We re-annotated repeats sequence of 459 plant genomes and release a new resource of plant repeats: PlantRep (http://www.plantrep.cn/). We compared the structural and evolutionary characteristics of repeat sequences in different plant taxonomic group. The contribution of repeat sequences to the genes was examined systematically. PlantRep sheds lights of evolution of plant repeats and provides a free-resource for deep annotation of genome and comparative genomics research of repeat elements in plants.