The newly emerging circularly-polarized room-temperature phosphorescence (CP-RTP) has experienced rapid growth due to its intriguing photophysical properties and wide-ranging potential applications. Of particular interest are the purely organic CP-RTPs, as they offer excellent biocompatibility, versatile tunability, and cost-effectiveness. Therefore, these materials show promising applications, including biological imaging, photodiodes, intelligent sensing, information storage, and three-dimensional displays. To deepen our understanding of the luminescence mechanism and broaden the envisioned scope, herein, we summarize them based on chirality character, including point, axial, planar, and other chiral systems. This review aims to scrutinize missing clues and envision future development of the area.