Provided are an elastic abrasive disc and a manufacturing process thereof. The elastic abrasive disc comprises a label layer, a supporting layer and a polishing layer, wherein the supporting layer islocated between the label layer and the polishing layer, the label layer, the supporting layer and the polishing layer are in the same shapes and are in circular ring shapes, mounting holes are formedin the centers of the label layer, the supporting layer and the polishing layer, and the label layer, the supporting layer and the polishing layer are solidified to be of an integrated structure by being heated in a die. The elastic abrasive disc and the manufacturing process have the beneficial effects that the manufacturing process is simple, the weight is low, the elastic abrasive disc cannotswing when being mounted on a tool, the safety performance is high, the elastic abrasive disc is degradable, high in grinding efficiency and high in self-sharpening performance, the use rate of abrasive cloth is high, the elastic abrasive disc is suitable for polishing of corners and gaps, the size is small, the package and transportation cost is low, the shape is smooth, wind resistance is small,and there is almost no noise at work.