I fixed this by deleting the mouse from Bluetooth settings, and then pairing it again using a lightning cable.
Smooth scrolling not working with Magic Mouse and macOS Catalina 10.15.3
I fixed this by deleting the mouse from Bluetooth settings, and then pairing it again using a lightning cable.