The job of the calibration frames is to calibrate the light frames, i.e., the actual images of your target, by removing from them:

This allows you to “clean up” the light frames before you register and stack them, to produce the final image.

Astrophotography, Pixel by Pixel: Part 6 - Dirty Buckets and Calibration Frames

Part 6 - Dirty Buckets and Calibration Frames

Flats on a Budget in Sharpcap 3.1 Pro "Revised"

Make a flat light source with Light Pad Tracing Copy Board

Guide To Calibration Frames - Lights, Darks, Flats, Dark_Flats, and Bias

Bias, Flats, Darks, Darkflats - Astrobasics