A method for identifying a boot stage of a BIOS of a computer device is provided. A control terminal receives screen information data indicative of a current BIOS screen image of the computer device, acquires current screen information based on the screen information data, acquires feature vector based on the current screen information, uses an image classification model to classify the current information into a screen category, and generates boot stage information indicative of a boot stage corresponding to the screen category.