It has been nearly 70 years since the first discovery of anti-ferroelectric. The unique electric field induced phase transition behaviors show great potential in the field of energy storage, electrocaloric, negative capacitance, thermal switching, <i>etc</i>. With the development of advanced synthesis technology and the trend of miniaturization and integration of devices, more and more attentions have been paid to high quality functional oxide films. A large number of studies have shown that anti-ferroelectric thin film shows more novel properties than bulks, but it also faces more challenges, such as:strain by lattice mismatch, size effect, <i>etc</i>. In this review, the development history of lead zirconate based anti-ferroelectric is reviewed, and the structure, phase transition and application of anti-ferroelectric are discussed. We hope that this paper will attract more researchers to pay attention to the development of anti-ferroelectric, and jointly develop more new materials and explore new applications.