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Also by doing so, is there a noticeable increase in performance ?
How important is it to do so ?
I am not sure if it is worth the effort ?

IF you want your page to pass speed and performance tests, I would label them. If I recall correctly it also can cause increased CLS (cumulative layout shift) which is a big nono.