<p indent=0mm>CRISPR (clustered regularly interspaced short palindromic repeats)-Cas systems have been extensively used for gene editing of many plant species, including model plants such as <italic>Arabidopsis</italic> and rice, and major crops such as maize and wheat, as well as woody plants like poplar, bamboo, apple and citrus, etc. This technique has not only significantly promoted basic research, but has also facilitated the agronomic traits improvement of economically important crops or trees. Typically, the CRISPR/Cas system required its integration and expression of exogenous DNA in the genome of host plants, which lead to the cleavage of site-specific DNA double-strand breaks, and introduced the genome modifications during the DNA repair process. However, the integration of CRISPR/Cas elements brings several concerns for commercialization and basic research. First, the inserted CRISPR/Cas cassette is constitutively expressed in plant cells, and may increase the chance of off-target changes, as well as make it difficult to evaluate the stability and penetrance of the initially observed phenotypes. Second, plants with a foreign gene integrated into its genome were regarded as classic genetically modified organisms, which may potentially lead to the escape of the gene into the environment, leading to legislation concerns and strict government policy regulation about such organisms. Therefore, one of the main challenges in using the CRISPR/Cas system in commercial agriculture is to improve the plant’s agronomic traits by genome editing, meanwhile obtaining transgene-free mutant plants with stable transmissible properties. DNA-free genome editing technology in plants is new and began in 2015, and since then great advances have been made on producing transgenic-free genome-edited plants. The exogenous CRISPR/Cas cassette and other transgenes could be eliminated by multiple approaches after the target gene has been edited. For example, the CRISPR/Cas expression cassette can be removed through genetic segregation for plants that are reproduced sexually, and the end products are CRISPR-edited but transgene-free. Transgene-free gene-edited plants may also be generated by non-transgenic approaches, such as transient expression of mRNA encoding Cas nuclease and guide RNA without DNA integration, preassembled ribonucleoprotein and sgRNA complex transfection, fluorescence marker-assisted transgene cassette selection and elimination, virus-mediated and nano-material mediated genome editing technologies. By using these methods, people can obtain the genome-edited end plant product with increased agronomic traits, while no additional foreign DNA fragments have been introduced into the plant genome. Until now, at least 14 transgene-free and genome-edited plant species have been generated using this technology. In this review, we have highlighted these achievements, including methods, applications and the possibilities of their commercialization in plant breeding. We also discuss the current problems in using this technology, such as very low efficiency, limited gene modification types and labor-consuming aspects. With the development of new plant cell transformation methods and the applications of new typical CRISPR/Cas systems, the potential strategies for improving this revolutionary technology in the future are also discussed.