A backlight module and display device is disclosed. The backlight module includes a light-shielding adhesive, a plastic frame, a reflective sheet, a light guide plate and an optical film. Wherein the reflective sheet, the light guide plate and the optical film are sequentially stacked, the plastic frame surrounds the reflective sheet, the light guide plate and the optical film; the light-shielding adhesive includes a first section and a second section connected with the first section, the first section is a double-sided adhesive, and the second section is a single-side adhesive, the first section is adhered to the plastic frame and the reflective sheet; one portion of the second section is adhered to an end surface of the plastic frame, the other portion of the second section is extended out from the backlight module. Accordingly, the present invention can realize a narrow-frame backlight module.