If the toilet is actively flushing, water will continue to drain from the tank to the bowl. Closing the flapper stops any additional water from going into the bowl.

Personally, I prefer to make sure the tank only fills enough to fill the bowl, so as long as you don’t double flush, you don’t need to panic and throw the lid off the tank.