How fast does a "normal" person gain stamina?

I’m not a person in the “normal” category.. Actually, I don’t believe anyone is. “Normal’s not Normal”, as Greg House says. However, there should be a number to how fast a human can gain better stamina. An example would be how long it would take to double your stamina. What are the positive results after e.g 10km?

Kindly, S.