Single row spherical roller bearings have one set of rollers, while double row bearings have two. Double row spherical roller bearings can handle greater misalignment due to their extra set of rollers. Single row bearings are suitable for lower loads, while double row bearings work better for heavy-duty applications requiring high load-carrying capacity.