Bound states of two, three and four baryons have recently been calculated with Lattice QCD. While the light-quark masses remain unphysical in these calculations, rapid progress is being made toward performing such calculations at the physical quark masses, and in volumes that are large enough with lattice-spacing small enough, to provide reliable results with quantifiable uncertainties. I will discuss the current status of such calculations.