Wouldn’t you want to go back to the plane to see if anything survived the crash that will be useful to help you get back to civilization?

Radio, food, water, warmer clothes, first aid kit, and weapons are all things that are plausible to have in the plane that would be nice to have when trying to either hike out or get help.