I am being avoided from parties in my current Company should I consider leaving?

Not if pay is good, work is good, wlb is decent. Remember why you go to work. Don't leave because of such reasons, especially not without offer

Bro...honestly it is a petty reason to leave an organisation. Just focus on the reasons why you are working there....rest is all irrelevant.