A wireless communication method, a terminal device, and a network device are provided, and may meet requirements for communication performance of a 5G communication system. The method includes: a terminal device receives an activation signaling sent by a network device, wherein the activation signaling is used for activating the terminal device to persistently report first CSI; the terminal device reports persistently the first CSI to the network device after receiving the activation signaling until the terminal device receives a deactivation signaling sent by the network device, wherein the deactivation signaling is used for instructing the terminal device to stop reporting the first CSI.