This is because the process of subduction constantly recycles the ocean floor. Subduction zones are where tectonic plates collide, and one plate (the denser oceanic plate) slides beneath the other (the continental plate). This process destroys the old oceanic crust, so only relatively young seafloor remains.
The oldest preserved seafloor crust is found in the western Pacific Ocean near the Mariana Trench.