Sure, in terms of expressivity, you can obtain much better results with a CNN. But very often, it is done at the cost of computational efficiency: SIFT descript

Sure, in terms of expressivity, you can obtain much better results with a CNN. But very often, it is done at the cost of computational efficiency: SIFT descriptors are "easy" to compute.