The invention provides a stretching bending straightening mechanical system with a self-adaptive function in the case of pass through a welding seam, and belongs to the technical field of cold rolling. The system involves a turning roller, a first welding seam detector, an inlet tensioning roller group, a 1# bending roller group, a 2# bending roller group, a straightening roller group, a second welding seam detector and an outlet tensioning roller group, wherein the first welding seam detector is arranged behind the turning roller, the second welding seam detector is arranged behind the straightening roller group, the inlet tensioning roller group is arranged behind the first welding seam detector, the outlet tensioning roller group is arranged behind the second welding seam detector, andthe 1# bending roller group, the 2# bending roller group and the straightening roller group are arranged between the inlet tensioning roller group and the outlet tensioning roller group in sequence. The system can adapt to welding seams, passing through a stretching straightening machine, of strip steel with various strength, width and thickness specifications, and can realize automatic switchingof stretching straightening process parameters of the welding seam with poor welding quality according to the detected welding seam position, thereby reducing the workload on workers and improving theautomatic working capacity of the equipment.