What is a benefit of having a base Activity class, instead of having only the three specific activity classes themselves?

All of these are benefits.

It reduces the runtime complexity of the code.

Putting shared behaviors in the base class makes them easier to maintain because if a bug is found, it only needs to be fixed in one place.

It keeps the size of the final program smaller.