The PRINTART is a database of artistic images of prints of well known paintings. It includes detail annotations of scenes/object's labels, objects' bounding boxes, contours and skeletons, as well as the authors of the print, the print's year and the technique used for reproducing the painting.A benchmark for automatic annotation and retrieval tasks with this database was published on ECCV'12. The code for performance measures, such as recall, precision and F1 is available on the website.