Duplicated the field which you are using on color marks and use it in duplicated sheets color marks instead of original.
This behaviour is working as intended and its designed to help us. Jaideep is correct in saying to duplicate the field so that you can make new colours on copies of that worksheet. However, I think its important to know that the golden rule is to use the same colour scheme for the same measures when possible. We do this to help our end users better understand our workbooks in seconds. Green-Red is profit once then it better always be profit and hopefully nothing else is Green-Red, etc.
Hope this helps understand the reason why Jaideep suggested you just make a copies.
But, problem is I have multiple sheets and to duplicate it is time taking and unnecessarily it will create doubt for other users in future.
Is any other way to solve it?