Hi Aparna
The behaviour of grade recovery depend on the type of activity , recover grade setting and if the grade has been manually adjusted.
The quiz and assignment stores the grade separately from the the gradebook so also behave differently with the recover grades if possible setting . If you don't want the grades to be recovered then unticj the recover grades if possible option.
Regards