Besides being able to focus closely, short macro lenses (like 35,50,55,60 mm for example) are also often described as being "flat-field", which means that they have a perfectly flat focusing band, and do not suffer from the optical design flaw called "curvature of field". Curvature of field imparts an unusual look to image shot where the curvature is really high or bad; it gives a weird effect, with a sharp center image area, surrounded by a more than normally out of focus, slightly blurred periphery.
On many high-speed lenses, like Canon's 85mm f/1.2L, or Nikon's 35mm f/1.4, just for two specific samples, the center of the frame can be in super-sharp focus, but the focus will not be sharp at the periphery of the image, due to curvature of field. Since short macro lenses are frequently used for copying of documents, stamps, and artwork like paintings, the designers of macro lenses strive to have perfect flatness of field.
What might seem odd to some is that there are some *very* sharp and very costly lenses made by Canon, Nikon, and Zeiss, but which display very high degrees of field curvature, which can be used for creative effects, like on the $1,000 Zeiss 28mm f/2 Distagon reviewed here.
The Online Photographer: Zeiss ZF / ZK Distagon T* 28mm f/2 Review