieve the high-precision and high-robustness autonomous rendezvous control of the non-cooperation target without the specific parameters of the model, and is higher in theoretical significance and engineering application value. In addition, the method greatly improves the safety of a rendezvous task of the non-cooperation target.