Selective temporal attention is a developing domain of attention. It refers to people can orient attention to a certain time point or a temporal window associated with an upcoming event. The behavioral and neuroimage researches of temporal attention were reviewed. Some arguments and future trends were pointed out based on the comparison with spatial attention.