COVID-19 is a new global pandemic. It can affect multiple body systems and functions. However, the relationship between COVID-19 and male sexual activity did not yet get much consideration. Herein, we report the impact of COVID-19 on sexual function in 3 men who recovered from the disease. Compared with their condition before catching the infection, the men showed, in different degrees, a decline in all aspects of sexual function as assessed by the international index of erectile function. They started to develop premature ejaculation or exacerbate an already existing condition according to the premature ejaculation diagnostic tool scoring. Beck's depression inventory revealed deterioration of the men's moods up to severe depression. The sex-related hormones (testosterone-total and free, luteinizing hormone, follicle-stimulating hormone, prolactin, and estradiol) of these men were within normal levels. To the best of our knowledge, this is the first case report documenting deleterious changes in mood and several aspects of sexual functioning in males after recovery from the COVID-19 using validated measurement tools. Follow-up and psychological support of the recovered men may help mend their moods and consequently upgrade their sexual functioning.